Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-28 17:25 UTC

wshobson / maverick-mcp

MaverickMCP - Personal Stock Analysis MCP Server

PythonMIT★ 640 зірок⑂ 155 форківз серп. 2025 р.Переглянути на GitHub ↗

wshobson/maverick-mcp має індекс здоров’я 69 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (80/100), найнижчий — Sustainability & Governance (55/100). Останнє оновлення було 7 днів тому. Більшість нещодавньої роботи виконує один учасник.

69
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

69
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.

Власність

Seth HobsonОсобистий обліковий запис
2 107 підписників34 публічні репозиторіїз січ. 2011 р.UDT | Major 7 Apps

Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

80Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 7 дн. тому
19.4/36Ритм комітів — 28/52 тижнів із комітами
18/18Обсяг комітів — 475 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year475
human_commit_share1
days_since_last_push7
active_weeks_last_year28
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 1 релізів
36/36Свіжість релізів — останній реліз 8 дн. тому
12.6/27Ритм релізів — ритм невідомий (єдиний реліз)
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count1
latest_release_tagv1.0.0
releases_from_tagsні
days_since_latest_release8
mean_days_between_releases

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

80Добрий · 18% загального індексу
Як обчислюється оцінка
45.5/60Зірки — 640 зірок
18.2/25Форки — 155 форків
6/15Спостерігачі — 13 спостерігачів
Використані вхідні дані
forks155
stars640
watchers13
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateтак

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

55Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0.8/22.5Розподіл комітів — головний контриб’ютор — автор 96% комітів
13.5/13.5Широта контриб’юторів — 11 контриб’юторів
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Використані вхідні дані
bus_factor1
contributors_sampled11
top_contributor_share0,965
Як обчислюється оцінка
37.4/46.8Вирішення issue — закрито 80% issue
33.7/38.3Прийняття PR — злито 163/185 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs163
open_issues4
closed_issues16
issue_closed_ratio0,8
closed_unmerged_prs22
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
23.9/25Охоплення власника — 2 107 підписників у wshobson
23.2/25Послужний список — 34 публічних репозиторіїв, вік облікового запису ~15 р.
Використані вхідні дані
followers2 107
owner_typeUser
is_verified
owner_loginwshobson
public_repos34
account_age_days5 679
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Інженерна якість

Чи наявні базові інженерні практики та документація?

76Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 4 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://sethhobson.com
10/10Опис репозиторію
10/10Теми — 20 тем
10/10Wiki
Використані вхідні дані
topicsanthropic, artificial-intelligence, claude, equities, finance, financial-analysis, fintech, investing, mcp, mcp-server, pandas, python, technical-analysis, tiingo, tiingo-api, trading, fastmcp, mcp-servers, stock-market, stocks
has_wikiтак
homepagehttps://sethhobson.com
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

56Помірний · 16% загального індексу

Стан безпеки

45У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — немає даних
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 24 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,5
Виключено з оцінювання (немає даних або не застосовно): ci_tests, packaging. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories47
affected_packages4
assessed_packages253
unassessed_packages0
affected_by_severitycritical 2, high 2
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 253 резолвлених залежностей із OSV. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

69Помірний · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md, CLAUDE.md, GEMINI.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 100 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md, GEMINI.md
agent_instruction_max_bytes5 027
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — maverick/py.typed, pyrightconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
5/8Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Використані вхідні дані
has_nixні
has_testsтак
lockfilesuv.lock
has_dockerfileтак
typed_languageні
bootstrap_filesMakefile
has_devcontainerні
has_linter_configні
typecheck_configsmaverick/py.typed, pyrightconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (maverick/py.typed, pyrightconfig.json)
55/55Керовані розміри файлів — 0/190 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes48 923
source_files_sampled190
oversized_source_files0
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
0/40Придатні до запуску приклади
Використані вхідні дані
example_dirs
has_mcp_signalтак
api_schema_files

Ключові факти

640зірок GitHub
11контриб'юторів
475комітів за останні 12 місяців
7днів від останнього пушу
1релізів
1бас-фактор
4відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'maverick-mcp-server' from its registry

Докладніше

Історія зірок і форків 0 ★ / 155 ⇿
0Зірки
155Форки
1Релізи

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

0408012016015442025-082026-022026-07
Мажорні 1Мінорні 0Патчі 0
OpenSSF Scorecard 4.5 / 10
4.5сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-28 17:25 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
н/дCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities24 existing vulnerabilities detected
Прямі залежності 26
РеєстрПакетОбмеження версіїМаніфест
PyPIfastmcp>=3.3.1pyproject.toml
PyPImcp>=1.28.1pyproject.toml
PyPIuvicorn>=0.48.0pyproject.toml
PyPIpython-multipart>=0.0.31pyproject.toml
PyPIaiofiles>=25.1.0pyproject.toml
PyPIhttpx>=0.28.1pyproject.toml
PyPIpython-dotenv>=1.2.2pyproject.toml
PyPIanthropic>=0.104.1pyproject.toml
PyPIopenai>=2.38.0pyproject.toml
PyPIsqlalchemy>=2.0.50pyproject.toml
PyPIpsycopg2-binary>=2.9.12pyproject.toml
PyPIaiosqlite>=0.22.1pyproject.toml
PyPIasyncpg>=0.31.0pyproject.toml
PyPIgreenlet>=3.5.1pyproject.toml
PyPIredis>=7.4.0pyproject.toml
PyPIhiredis>=3.3.1pyproject.toml
PyPImsgpack>=1.2.1pyproject.toml
PyPIcertifi>=2026.5.20pyproject.toml
PyPInumpy>=2.2.6pyproject.toml
PyPIpandas>=2.3.3pyproject.toml
PyPIyfinance>=1.4.0pyproject.toml
PyPIfinvizfinance>=1.3.0pyproject.toml
PyPIpytz>=2026.2pyproject.toml
PyPIcryptography>=48.0.1pyproject.toml
PyPIpsutil>=7.2.2pyproject.toml
PyPIpandas-market-calendars>=5.4.0pyproject.toml
Усі залежності 253

Повний розв'язаний набір залежностей із графа залежностей GitHub: 26 прямих і 227 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIaiofiles25.1.0пряма
PyPIaiosqlite0.22.1пряма
PyPIanthropic0.104.1пряма
PyPIasyncpg0.31.0пряма
PyPIcertifi2026.5.20пряма
PyPIcryptography48.0.1пряма
PyPIfastmcp3.3.1пряма
PyPIfinvizfinance1.3.0пряма
PyPIgreenlet3.5.1пряма
PyPIhiredis3.3.1пряма
PyPIhttpx0.28.1пряма
PyPImcp1.28.1пряма
PyPImsgpack1.2.1пряма
PyPInumpy2.2.6пряма
PyPIopenai2.38.0пряма
PyPIpandas2.3.3пряма
PyPIpandas-market-calendars5.4.0пряма
PyPIpsutil7.2.2пряма
PyPIpsycopg2-binary2.9.12пряма
PyPIpython-dotenv1.2.2пряма
PyPIpython-multipart0.0.31пряма
PyPIpytz2026.2пряма
PyPIredis7.4.0пряма
PyPIsqlalchemy2.0.50пряма
PyPIuvicorn0.48.0пряма
PyPIyfinance1.4.0пряма
PyPIaiofile3.11.1непряма
PyPIaiohappyeyeballs2.6.2непряма
PyPIaiohttp3.14.0непряма
PyPIaiosignal1.4.0непряма
PyPIannotated-doc0.0.4непряма
PyPIannotated-types0.7.0непряма
PyPIanyio4.13.0непряма
PyPIanywidget0.11.0непряма
PyPIasttokens3.0.1непряма
PyPIattrs26.1.0непряма
PyPIauthlib1.7.2непряма
PyPIbackoff1.11.1непряма
PyPIbandit1.9.4непряма
PyPIbcrypt5.0.0непряма
PyPIbeartype0.22.9непряма
PyPIbeautifulsoup44.14.3непряма
PyPIbuild1.5.0непряма
PyPIcachetools7.1.4непряма
PyPIcaio0.9.25непряма
PyPIcffi2.0.0непряма
PyPIcharset-normalizer3.4.7непряма
PyPIchromadb1.5.9непряма
PyPIclick8.4.1непряма
PyPIcolorama0.4.6непряма
PyPIcomm0.2.3непряма
PyPIcontourpy1.3.3непряма
PyPIcoverage7.14.0непряма
PyPIcurl-cffi0.15.0непряма
PyPIcycler0.12.1непряма
PyPIcyclopts4.16.0непряма
PyPIdateparser1.4.0непряма
PyPIdecorator5.3.1непряма
PyPIdill0.4.1непряма
PyPIdistro1.9.0непряма
PyPIdnspython2.8.0непряма
PyPIdocker7.1.0непряма
PyPIdocstring-parser0.18.0непряма
PyPIdparse0.6.4непряма
PyPIdurationpy0.10непряма
PyPIemail-validator2.3.0непряма
PyPIexa-py2.13.0непряма
PyPIexceptiongroup1.3.1непряма
PyPIexchange-calendars4.13.2непряма
PyPIexecnet2.1.2непряма
PyPIexecuting2.2.1непряма
PyPIfastmcp-slim3.3.1непряма
PyPIfilelock3.29.0непряма
PyPIflatbuffers25.12.19непряма
PyPIfonttools4.63.0непряма
PyPIfrozenlist1.8.0непряма
PyPIfsspec2026.4.0непряма
PyPIgoogleapis-common-protos1.75.0непряма
PyPIgriffelib2.0.2непряма
PyPIgrimp3.15непряма
PyPIgrpcio1.80.0непряма
PyPIh110.16.0непряма
PyPIhf-xet1.5.0непряма
PyPIhttpcore1.0.9непряма
PyPIhttptools0.7.1непряма
PyPIhttpx-sse0.4.3непряма
PyPIhuggingface-hub1.16.1непряма
PyPIidna3.16непряма
PyPIimageio2.37.3непряма
PyPIimport-linter2.13непряма
PyPIimportlib-resources7.1.0непряма
PyPIiniconfig2.3.0непряма
PyPIipython9.13.0непряма
PyPIipython-pygments-lexers1.1.1непряма
PyPIipywidgets8.1.8непряма
PyPIjaraco-classes3.4.0непряма
PyPIjaraco-context6.1.2непряма
PyPIjaraco-functools4.5.0непряма
PyPIjedi0.20.0непряма
PyPIjeepney0.9.0непряма
PyPIjinja23.1.6непряма
PyPIjiter0.15.0непряма
PyPIjoblib1.5.3непряма
PyPIjoserfc1.6.8непряма
PyPIjsonpatch1.33непряма
PyPIjsonpointer3.1.1непряма
PyPIjsonref1.1.0непряма
PyPIjsonschema4.26.0непряма
PyPIjsonschema-path0.5.0непряма
PyPIjsonschema-specifications2025.9.1непряма
PyPIjupyterlab-widgets3.0.16непряма
PyPIkeyring25.7.0непряма
PyPIkiwisolver1.5.0непряма
PyPIkorean-lunar-calendar0.3.1непряма
PyPIkubernetes36.0.0непряма
PyPIlangchain1.3.9непряма
PyPIlangchain-anthropic1.4.6непряма
PyPIlangchain-classic1.0.7непряма
PyPIlangchain-community0.4.2непряма
PyPIlangchain-core1.4.7непряма
PyPIlangchain-openai1.2.2непряма
PyPIlangchain-protocol0.0.15непряма
PyPIlangchain-text-splitters1.1.2непряма
PyPIlanggraph1.2.4непряма
PyPIlanggraph-checkpoint4.1.1непряма
PyPIlanggraph-prebuilt1.1.0непряма
PyPIlanggraph-sdk0.4.2непряма
PyPIlangsmith0.8.18непряма
PyPIllvmlite0.44.0непряма
PyPIlxml6.1.1непряма
PyPImarkdown-it-py4.2.0непряма
PyPImarkupsafe3.0.3непряма
PyPImarshmallow4.3.0непряма
PyPImatplotlib3.10.9непряма
PyPImatplotlib-inline0.2.2непряма
PyPImaverick-mcp-server1.0.0непряма
PyPImdurl0.1.2непряма
PyPImmh35.2.1непряма
PyPImore-itertools11.1.0непряма
PyPImultidict6.7.1непряма
PyPImultitasking0.0.13непряма
PyPImypy-extensions1.1.0непряма
PyPInarwhals2.21.2непряма
PyPInltk3.9.4непряма
PyPInodeenv1.10.0непряма
PyPInumba0.61.2непряма
PyPIoauthlib3.3.1непряма
PyPIonnxruntime1.26.0непряма
PyPIopenapi-pydantic0.5.1непряма
PyPIopentelemetry-api1.42.1непряма
PyPIopentelemetry-exporter-otlp-proto-grpc1.11.1непряма
PyPIopentelemetry-proto1.11.1непряма
PyPIopentelemetry-sdk1.42.1непряма
PyPIopentelemetry-semantic-conventions0.63b1непряма
PyPIorjson3.11.9непряма
PyPIormsgpack1.12.2непряма
PyPIoverrides7.7.0непряма
PyPIpackaging26.2непряма
PyPIpandas-ta0.4.71b0непряма
PyPIparso0.8.7непряма
PyPIpathable0.6.0непряма
PyPIpeewee4.0.6непряма
PyPIpexpect4.9.0непряма
PyPIpillow12.2.0непряма
PyPIplatformdirs4.9.6непряма
PyPIplotly6.7.0непряма
PyPIpluggy1.6.0непряма
PyPIprompt-toolkit3.0.52непряма
PyPIpropcache0.5.2непряма
PyPIprotobuf7.35.0непряма
PyPIpsygnal0.15.1непряма
PyPIptyprocess0.7.0непряма
PyPIpure-eval0.2.3непряма
PyPIpy-key-value-aio0.4.4непряма
PyPIpybase641.4.3непряма
PyPIpycparser3.0непряма
PyPIpydantic2.13.4непряма
PyPIpydantic-core2.46.4непряма
PyPIpydantic-settings2.14.2непряма
PyPIpygments2.20.0непряма
PyPIpyjwt2.13.0непряма
PyPIpyluach2.3.0непряма
PyPIpyparsing3.3.2непряма
PyPIpyperclip1.11.0непряма
PyPIpypika0.51.1непряма
PyPIpyproject-hooks1.2.0непряма
PyPIpyright1.1.409непряма
PyPIpytest9.0.3непряма
PyPIpytest-asyncio1.3.0непряма
PyPIpytest-cov7.1.0непряма
PyPIpytest-timeout2.4.0непряма
PyPIpytest-xdist3.8.0непряма
PyPIpython-dateutil2.9.0.post0непряма
PyPIpywin32311непряма
PyPIpywin32-ctypes0.2.3непряма
PyPIpyyaml6.0.3непряма
PyPIreferencing0.37.0непряма
PyPIregex2026.5.9непряма
PyPIrequests2.34.2непряма
PyPIrequests-oauthlib2.0.0непряма
PyPIrequests-toolbelt1.0.0непряма
PyPIrich15.0.0непряма
PyPIrich-rst2.0.1непряма
PyPIrpds-py0.30.0непряма
PyPIruamel-yaml0.19.1непряма
PyPIruff0.15.14непряма
PyPIsafety3.7.0непряма
PyPIsafety-schemas0.0.16непряма
PyPIschedule1.2.2непряма
PyPIscikit-learn1.9.0непряма
PyPIscipy1.17.1непряма
PyPIsecretstorage3.5.0непряма
PyPIshellingham1.5.4непряма
PyPIsix1.17.0непряма
PyPIsniffio1.3.1непряма
PyPIsoupsieve2.8.4непряма
PyPIsse-starlette3.4.4непряма
PyPIstack-data0.6.3непряма
PyPIstarlette1.3.1непряма
PyPIstevedore5.8.0непряма
PyPItenacity9.1.4непряма
PyPItestcontainers4.14.2непряма
PyPIthreadpoolctl3.6.0непряма
PyPItiktoken0.13.0непряма
PyPItokenizers0.23.1непряма
PyPItomlkit0.15.0непряма
PyPItoolz1.1.0непряма
PyPItqdm4.67.3непряма
PyPItraitlets5.15.0непряма
PyPIty0.0.43непряма
PyPItyper0.25.1непряма
PyPItypes-pytz2026.2.0.20260518непряма
PyPItypes-requests2.33.0.20260518непряма
PyPItyping-extensions4.15.0непряма
PyPItyping-inspection0.4.2непряма
PyPItzdata2026.2непряма
PyPItzlocal5.3.1непряма
PyPIuncalled-for0.3.2непряма
PyPIurllib32.7.0непряма
PyPIuuid-utils0.16.0непряма
PyPIuvloop0.22.1непряма
PyPIvcrpy8.2.1непряма
PyPIvectorbt1.0.0непряма
PyPIwatchdog6.0.0непряма
PyPIwatchfiles1.2.0непряма
PyPIwcwidth0.7.0непряма
PyPIwebsocket-client1.9.0непряма
PyPIwebsockets15.0.1непряма
PyPIwidgetsnbextension4.0.15непряма
PyPIwrapt2.2.1непряма
PyPIxxhash3.7.0непряма
PyPIyarl1.24.2непряма
PyPIzstandard0.25.0непряма
Сповіщення про залежності 4

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 253 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 4 мають відомі сповіщення, з них 0 прямі.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
chromadb1.5.9непрямакритична2
pillow12.2.0непрямакритична2612.3.0
aiohttp3.14.0непрямависока163.14.1
nltk3.9.4непрямависока33.10.0

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "anthropic",
        "artificial-intelligence",
        "claude",
        "equities",
        "finance",
        "financial-analysis",
        "fintech",
        "investing",
        "mcp",
        "mcp-server",
        "pandas",
        "python",
        "technical-analysis",
        "tiingo",
        "tiingo-api",
        "trading",
        "fastmcp",
        "mcp-servers",
        "stock-market",
        "stocks"
      ],
      "is_fork": false,
      "size_kb": 5858,
      "has_wiki": true,
      "homepage": "https://sethhobson.com",
      "languages": {
        "Python": 1481912,
        "Makefile": 4780,
        "Dockerfile": 1765
      },
      "pushed_at": "2026-07-21T10:16:54Z",
      "created_at": "2025-08-24T15:24:20Z",
      "owner_type": "User",
      "updated_at": "2026-07-28T16:39:28Z",
      "description": "MaverickMCP - Personal Stock Analysis MCP Server",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://major7apps.com",
      "name": "Seth Hobson",
      "type": "User",
      "login": "wshobson",
      "company": "UDT | Major 7 Apps",
      "location": "NC, USA",
      "followers": 2107,
      "avatar_url": "https://avatars.githubusercontent.com/u/553618?v=4",
      "created_at": "2011-01-08T22:00:03Z",
      "is_verified": null,
      "public_repos": 34,
      "account_age_days": 5679
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2026-07-20T08:35:57Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "b6379894880a91604f280abb13fed985fdad7ef3",
          "body": "….json\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(dist): add the live GHCR image as an OCI package entry in server…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T13:20:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ae3b1ac11be37f426da78f720f51302a36d0e8d",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: record phase 9 prep addenda",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T10:43:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d4f42af37dc0e3155e400695b6deb064f74c5e1",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(dist): add .mcpb bundle build and GHCR registry label",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T10:43:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0320438584d0b2270938d9f4361638cff272f774",
          "body": "Inert until PyPI trusted publishing is configured and a new v* tag\nlands (v1.0.0 predates this workflow). MCP Registry job uses OIDC per\nthe registry's own github-actions guide.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "ci: add tag-triggered PyPI + MCP registry + GHCR publish workflow",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T10:43:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9de7df078937348f8d82aa227e59a26c6a5f760a",
          "body": "… camelCase)\n\nThe 2025-07-09 schema referenced in-file predates the registry's\nSeptember 2025 snake_case->camelCase breaking change; the old field\nnames are rejected at publish time. Validated against the live\n2025-12-11 schema. Also caveat the mcp-publisher command syntax in\nthe releasing runbook.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "fix(dist): migrate server.json to current registry schema (2025-12-11…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T10:36:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7026d4364e196a58aaa3ca9d93c0c0f7cf75741a",
          "body": "Add the mcp-name provenance comment to README so the official MCP\nregistry can verify PyPI/repo ownership. Fix server.json's remotes\nentry (streamable-http transport fields must sit at the top level per\nthe fetched registry schema, not nested under a transport key) and\nadd registry_base_url to the PyPI package entry. Add\ndocs/runbooks/releasing.md documenting the full owner-run publish\nsequence (PyPI, official MCP Registry, GHCR, third-party registries,\nmcpb release asset), and catalog it.",
          "is_bot": false,
          "headline": "docs: add mcp-name provenance and finalize server.json for registry",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T10:27:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cffd1415e8093c04cf77b856af001f8990cfc53",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: add phase 9 execution plan (distribution and registry rollout)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T08:50:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33f910abae1e8a5400126da7cad7be3f936edd97",
          "body": "…nstall caveat\n\nApplies Phase 8 final-review findings before any Phase 9 publish:\n- explicit hatchling sdist include-scope so local builds never ship\n  .claude/data/.superpowers scratch (personal SQLite, deleted-legacy copies)\n- gitignore those scratch dirs\n- drop stale MANIFEST.in (inert under hatchling, referenced a dead package)\n- README: mark uvx/pip install as post-publish; source install works today\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "fix(dist): clean sdist scope, gitignore scratch dirs, honest README i…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T08:46:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2b33203ebde0c608dd94b6da03dcc680f2487d9",
          "body": "Append decision-log addenda for material deviations surfaced across\nPhase 8 execution (pricing-path divergence, watchlist remove-result\nfidelity, journal timestamp/profit-factor/r_multiple quirks,\nstandalone JournalService wiring, Dockerfile healthcheck/extras\nchoices, tech-debt-tracker sweep), then move the Phase 8 exec plan\nfrom active/ to completed/ and update docs/INDEX.md and\ndocs/CATALOG.md to match.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: complete phase 8 (server assembly and cutover)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T08:32:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c42584d07a6b75decfccba2d8d7b98bb195be579",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: complete .env.example advanced-tuning vars (review gap)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T08:27:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1731f83ef40721dd69097a168e6d64eaf6d4994e",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: record the console-script alias in the phase 8 decision log",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T08:20:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aad6a3d9875ad5e43a7f673e0e2e07199d6cc162",
          "body": "Continuation of the previous commit: a batched git add aborted partway\nthrough on a stale pathspec, so most of the docs sweep landed unstaged.\nThis commit lands the rest: ARCHITECTURE.md, README.md, .env.example,\nAGENTS.md/CLAUDE.md, the refreshed runbooks, QUALITY_SCORE/RELIABILITY/\nSECURITY, CATAL\n[…]\nixes in\nfeatures/portfolio.md, testing/in-memory.md, and\nexec-plans/tech-debt-tracker.md described in the prior commit message.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: rewrite documentation for v1.0.0 (part 2)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T08:18:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0b0f46d66565e331b4899569783b26c758fdfc5d",
          "body": "Sweeps every current-behavior doc mentioning the deleted legacy\nmaverick_mcp package to describe the maverick/ v1.0.0 server instead.\n\n- ARCHITECTURE.md: full rewrite describing the platform seam, six domains,\n  and server assembly (previously described the legacy package layout).\n- README.md: full \n[…]\n exec-plans/tech-debt-tracker.md (stale legacy-tree debt rows removed).\n\nmake docs-check, tests/server, and make lint all pass.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: rewrite documentation for v1.0.0",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T08:17:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "594cec6951de108ef117fbdd4f402db7f2230941",
          "body": "…uvx resolves\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "fix(packaging): add maverick-mcp-server console-script alias so bare …",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T08:06:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93d8113e6597cbb282f307b299e0efdc160b911a",
          "body": "Packaging cutover for the v1.0.0 release: pyproject renamed to\nmaverick-mcp-server (1.0.0), wheel scoped to the maverick/ package only,\nand a maverick-mcp console script wired to maverick.server.app:main.\nDeletes the legacy setup.py (hatchling via pyproject is now the sole\nbuild system). Rewrites se\n[…]\no fix now-false install/run instructions\n(package name, console script, Claude Desktop stdio config, dropped SSE\ntransport, corrected default SQLite path). The full docs rewrite is\ndeferred to Task 7.",
          "is_bot": false,
          "headline": "feat: rename to maverick-mcp-server and cut v1.0.0 packaging",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T07:59:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1637f6086b9502f2ce431fa14dccd6209afd7095",
          "body": "… (cutover)\n\nDeletes the entire legacy maverick_mcp/ package (83k LOC), the 87 test\nfiles that only tested it (8 dead test subtrees + 51 root test_*.py\nfiles + 2 .disabled files + orphaned fixtures), alembic/ (migrations\nreplaced by platform.db.ensure_schema), examples/ (8 legacy demos),\nlegacy scri\n[…]\n ty check maverick: clean. Boot-verify: python -m maverick.server\n--transport stdio comes up clean against a scratch SQLite DB.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "refactor!: delete legacy maverick_mcp package and its dependency tail…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T07:39:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "23fa8aa27d69d0ebb002593b8cb4ff6cc3a84a43",
          "body": "…esource\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: reconcile phase 8 decision log to allow the curated portfolio r…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T07:10:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "592043e6bb6d909d7d86f2e21938463310f1c061",
          "body": "…unstaged in task 3)\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "style: ruff format journal files (missed by tracked-files check when …",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T07:03:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba182c594752e0ece1c1cb0a2243b7c887f1b6c2",
          "body": "Add the 3 curated MCP prompts (analyze_stock, review_portfolio,\nrun_backtest_workflow -- the last gated on the backtesting extra via\nits own monkeypatchable probe) and wire them onto build_server().\nAdd maverick/server/app.py's CLI entry point (--transport stdio|http,\nstdio default, streamable HTTP \n[…]\n the new entrypoint;\nthe legacy server stays reachable via its own module path and other\nmake targets until the Task 5 cutover.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(server): add curated prompts and transports",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T06:59:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bb70d5b4e50ae8fc353a224c0293f18e66ebf4fa",
          "body": "Wire the shared platform Engine/Cache into MarketDataService first\n(with its build_mover_fetcher-built MoverFetcher), then\nScreeningService/PortfolioService/TechnicalService injecting that one\nMarketDataService instance, JournalService as portfolio's standalone\nsibling, and BacktestingService/Resear\n[…]\ns-present assertions for backtesting (12) and research (3),\nzero-extra degradation, and one stubbed-free smoke round-trip call.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(server): assemble domains on fastmcp",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T06:57:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91fa1adc46c75d3ac8d13f0479eb4254f10736ae",
          "body": "Ports the legacy trade journal (maverick_mcp/api/routers/journal.py +\nservices/journal/) into maverick/portfolio/ as five tools:\nportfolio_journal_add_trade, portfolio_journal_close_trade,\nportfolio_journal_list_trades, portfolio_journal_review, and\nportfolio_get_strategy_performance (which absorbs \n[…]\nbacktesting's tools/tools_ml/tools_support\nsplit) and wired through tools.configure()'s new optional journal_service\nparameter.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(portfolio): port trade journal",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T06:34:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e21d41f724f48cce5606e73fe438fc40b6d172eb",
          "body": "…d narrow duplicate-name mapping\n\nAdds legacy TimestampMixin's NOT NULL created_at/updated_at (Python-side\ndefaults, no server_default) to the watchlists/watchlist_items Core tables:\nwithout them, ensure_schema's checkfirst skip against a pre-existing\nlegacy-shaped database left every create_watchli\n[…]\nalueError; any other\nintegrity failure, such as the NOT NULL violation above, now propagates\ninstead of being mislabeled.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6\nEOF\n)",
          "is_bot": false,
          "headline": "fix(portfolio): carry legacy timestamp columns on watchlist tables an…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T06:12:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7fba82df8bd27c936033d84a844ca74e716b4e5f",
          "body": "Ports the legacy watchlist tools onto the new stack: portfolio_watchlist_\ncreate/add/remove/brief, backed by a new watchlist.py persistence sibling\n(data.py/ledger.py layer) using the legacy watchlists/watchlist_items table\nnames verbatim so existing rows carry over, plus a service_watchlist.py\norch\n[…]\nlways a read against a permanently-empty table, not a live yfinance path.\nDecision-log addendum logged in the phase-8 plan doc.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(portfolio): port watchlist",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T06:00:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0ef729f250c54d57a0047294e4e4ec90a2df0dac",
          "body": "Ports the four legacy risk-dashboard tools (maverick_mcp/api/routers/\nrisk_dashboard.py + services/risk/service.py + services/signals/regime.py)\nonto maverick/portfolio/ per Phase 4's logged cutover-bridge intent: the\nport consumes PortfolioService's own reads (positions, cost basis) plus\nMarketData\n[…]\ne tests (stub\nmarket_data + seeded SQLite positions), 15 tool tests (registration\ncount/annotations/error payloads/round-trip).\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(portfolio): port risk dashboard onto the portfolio service",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T05:37:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8b4d77d51bf6cc14f3895f36604b0f52abeb35c2",
          "body": "Ports Phase 8 Task 0: creates maverick/server/ as a docstring-only\nskeleton (__init__, app, assembly, prompts), the entry point that will\neventually wire every domain's service and tools onto a FastMCP\ninstance (Task 4). Unlike the sibling domains' Task-0 precedent (e.g.\nresearch's byte-empty __init\n[…]\nkers + market_data settings, matching research's own\nTask-0 conftest) -- maverick.server has no settings module of its own\nyet.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(server): add server skeleton and layer contracts",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T05:14:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "efb8bdce299b7c3abcafafac2618fd96c817e8fa",
          "body": "…errors; degrade on non-dict LLM JSON\n\n- ResearchService._configuration_error now catches the ValueError LLMSettings()\n  raises at construction when LLM_PROVIDER is set but LLM_API_KEY/LLM_MODEL is\n  missing, unwrapping pydantic's ValidationError noise and routing it through\n  the same typed Researc\n[…]\n.g. an array),\n  matching the existing JSONDecodeError degrade path instead of raising\n  TypeError on result[\"method\"] = \"llm\".\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "fix(research,backtesting): route incomplete LLM config through typed …",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T05:02:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "66ba252f86e5e009924490e26858c620eb9c9096",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: add phase 8 execution plan (server assembly and cutover)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T04:53:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56077e96e3181e86f6c8044609d6575b4d7853d3",
          "body": "…ction-order-dependent test\n\nBoth bugs escaped every task's own scoped verification because they only\nsurface when the untargeted full test suite (or ty's strict zone without\nextras) runs together -- something no single task's gate command\nexercised on its own.\n\n.github/workflows/ci.yml: the \"Type c\n[…]\ndomain with\n--extra research synced (clean except the pre-existing, now-tracked exa\nsearch_and_contents() deprecation warning).\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "fix(ci): install [research] extra for strict-zone ty check; fix colle…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T04:42:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3aa4d46b94197fac1f57424af4f5afdd5f06d140",
          "body": "Close out Phase 7: export the public maverick.research surface via\n__init__.py with a two-tier guard (types/config/settings/tool-wiring\nalways importable on a base install; ResearchService, the deep research\nagent core, and the search providers resolved lazily via PEP 562\n__getattr__, checked agains\n[…]\ntracked in tech-debt-tracker), make docs-check passed, and\nthe legacy quick tree unchanged at 110 passed / 59 deselected.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6\nEOF\n)",
          "is_bot": false,
          "headline": "docs: complete phase 7 (research extra)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T04:26:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "09b3525cd3be0d16efe63567232e9be719d9bd98",
          "body": "Port StrategyParser from maverick_mcp/backtesting/strategies/parser.py into\nmaverick/backtesting/strategies/parser.py: parse_simple ported verbatim\n(zero-dependency keyword/regex parsing), parse_with_llm rewired off the\nlegacy's hardcoded (and always-None, since it was never wired to any\nconfig) lan\n[…]\nwhen run after tests/platform in the\nfull gate order.\n\nRemove the parse_strategy row from docs/exec-plans/tech-debt-tracker.md.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(backtesting): restore parse_strategy on the BYOK LLM seam",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T04:09:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6c29ff7c2fb8bf63f1e0d8d638b4282154b301f2",
          "body": "Three tools -- research_run_comprehensive, research_analyze_company,\nresearch_analyze_sentiment -- collapsing the legacy 9-tool research\nsurface per the phase's decision log. tools.py never imports\nmaverick.research.service at module level (ResearchService is\nTYPE_CHECKING-only), mirroring the backt\n[…]\nService that never imports the real ResearchService, and\nan in-memory fastmcp.Client round-trip for research_run_comprehensive.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(research): add MCP tool layer with extra-guarded registration",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T03:53:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c0acf7d79f54dd0f5f462068f4d18097f50e0215",
          "body": "ResearchService(settings=None, *, agent_factory=None) backs the three\nresearch_* MCP tools, mirroring the three surviving legacy paths in\nmaverick_mcp/api/routers/research.py (comprehensive_research,\ncompany_comprehensive_research, analyze_market_sentiment) but wired to\nthe REAL ResearchReport/Resea\n[…]\nct) rather than literal kwargs so ty's synthesized\npydantic __init__ check doesn't reject the model's extra=allow fields.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6\nEOF\n)",
          "is_bot": false,
          "headline": "feat(research): add domain service",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T03:53:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "103c5636d0b2ccf3908623aa31277825a1d45687",
          "body": "…n log\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: record review-confirmed legacy research bugs in phase 7 decisio…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T03:31:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a72ce4ce81030fc5c6b67bd8b740cef143c5cc1f",
          "body": "Port DeepResearchAgent's LangGraph StateGraph workflow, ContentAnalyzer,\nand the four specialized subagents (fundamental/technical/sentiment/\ncompetitive) from maverick_mcp/agents/deep_research.py into\nmaverick/research/agents/, on the platform.llm BYOK seam (one model for\nevery step; no ChatOpenAI/\n[…]\nror propagation, and the\nsentiment-routing branch exercised end to end (the case that would trip\nthe legacy dual-dispatch bug).\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(research): add deep research agent core on the BYOK seam",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T03:24:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d2cb5fd5dcbc1817ed87485e346f0bbd013a1efb",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "test(research): pin defaults for the three provider settings fields",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T02:57:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b28f5e153aff57c9260c2991e409a03a34792842",
          "body": "Port WebSearchProvider + ExaSearchProvider into maverick/research/providers/,\nfaithfully preserving legacy result normalization, adaptive per-search\ntimeout formula, and provider-level health gating. The legacy research\ncircuit manager (CircuitBreakerManager/circuit_manager) is not ported:\nmaverick.\n[…]\nstall without the research extra.\n\nAdds tests/research/test_providers.py (21 tests, fully mocked via\nsys.modules exa_py stubbing, no pytest.importorskip needed since nothing\nimports the real package).",
          "is_bot": false,
          "headline": "feat(research): add search providers on the platform resilience seam",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T02:51:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fb89b8ea02a70af3da57d7fe3d415bf5f209cd97",
          "body": "Review round 1 fixes for Phase 7 Task 3:\n\n- ResearchReport.citations: list[SourceCitation] rejected the vector-store\n  cache-hit branch's real citation shape ({\"url\": ..., \"date\": ...},\n  agents/deep_research.py:1200-1205) with 4 ValidationErrors. Loosened to\n  list[SourceCitation | dict[str, Any]],\n[…]\nministic enough to pin -- with source_count left optional since\n  _calculate_overall_sentiment's empty-sources branch omits it.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "fix(research): tolerate cache-hit citation shape and correct type docs",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T02:37:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "60c63627df9dee9aeec843d2953e583c912365a0",
          "body": "Phase 7 Task 3: types.py ports the real research payload vocabulary\n(SourceCitation/ResearchFindings/ResearchReport from\nagents/deep_research.py, plus the three surviving router functions'\nresponse envelopes) as pydantic models. config.py adds ResearchSettings\n(EXA_API_KEY plus the depth/max_sources\n[…]\nucer, which would break the\nbottom layer's base-install-import-clean contract. It moves to\nmaverick/research/agents/ in Task 5.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(research): add payload types and settings",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T02:27:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7236df55b257b5477aa9973842b095b42e0de462",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "chore: complete tavily/technical-agent config sweep (review findings)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T02:15:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c30554ef3a6f0dc7969cb225a41676a3c939e0a",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "style: ruff format llm seam files",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T02:15:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccd3e563805e2d84b835840d74229ceec3977137",
          "body": "Delete TechnicalAnalysisAgent (agents/technical_analysis.py, 699 lines):\nget_or_create_agent's \"technical\" slot was hardcoded to None, zero\ninstantiations, zero tests. Remove the dead \"technical\": None branch and\nthe class's only real-code importer (examples/deep_research_integration.py).\n\nDelete Ta\n[…]\nint, ruff format --check, and ty\ncheck all pass. Full grep log and before/after counts in\n.superpowers/sdd/p7-task-2-report.md.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "refactor: delete dead research agents and providers (zero live callers)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T02:05:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bce795cf90819cc4cd8964b400b0be8f93cdb226",
          "body": null,
          "is_bot": false,
          "headline": "feat(platform): add BYOK LLM seam (design credit: ne0ark, PR #132)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T01:40:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93676cc4a3f9a01c5e597a3909380a149e740874",
          "body": "…racts\n\nPorts Phase 7 Task 0: creates maverick/research/ as a docstring-only\nskeleton (types -> config -> {agents, providers} -> service -> tools),\nmirroring the technical/portfolio/screening/backtesting domain templates.\nagents/ and providers/ are third-layer data-tier siblings.\n\nMoves langchain, l\n[…]\nggraph/exa-py imports at any scope and found\nzero hits, so ty resolves the zone cleanly without it; disclosed via a CI\ncomment.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(research): add domain skeleton, [research] extra, and layer cont…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T01:25:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9c316e27f55c0f6070db8b2c2d051e868ced758f",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: add phase 7 execution plan (research extra)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T01:13:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1dac01a5cb390fa9dbc65a681ffd4be2d9057a4b",
          "body": "…s, docstring, tolerances, debt row)\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "chore: phase 6 final-review tidy (contract coverage for split sibling…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T01:03:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2edd0aa8424c5f0dad6b2b43e886146505303727",
          "body": "…imeout\n\nCI's ruff-format-check job caught tests/backtesting/test_init.py unformatted\n(my earlier local `git ls-files '*.py' | xargs ruff format --check` silently\nskipped it -- the file was still untracked at that point, so git ls-files\ndid not list it). CI's unit-test job also timed out at the defa\n[…]\nme process reuses the compiled functions and stays in single digits, so\nonly this module needs the wider pytest-timeout budget.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "fix(backtesting): reformat close-out smoke test and widen first-JIT t…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T00:45:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "849b14e3e6872b80829f237e5f4895682760a428",
          "body": "Close out Phase 6: export the public maverick.backtesting surface via\n__init__.py with a two-tier guard (types/config/settings/rule-based\ntemplates always importable on a base install; BacktestingService, the\nengine, and 5 of 8 ML strategy classes resolved lazily via PEP 562\n__getattr__, checked aga\n[…]\nbt rows; append\ndecision-log addenda for the close-out deviations; move the exec plan to\ncompleted/ with INDEX/CATALOG updates.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: complete phase 6 (backtesting extra)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T00:28:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "41fe84df122fb7b617fc980fa8d14519931fdbe4",
          "body": "…ever persisted)\n\nTask 7's review of the full legacy call graph found zero persistence call\nsites across all 11 surviving backtesting tools, contradicting the recon\nclaim the Task 3 store was built on. The store had no consumer -- the new\nservice correctly takes no db handle -- so it is removed this phase per\nYAGNI. The five mcp_backtest_* table definitions remain in git history\n(c1df72f) for reintroduction when a real consumer exists.",
          "is_bot": false,
          "headline": "refactor(backtesting): remove unconsumed result store (legacy tools n…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T00:15:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7a8569e5e04d1ca9fc9c0c5ddc5aa467a4451fa",
          "body": "tools.py (+ tools_ml.py for the 4 ML tools, tools_support.py for shared\nguard/configure state) registers the 11 backtesting_-prefixed tools backing\nBacktestingService. None of the three modules imports vectorbt/sklearn or\nmaverick.backtesting.service at module level -- BacktestingService is\nreferenc\n[…]\nAll 11 tools are marked readOnlyHint=True: nothing persists (see the\nservice commit), so none of them mutate server-side state.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(backtesting): add MCP tool layer with extra-guarded registration",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T00:04:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c73174de691acc3892603bb7e2b66be00fa8c8ca",
          "body": "BacktestingService (service.py + service_ml.py mixin + service_support.py\nhelpers) backs the 7 core and 4 ML-strategy backtesting operations: fetches\nprice history via the injected MarketDataService, generates signals through\nstrategies.signals, and runs the pure engine/analysis/optimization functio\n[…]\n symbols.\n- SimpleMovingAverageStrategy is a net-new, explicitly-authorized\n  tools-tier shim for the ML orchestration methods.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(backtesting): add domain service",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-20T00:03:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91701e271db1ea739fa827e96053f69bc5be8637",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: correct phase 6 template count in decision log (12, not 13)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T23:24:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "489bc86d0afea3cdf9dd05e3d301f22503750681",
          "body": "Port the 12-entry STRATEGY_TEMPLATES catalog and the full\nVectorBTEngine._generate_signals dispatch from\nmaverick_mcp/backtesting/{strategies/templates.py,vectorbt_engine.py}\ninto maverick/backtesting/strategies/{templates.py,signals.py} (split\nacross two files to stay under the 500-line cap). Adds\n\n[…]\nngine.py, not\na delegation to the ML strategy classes ported in Task 6. Full\nrationale in .superpowers/sdd/p6-task-5-report.md.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(backtesting): add rule-based strategy templates with golden runs",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T23:19:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1a58a390666c9d380be4c3967a86aff3e3ab6845",
          "body": "Port maverick_mcp/backtesting/strategies/ml/{feature_engineering,adaptive,\nregime_aware,ensemble}.py and the minimal Strategy ABC (base.py) into\nmaverick/backtesting/strategies/. Each of the four legacy modules exceeded\nthe 500-line-per-module cap, so each was split further by responsibility:\n\n- fea\n[…]\ntraction shapes/NaN\npolicy, seeded regime-detector stability, deterministic adaptive/online\nsignal series, and hand-computed ensemble weighting math.\n\nFull report: .superpowers/sdd/p6-task-6-report.md",
          "is_bot": false,
          "headline": "feat(backtesting): add ML strategies with seeded characterization tests",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T23:07:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7457cc275c21660166b08643f9eea0e7d885524a",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "style: ruff format task 4 test files",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T22:23:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2aee8b95bb9996d988c18726d0ecf8f8b80f2b30",
          "body": "…rowing\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "fix(backtesting): read non-nullable entry_price directly for type nar…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T22:23:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cee8ae03e9af47bf1ed8768a5a7e5711f794acfe",
          "body": "Ports the alive core of VectorBTEngine (run_backtest, optimize_parameters\nwith its total_combos>100 grid chunking) into engine.py, and\nBacktestAnalyzer's grading/risk/trade analysis plus StrategyOptimizer's\nmonte_carlo_simulation into analysis.py -- both pure compute over typed\nTask 2 models, no fet\n[…]\nimize_parameters) so the engine never depends on the\nstill-unported strategies/templates.py. Characterization tests pin real\nrecorded metric/percentile values against a seeded synthetic OHLCV fixture.",
          "is_bot": false,
          "headline": "feat(backtesting): add pure engine core and analysis",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T22:21:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "15c905ae708444d2904508e2091cd0e724eaaff3",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "style: ruff format test_types.py",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T22:18:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1df72f2c53160efa0a017108bb740c54826456c",
          "body": "Ports the five legacy backtesting tables (mcp_backtest_results,\nmcp_backtest_trades, mcp_optimization_results, mcp_walk_forward_tests,\nmcp_backtest_portfolios) as SQLAlchemy Core tables bound to this domain's\nown MetaData, plus the CRUD operations the 11 surviving backtesting tools\nneed (save backte\n[…]\naverick.platform.db seam.\n\nStructured as a store/ subpackage (mirroring strategies/) rather than a\nsingle module, since the full DDL + CRUD surface exceeds the repo's\n500-line-per-file structural cap.",
          "is_bot": false,
          "headline": "feat(backtesting): add result store on the platform db seam",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T21:51:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ead9414ae5836bd5f44037571745163bbc7b32cf",
          "body": "Fill in the Task 0 skeletons for maverick/backtesting/types.py and config.py: pydantic payload models for the 11 surviving backtesting tools' return shapes (ported from vectorbt_engine.py/analysis.py, not invented), and BacktestingSettings with env-backed initial_capital/fees/slippage plus the legacy optimize_parameters chunking/memory-chunk literals. Extends tests/backtesting/conftest.py with the reset_backtesting_settings fixture noted in Task 0.",
          "is_bot": false,
          "headline": "feat(backtesting): add payload types and settings",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T21:30:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab43750b858b69d1e6ba8bcbab0cb94753af6c19",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "chore: drop deleted test file from slow-marker allowlist",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T21:22:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e070d8fafee60570a1491c7f55b3d9fd1466b44b",
          "body": "…ager (zero live callers)\n\nGrep-verified zero live importers before deletion:\n- maverick_mcp/backtesting/model_manager.py (ModelManager, only user of\n  the undeclared joblib dep)\n- maverick_mcp/workflows/backtesting_workflow.py (BacktestingWorkflow)\n- maverick_mcp/workflows/agents/{market_analyzer,o\n[…]\nropped by exactly 36, matching the deleted\ntest files); make lint clean (12/12 import-linter contracts kept); ruff\nformat clean; ty check clean on maverick, maverick_mcp/services,\nmaverick_mcp/domain.",
          "is_bot": false,
          "headline": "refactor: delete dead intelligent-backtesting subsystem and model man…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T21:18:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aae34ffcf92c0013b4f055032fbef61809dae1ac",
          "body": "…r contracts\n\nPorts Phase 6 Task 0: creates maverick/backtesting/ as a docstring-only\nskeleton (types -> config -> {store, engine, optimization, analysis,\nstrategies} -> service -> tools), mirroring the technical/portfolio/\nscreening domain templates. strategies/ is a data-tier sibling subpackage\n(b\n[…]\ng, since maverick_mcp/services/signals/\n{regime,conditions}.py import pandas_ta at module scope and sit inside\nthe strict zone.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(backtesting): add domain skeleton, [backtesting] extra, and laye…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T21:05:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1979f78c5043dcc3f72e43f27ae28cc06275d5a6",
          "body": "…ut scope)\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: record phase 5 final-review notes (volume float payloads, timeo…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T20:54:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "777a9e6a1df0b33c6ee7794e1e0bb0026f1e400e",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: add phase 6 execution plan (backtesting extra)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T20:52:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f9859be3d4dee805b75aa8df0a563cc59919614",
          "body": "Close out Phase 5: export the public maverick.technical surface via\n__init__.py (8 indicators, 8 analysis functions, TechnicalService, 8\npayload types, the settings accessor, configure/register) with an\nimport-from-package smoke test; record the QUALITY_SCORE grade and\nthree cutover-tracked tech-deb\n[…]\nurface, and the\nno-data-reads-as-bearish trend guard; move the exec plan to\ncompleted/ with the CATALOG/INDEX pointers updated.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: complete phase 5 (technical domain)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T20:43:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "14272264cbd91e8c3583dccaf0d6c30a8ff52998",
          "body": "Claude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "style: ruff format test_tools.py",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T20:33:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07ecfa8b697897531f76ddcca1bbebcf95040f9e",
          "body": "Registers the four canonical technical tools: technical_get_rsi_analysis,\ntechnical_get_macd_analysis, technical_get_support_resistance, and\ntechnical_get_full_technical_analysis. All are honestly readOnlyHint\nTrue, follow the domain's configure(service)/_require_service() wiring\nseam, and return a \n[…]\nnal\nperiod/days parameters left None pass straight through to\nTechnicalService, which falls back to TechnicalSettings defaults.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(technical): add MCP tool layer",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T20:32:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3a655116753c75c69e368f0c93fc79d1aeaa4869",
          "body": "TechnicalService owns frame preparation: fetches OHLCV history from\nMarketDataService with a calendar-padded window (>= 400 days, mirroring\nscreening's warmup convention), computes every indicator via\nindicators.py, merges the results under the \"prepared DataFrame\" column\ncontract documented in anal\n[…]\nettings.analysis_timeout_seconds (default 25.0), with a\ntimeout translated into the same ValueError shape as every other guard.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(technical): add domain service",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T20:32:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fe6942f36148cbeb6b45a57785a1b50fb95bb6f6",
          "body": "Port the legacy maverick_mcp.core.technical_analysis labeling logic\n(RSI/MACD/stochastic/bollinger/volume signal thresholds, the 0-7 trend\nscore, and the simple support/resistance algorithm) into\nmaverick/technical/analysis.py as pure functions over a \"prepared\"\nDataFrame plus TechnicalSettings. ana\n[…]\ntakes the typed TrendAnalysis directly and counts score >= 5 as\nbullish, score <= 2 as bearish, documented in the docstring and proven\nby a regression test that would fail against the legacy behavior.",
          "is_bot": false,
          "headline": "feat(technical): add analysis rubrics with fixed outlook trend handling",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T20:11:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "983b7c7a6d3279fb63bd0c25db7ab5344a133f72",
          "body": "The initial adx() golden depended on an environment quirk: pandas-ta's\nadx() does not forward its own talib=False to its internal ATR sub-call,\nso with the compiled TA-Lib package installed (as it is in this dev\nenvironment) that inner ATR silently used TA-Lib's classic Wilder seeding\ninstead of pan\n[…]\nTA-Lib\nseeding note.\n\n33/33 tests/technical/test_indicators.py pass at rtol=1e-9 with no other\nchanges needed to the test file.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "fix(technical): normalize adx golden to pandas-ta pure seeding",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T19:58:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f67648bf7c9e8fd1c36cb94a07a61cf8c1216400",
          "body": "Extend scripts/record_indicator_fixtures.py to also record pandas-ta's\nbbands(20, std=2.0), stoch(14/3/3), and adx(14) against the existing\nrandom-walk and constant fixtures (talib=False), additively (existing\nsma/ema/rsi/macd/atr entries are byte-identical after re-recording).\n\nImplement bollinger(\n[…]\nthe series; constant/degenerate series where the pandas-ta\nreference resolves a 0/0 division to a defined value) for all three.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(technical): add bollinger, stochastic, adx with goldens",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T19:58:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "64383081b9f4060845d325a379aa39be4d1e46af",
          "body": "Grep-verified zero live importers of technical_analysis_service.py,\ntechnical_indicators.py, and stock_analysis.py outside the deleted\nset (only maverick_mcp/domain/__init__.py re-exports and their own\ntest file referenced them). Deletes the three modules plus\ntests/domain/test_technical_analysis_se\n[…]\nf 13 matches the\ndeleted test file's test count); 4 skipped and 723 deselected\nunchanged in both runs. Full gate (lint, import-linter contracts,\nruff format --check, pyright, docs-check) passes clean.",
          "is_bot": false,
          "headline": "refactor: delete dead DDD technical slice (zero live callers)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T19:43:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9e4a40067385dadba3de0b88522483b65e70dabe",
          "body": "Nine pydantic models for the technical domain payload layer:\nRSIAnalysis, MACDAnalysis, StochasticAnalysis, BollingerAnalysis,\nVolumeAnalysis, TrendAnalysis, LevelsResult, and FullTechnicalAnalysis\n(composing the above). Bottom layer of maverick/technical -- imports\nnothing from this domain, per the import-linter layering contract.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(technical): add payload types",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T19:40:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8524b0da1065148a260e77d98411458b56962b20",
          "body": null,
          "is_bot": false,
          "headline": "feat(technical): add domain settings",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T19:37:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82b09aa580182387cabe906e586e6aa79ae1edc5",
          "body": "Adds docstring-only types.py, config.py, analysis.py, service.py, and\ntools.py beside the existing indicators.py, plus the technical layers\ncontract (tools -> service -> indicators|analysis -> config -> types).\n\nReworks the old blanket \"technical never imports domains\" forbidden\ncontract, which bann\n[…]\nmirroring how screening consumes it) but\nkeeps them forbidden from screening/portfolio. Screening's existing\ndependency on maverick.technical.indicators is unaffected; all prior\ncontracts remain kept.",
          "is_bot": false,
          "headline": "feat(technical): add domain skeleton and rework layer contracts",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T19:27:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "45cb626d87636dcb98cf12897cb7a168a10493f9",
          "body": "Three new golden indicators, pure analysis rubrics with the outlook trend\nbug fixed rather than ported, a service on the market-data seam, four\ncanonical tools, no chart rendering, and the dead DDD slice deleted.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: add phase 5 execution plan (technical domain completion)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T19:22:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8ac0c5b34b3c4e28fadc342e43189dc35f194bd",
          "body": "…res scale latency\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "chore(portfolio): drop unused price_lookback_days setting, note postg…",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T19:16:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87ac4af4db970bd49d8f54dcfd8f154462eee89d",
          "body": "The file was untracked when the tracked-files ruff format check gate ran\nlocally, so it slipped past that check; the CI whole-tree ruff format\ncheck caught it.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "fix: reformat tests/portfolio/test_analysis.py per ruff",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T19:06:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cfce519c5180a0fe31b06909fe8e974d8975e34",
          "body": "Close out Phase 4: add edge-branch coverage for analysis.py private\nhelpers and an earliest-purchase-date assertion to the naive/aware\nservice regression; export the public maverick.portfolio surface via\n__init__.py; record the QUALITY_SCORE grade and three cutover-tracked\ntech-debt rows; append dec\n[…]\ns.py layer\nsplit and UTC purchase-date normalization; move the exec plan to\ncompleted/ with the CATALOG/INDEX pointers updated.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: complete phase 4 (portfolio domain)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T19:01:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1317783a5d0b6b0f70dbab18963a4bf20da24006",
          "body": "Adds seven portfolio_* tools (add_position, get_my_portfolio,\nremove_position, clear_portfolio requiring confirm=True,\nrisk_adjusted_analysis, compare_tickers, correlation_analysis) mirroring\nthe screening/market_data tools.py pattern: configure/_require_service\nseam, uniform portfolio_name paramete\n[…]\neadOnlyHint False\ndestructiveHint True idempotentHint True. Also registers the\nportfolio://my-holdings resource for AI context.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(portfolio): add MCP tool layer and resource",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T18:47:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "30a0e9bee1ead731fd4b24dd417c3938bfdbb6e9",
          "body": "Adds PortfolioService (CRUD composing the ledger + data.py in single\nsession_scope transactions; get_portfolio fetching live quotes per\nposition under Semaphore(4), a failed quote leaving that position's\nprice fields None without failing the read) plus a new analysis.py\nsibling module for the three \n[…]\nn the ledger's earliest-date-wins comparison. add_position\nnow normalizes purchase_date to UTC-aware before calling the ledger.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(portfolio): add domain service",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T18:46:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "81caa1bb2b133f33b677208c7e76b06c8ca25040",
          "body": "The PRAGMA foreign_keys=ON listener added in the portfolio persistence\ncommit was registered at the sqlalchemy.Engine CLASS level, so it fired\nfor every SQLite connection in the process, including legacy\nmaverick_mcp engines whose FK write paths were never audited for this\nbehavior change. Cross-cut\n[…]\nrick/portfolio/data.py no longer registers anything; its\npf_positions.portfolio_id ON DELETE CASCADE now depends on the platform\nlistener, which the existing cascade-delete test continues to exercise.",
          "is_bot": false,
          "headline": "fix(platform): scope sqlite fk enforcement to maverick-created engines",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T18:25:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "67796e6c262f87c943b404e732d3a637f2114838",
          "body": "Adds pf_portfolios/pf_positions tables and five storage functions\n(get_or_create_portfolio, read_positions, upsert_position,\ndelete_position, clear_positions) that store exactly what the ledger\ncomputed -- no math in this layer. Decimal columns round-trip via\nexplicit str-mediated Decimal(str(...)) \n[…]\nsince the\nscenario it exercises -- position_value's divide-by-zero safety -- is\nstill a real ledger-level guarantee worth testing even though it is no\nlonger reachable through validated construction).",
          "is_bot": false,
          "headline": "feat(portfolio): add persistence layer",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T18:17:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a10a8d7ac4bd7d15cbebb17724963f14cc1e7b8f",
          "body": "Ports the legacy Position/Portfolio dataclass math (average-cost\nformula, ROUND_HALF_UP quantization, earliest-date-wins,\npartial-sale-keeps-basis, zero-cost-safe percentages) onto four pure\nfunctions over PositionPayload: add_shares, remove_shares,\nposition_value, portfolio_metrics.",
          "is_bot": false,
          "headline": "feat(portfolio): add decimal position ledger",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T18:06:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a9d62df83b0c577120c32ca2ab79862df4914f4",
          "body": "maverick_mcp/tools/portfolio_manager.py was an unused in-memory/JSON-file\nportfolio duplicate with float math, superseded by maverick/portfolio/.\nZero live importers verified via grep. Cleaned the orphaned re-export in\nmaverick_mcp/tools/__init__.py and removed the module's import-side-effects\nsmoke-test line.",
          "is_bot": false,
          "headline": "refactor: delete dead portfolio_manager duplicate",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T17:58:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eff9cde4fec650329734ba207394028735d3a917",
          "body": null,
          "is_bot": false,
          "headline": "feat(portfolio): add payload types",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T17:56:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "740139c24f960c3821587d018d8b30b71e500bbb",
          "body": "Add PortfolioSettings with the ten fields from the Task 3 spec (three\nenv-backed via PF_DEFAULT_PORTFOLIO_NAME/PF_CORRELATION_DAYS/\nPF_RISK_ACCOUNT_SIZE, the rest static defaults), plus the\nget_portfolio_settings()/reset_portfolio_settings() singleton, mirroring\nthe screening and market_data config modules. TDD: tests written first\n(RED on missing PortfolioSettings), then implementation (GREEN).",
          "is_bot": false,
          "headline": "feat(portfolio): add domain settings",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T17:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7a1ea99e0bc76b7fad34caba3a7d043184140be",
          "body": "Mirrors the screening domain template: docstring-only tools -> service\n-> {data, ledger} -> config -> types skeleton, plus an import-linter\nlayers contract enforcing the forward-only ordering. Extends the\nplatform-independence and technical-independence forbidden contracts to\ncover the new portfolio domain.",
          "is_bot": false,
          "headline": "feat(portfolio): add domain skeleton with enforced layer contracts",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T17:46:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ded0848f7b5b0239d6175e988c5443c50997d79",
          "body": "Decimal position ledger ported from the tested domain layer, persistence,\nportfolio-aware analyses on the seam, and the seven canonical portfolio\ntools. Dead float-math duplicate deleted.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "docs: add phase 4 execution plan (portfolio domain)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T17:43:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc6d543d0d22736dfdd43669ae2239622c4a4fc0",
          "body": "…symbol once per sweep",
          "is_bot": false,
          "headline": "fix(screening): guard snapshots against degraded runs and fetch each …",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T15:03:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f4e2432996d03fa345f42a4d3fef1bfe144b87e",
          "body": "Closes out phase 3: exports maverick/screening's public API\n(ScreeningService, the four payload types, get_screening_settings,\nconfigure/register, and the three pure rubric functions) with __all__,\nsmoke-tested. Grades maverick/technical/ and maverick/screening/ A in\nQUALITY_SCORE.md and notes the p\n[…]\nning_run_screens' uniform results-map shape). Moves the phase 3\nplan to completed/ and updates its CATALOG/INDEX entries.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6\nEOF\n)",
          "is_bot": false,
          "headline": "docs: complete phase 3 (screening domain)",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T14:47:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4d8a6c596f891518d2eba97a5043c504530d8fa9",
          "body": "Six screening_-prefixed tools over ScreeningService, mirroring market_data's\ntools.py structure exactly: configure(service)/_require_service() module\nseam, try/except-wrapped handlers returning {\"status\": \"error\", \"error\":\n...} on any exception, success payloads as model_dump lists plus status and\nc\n[…]\nreen=None) recomputes one screen or all\nthree (readOnlyHint False, destructiveHint False, idempotentHint True); the\nother five are read-only queries.\n\nFlips Task 9's checkbox in the phase 3 exec plan.",
          "is_bot": false,
          "headline": "feat(screening): add MCP tool layer",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T14:35:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "03bb928e71c54e62b6d47321d3fb507da4dda838",
          "body": "ScreeningService composes MarketDataService price history with the pure\nscreens.py rubrics: run_screen/run_all_screens fetch each universe symbol's\nhistory (bounded by an asyncio.Semaphore(4), a generous 400-day window so\nsupply_demand's 221-bar sma200-rising check always has enough data, skip\nand l\n[…]\ned by a bare\nper-engine boolean, so a second domain's ensure_schema call on the same\nalready-seen engine silently skipped creating its own tables. Now\nmemoized per (engine, table names) instead.\nEOF\n)",
          "is_bot": false,
          "headline": "feat(screening): add domain service with compute and query",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T14:32:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "868847d8d5a9d7c375ab6b2d8261f5a8defd2539",
          "body": "Port the legacy Maverick bullish/bear/supply-demand scoring rubrics as\npure functions over maverick.technical indicators, with one shared\n_build_reason() helper replacing the three near-duplicate legacy\nreason generators. TDD: hand-crafted deterministic frames assert exact\ncombined_score values for each rubric branch, plus history-too-short\nand gate-failure None cases.\n\nClaude-Session: https://claude.ai/code/session_01DsvKJPoecUxCxHGmAaaAT6",
          "is_bot": false,
          "headline": "feat(screening): add pure screen rubrics",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T14:17:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ddb22f67554e1ca2f19cc85d509377c89cae83c",
          "body": "…dates\n\nAdds a test mirroring read_top's two-date coverage: an older bullish\nsnapshot whose row would satisfy every criterion, and a newer one that\nalso does, asserting read_by_criteria returns only the newer date's row.\nVerified RED-worthy by temporarily dropping the date_analyzed predicate\nfrom read_by_criteria and confirming the test fails.",
          "is_bot": false,
          "headline": "test(screening): pin read_by_criteria latest-date scoping across two …",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T14:05:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f81116a0ca0c96f0a1899ab3b190e58815fac42b",
          "body": "Add maverick/screening/data.py: a single scr_results table (unique on\nscreen+symbol+date_analyzed, indexed on screen+date_analyzed+combined_score)\nreplacing the three near-identical legacy tables. Delete-then-insert\nreplace_screen_snapshot preserves legacy upsert-by-date semantics;\nread_top/read_lat\n[…]\nn tests/screening/test_data.py covering snapshot\nreplace-idempotence, top-N ordering/filters, criteria filtering, latest-all\nacross differing dates, empty states, and JSON/Decimal round-trip fidelity.",
          "is_bot": false,
          "headline": "feat(screening): add results persistence",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T14:05:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f656810e306f8b8838238952d23410602933f7ce",
          "body": "Add ScreeningResult, AllScreeningResults, ScreenRun, and\nScreeningCriteria pydantic models to the bottom layer of the\nscreening domain. screen is constrained to a Literal of\n\"bullish\" | \"bearish\" | \"supply_demand\".",
          "is_bot": false,
          "headline": "feat(screening): add payload types",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T13:52:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e866f4b3a456929e704011b94758d474a2ab2860",
          "body": "ScreeningSettings ports the legacy screening rubric thresholds (bullish/bear min score, min history days, universe cap) as env-backed fields via the platform env_int helper, plus static defaults for the volume/ATR/RSI multipliers and result limits. get_screening_settings()/reset_screening_settings() mirror the market_data config singleton pattern.",
          "is_bot": false,
          "headline": "feat(screening): add domain settings",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T13:51:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5aa97c4e05bc77fa88bfadf2cf32bceb2d4d997",
          "body": "Mirrors the market_data domain template: docstring-only tools -> service\n-> {data, screens} -> config -> types skeleton, plus an import-linter\nlayers contract enforcing the forward-only ordering. Extends the\nplatform-independence and technical-independence forbidden contracts to\ncover the new screening domain.",
          "is_bot": false,
          "headline": "feat(screening): add domain skeleton with enforced layer contracts",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T13:43:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3791e8dc18395fff47613f683e62a8debb2093e1",
          "body": "Add maverick/technical/indicators.py: pure pandas/numpy sma, ema, rsi, macd, atr, derived term-for-term from pandas-ta's non-TA-Lib formulas. scripts/record_indicator_fixtures.py records the pandas-ta reference values once into tests/technical/fixtures/indicator_goldens.json (the only place pandas_t\n[…]\npy asserts allclose(rtol=1e-9) plus identical NaN positions against those goldens, with edge tests for insufficient history and constant series. Adds the technical-independence import-linter contract.",
          "is_bot": false,
          "headline": "feat(technical): add pure-python indicator core with pandas-ta goldens",
          "author_name": "Seth Hobson",
          "author_login": "wshobson",
          "committed_at": "2026-07-19T13:40:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        }
      ],
      "releases_count": 1,
      "commits_last_year": 475,
      "latest_release_at": "2026-07-20T08:35:57Z",
      "latest_release_tag": "v1.0.0",
      "releases_from_tags": false,
      "days_since_last_push": 7,
      "active_weeks_last_year": 28,
      "days_since_latest_release": 8,
      "mean_days_between_releases": null
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 100,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 155,
      "stars": 640,
      "watchers": 13,
      "fork_history": {
        "days": [
          {
            "date": "2025-08-24",
            "count": 1
          },
          {
            "date": "2025-08-25",
            "count": 1
          },
          {
            "date": "2025-08-26",
            "count": 1
          },
          {
            "date": "2025-08-27",
            "count": 1
          },
          {
            "date": "2025-08-28",
            "count": 1
          },
          {
            "date": "2025-08-29",
            "count": 1
          },
          {
            "date": "2025-08-30",
            "count": 2
          },
          {
            "date": "2025-09-01",
            "count": 1
          },
          {
            "date": "2025-09-04",
            "count": 2
          },
          {
            "date": "2025-09-06",
            "count": 1
          },
          {
            "date": "2025-09-10",
            "count": 1
          },
          {
            "date": "2025-09-13",
            "count": 1
          },
          {
            "date": "2025-09-18",
            "count": 1
          },
          {
            "date": "2025-09-20",
            "count": 1
          },
          {
            "date": "2025-09-24",
            "count": 1
          },
          {
            "date": "2025-09-29",
            "count": 1
          },
          {
            "date": "2025-10-03",
            "count": 1
          },
          {
            "date": "2025-10-06",
            "count": 1
          },
          {
            "date": "2025-10-09",
            "count": 1
          },
          {
            "date": "2025-10-10",
            "count": 2
          },
          {
            "date": "2025-10-11",
            "count": 1
          },
          {
            "date": "2025-10-13",
            "count": 2
          },
          {
            "date": "2025-10-14",
            "count": 1
          },
          {
            "date": "2025-10-15",
            "count": 1
          },
          {
            "date": "2025-10-19",
            "count": 2
          },
          {
            "date": "2025-10-22",
            "count": 1
          },
          {
            "date": "2025-10-23",
            "count": 1
          },
          {
            "date": "2025-10-26",
            "count": 1
          },
          {
            "date": "2025-10-28",
            "count": 1
          },
          {
            "date": "2025-10-29",
            "count": 1
          },
          {
            "date": "2025-10-30",
            "count": 1
          },
          {
            "date": "2025-11-01",
            "count": 1
          },
          {
            "date": "2025-11-03",
            "count": 2
          },
          {
            "date": "2025-11-04",
            "count": 1
          },
          {
            "date": "2025-11-06",
            "count": 1
          },
          {
            "date": "2025-11-07",
            "count": 1
          },
          {
            "date": "2025-11-08",
            "count": 1
          },
          {
            "date": "2025-11-18",
            "count": 1
          },
          {
            "date": "2025-11-19",
            "count": 2
          },
          {
            "date": "2025-11-22",
            "count": 2
          },
          {
            "date": "2025-11-30",
            "count": 1
          },
          {
            "date": "2025-12-01",
            "count": 1
          },
          {
            "date": "2025-12-02",
            "count": 1
          },
          {
            "date": "2025-12-11",
            "count": 1
          },
          {
            "date": "2025-12-15",
            "count": 1
          },
          {
            "date": "2025-12-16",
            "count": 1
          },
          {
            "date": "2025-12-18",
            "count": 2
          },
          {
            "date": "2025-12-24",
            "count": 1
          },
          {
            "date": "2025-12-25",
            "count": 1
          },
          {
            "date": "2025-12-27",
            "count": 1
          },
          {
            "date": "2025-12-29",
            "count": 1
          },
          {
            "date": "2026-01-03",
            "count": 2
          },
          {
            "date": "2026-01-05",
            "count": 1
          },
          {
            "date": "2026-01-09",
            "count": 1
          },
          {
            "date": "2026-01-12",
            "count": 1
          },
          {
            "date": "2026-01-13",
            "count": 4
          },
          {
            "date": "2026-01-14",
            "count": 1
          },
          {
            "date": "2026-01-15",
            "count": 1
          },
          {
            "date": "2026-01-17",
            "count": 1
          },
          {
            "date": "2026-01-19",
            "count": 1
          },
          {
            "date": "2026-01-23",
            "count": 1
          },
          {
            "date": "2026-01-24",
            "count": 2
          },
          {
            "date": "2026-02-01",
            "count": 1
          },
          {
            "date": "2026-02-03",
            "count": 1
          },
          {
            "date": "2026-02-05",
            "count": 2
          },
          {
            "date": "2026-02-07",
            "count": 2
          },
          {
            "date": "2026-02-11",
            "count": 2
          },
          {
            "date": "2026-02-12",
            "count": 3
          },
          {
            "date": "2026-02-14",
            "count": 1
          },
          {
            "date": "2026-02-18",
            "count": 1
          },
          {
            "date": "2026-02-21",
            "count": 1
          },
          {
            "date": "2026-02-22",
            "count": 1
          },
          {
            "date": "2026-02-23",
            "count": 1
          },
          {
            "date": "2026-03-01",
            "count": 1
          },
          {
            "date": "2026-03-03",
            "count": 2
          },
          {
            "date": "2026-03-05",
            "count": 1
          },
          {
            "date": "2026-03-08",
            "count": 2
          },
          {
            "date": "2026-03-09",
            "count": 1
          },
          {
            "date": "2026-03-10",
            "count": 1
          },
          {
            "date": "2026-03-13",
            "count": 1
          },
          {
            "date": "2026-03-19",
            "count": 1
          },
          {
            "date": "2026-03-20",
            "count": 1
          },
          {
            "date": "2026-03-21",
            "count": 1
          },
          {
            "date": "2026-03-22",
            "count": 1
          },
          {
            "date": "2026-03-23",
            "count": 1
          },
          {
            "date": "2026-03-24",
            "count": 1
          },
          {
            "date": "2026-03-28",
            "count": 1
          },
          {
            "date": "2026-03-31",
            "count": 1
          },
          {
            "date": "2026-04-02",
            "count": 1
          },
          {
            "date": "2026-04-03",
            "count": 1
          },
          {
            "date": "2026-04-04",
            "count": 1
          },
          {
            "date": "2026-04-06",
            "count": 2
          },
          {
            "date": "2026-04-10",
            "count": 1
          },
          {
            "date": "2026-04-15",
            "count": 4
          },
          {
            "date": "2026-04-18",
            "count": 2
          },
          {
            "date": "2026-04-19",
            "count": 2
          },
          {
            "date": "2026-04-27",
            "count": 1
          },
          {
            "date": "2026-04-28",
            "count": 1
          },
          {
            "date": "2026-05-01",
            "count": 1
          },
          {
            "date": "2026-05-11",
            "count": 1
          },
          {
            "date": "2026-05-13",
            "count": 2
          },
          {
            "date": "2026-05-15",
            "count": 1
          },
          {
            "date": "2026-05-20",
            "count": 1
          },
          {
            "date": "2026-05-28",
            "count": 2
          },
          {
            "date": "2026-05-29",
            "count": 1
          },
          {
            "date": "2026-06-01",
            "count": 1
          },
          {
            "date": "2026-06-07",
            "count": 1
          },
          {
            "date": "2026-06-10",
            "count": 1
          },
          {
            "date": "2026-06-11",
            "count": 1
          },
          {
            "date": "2026-06-13",
            "count": 1
          },
          {
            "date": "2026-06-17",
            "count": 1
          },
          {
            "date": "2026-06-19",
            "count": 1
          },
          {
            "date": "2026-06-20",
            "count": 1
          },
          {
            "date": "2026-06-23",
            "count": 1
          },
          {
            "date": "2026-06-26",
            "count": 1
          },
          {
            "date": "2026-07-01",
            "count": 1
          },
          {
            "date": "2026-07-04",
            "count": 1
          },
          {
            "date": "2026-07-08",
            "count": 1
          },
          {
            "date": "2026-07-09",
            "count": 1
          },
          {
            "date": "2026-07-15",
            "count": 1
          },
          {
            "date": "2026-07-19",
            "count": 2
          },
          {
            "date": "2026-07-26",
            "count": 1
          },
          {
            "date": "2026-07-27",
            "count": 2
          }
        ],
        "complete": true,
        "collected": 154,
        "total_forks": 155
      },
      "star_history": null,
      "open_issues_and_prs": 12
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": true,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "maverick/py.typed",
        "pyrightconfig.json"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 48923,
      "source_files_sampled": 190,
      "oversized_source_files": 0,
      "agent_instruction_files": [
        "AGENTS.md",
        "CLAUDE.md",
        "GEMINI.md"
      ],
      "agent_instruction_max_bytes": 5027
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "chromadb",
            "direct": false,
            "version": "1.5.9",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.8,
            "advisory_ids": [
              "GHSA-f4j7-r4q5-qw2c",
              "PYSEC-2026-311"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": 70
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.2.0",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-45hq-cxwh-f6vc",
              "GHSA-4x4j-2g7c-83w6",
              "GHSA-5x94-69rx-g8h2",
              "GHSA-62p4-gmf7-7g93",
              "GHSA-6r8x-57c9-28j4",
              "GHSA-8v84-f9pq-wr9x",
              "GHSA-9hw9-ch79-4vh6",
              "GHSA-fj7v-r99m-22gq",
              "GHSA-jjj6-mw9f-p565",
              "GHSA-pg7v-jwj7-p798"
            ],
            "fixed_version": "12.3.0",
            "advisory_count": 26,
            "oldest_advisory_days": 21
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.14.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2fqr-mr3j-6wp8",
              "GHSA-4fvr-rgm6-gqmc",
              "GHSA-4m7w-qmgq-4wj5",
              "GHSA-63hw-fmq6-xxg2",
              "GHSA-9x8q-7h8h-wcw9",
              "GHSA-g3cq-j2xw-wf74",
              "GHSA-hpj7-wq8m-9hgp",
              "GHSA-xcgm-r5h9-7989",
              "PYSEC-2026-2107",
              "PYSEC-2026-2108"
            ],
            "fixed_version": "3.14.1",
            "advisory_count": 16,
            "oldest_advisory_days": 42
          },
          {
            "name": "nltk",
            "direct": false,
            "version": "3.9.4",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-p4gq-832x-fm9v",
              "PYSEC-2026-2078",
              "PYSEC-2026-597"
            ],
            "fixed_version": "3.10.0",
            "advisory_count": 3,
            "oldest_advisory_days": 42
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 2,
          "critical": 2
        },
        "advisory_count": 47,
        "affected_count": 4,
        "assessed_count": 253,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "fastmcp",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.3.1"
        },
        {
          "name": "mcp",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.28.1"
        },
        {
          "name": "uvicorn",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.48.0"
        },
        {
          "name": "python-multipart",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.0.31"
        },
        {
          "name": "aiofiles",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=25.1.0"
        },
        {
          "name": "httpx",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.28.1"
        },
        {
          "name": "python-dotenv",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.2.2"
        },
        {
          "name": "anthropic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.104.1"
        },
        {
          "name": "openai",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.38.0"
        },
        {
          "name": "sqlalchemy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0.50"
        },
        {
          "name": "psycopg2-binary",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.9.12"
        },
        {
          "name": "aiosqlite",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.22.1"
        },
        {
          "name": "asyncpg",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.31.0"
        },
        {
          "name": "greenlet",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.5.1"
        },
        {
          "name": "redis",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=7.4.0"
        },
        {
          "name": "hiredis",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.3.1"
        },
        {
          "name": "msgpack",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.2.1"
        },
        {
          "name": "certifi",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2026.5.20"
        },
        {
          "name": "numpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.2.6"
        },
        {
          "name": "pandas",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.3.3"
        },
        {
          "name": "yfinance",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.4.0"
        },
        {
          "name": "finvizfinance",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.3.0"
        },
        {
          "name": "pytz",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2026.2"
        },
        {
          "name": "cryptography",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=48.0.1"
        },
        {
          "name": "psutil",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=7.2.2"
        },
        {
          "name": "pandas-market-calendars",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.4.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "aiofiles",
            "direct": true,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosqlite",
            "direct": true,
            "version": "0.22.1",
            "ecosystem": "pypi"
          },
          {
            "name": "anthropic",
            "direct": true,
            "version": "0.104.1",
            "ecosystem": "pypi"
          },
          {
            "name": "asyncpg",
            "direct": true,
            "version": "0.31.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": true,
            "version": "2026.5.20",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": true,
            "version": "48.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fastmcp",
            "direct": true,
            "version": "3.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "finvizfinance",
            "direct": true,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "greenlet",
            "direct": true,
            "version": "3.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "hiredis",
            "direct": true,
            "version": "3.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": true,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mcp",
            "direct": true,
            "version": "1.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "msgpack",
            "direct": true,
            "version": "1.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": true,
            "version": "2.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": true,
            "version": "2.38.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": true,
            "version": "2.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas-market-calendars",
            "direct": true,
            "version": "5.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": true,
            "version": "7.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "psycopg2-binary",
            "direct": true,
            "version": "2.9.12",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": true,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": true,
            "version": "0.0.31",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": true,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "redis",
            "direct": true,
            "version": "7.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": true,
            "version": "2.0.50",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": true,
            "version": "0.48.0",
            "ecosystem": "pypi"
          },
          {
            "name": "yfinance",
            "direct": true,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aiofile",
            "direct": false,
            "version": "3.11.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anywidget",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "asttokens",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "authlib",
            "direct": false,
            "version": "1.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "backoff",
            "direct": false,
            "version": "1.11.1",
            "ecosystem": "pypi"
          },
          {
            "name": "bandit",
            "direct": false,
            "version": "1.9.4",
            "ecosystem": "pypi"
          },
          {
            "name": "bcrypt",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beartype",
            "direct": false,
            "version": "0.22.9",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "build",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cachetools",
            "direct": false,
            "version": "7.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "caio",
            "direct": false,
            "version": "0.9.25",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "chromadb",
            "direct": false,
            "version": "1.5.9",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "comm",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "curl-cffi",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cycler",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cyclopts",
            "direct": false,
            "version": "4.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "dateparser",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "decorator",
            "direct": false,
            "version": "5.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "dnspython",
            "direct": false,
            "version": "2.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docker",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": false,
            "version": "0.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "dparse",
            "direct": false,
            "version": "0.6.4",
            "ecosystem": "pypi"
          },
          {
            "name": "durationpy",
            "direct": false,
            "version": "0.10",
            "ecosystem": "pypi"
          },
          {
            "name": "email-validator",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exa-py",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "exchange-calendars",
            "direct": false,
            "version": "4.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "execnet",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "executing",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fastmcp-slim",
            "direct": false,
            "version": "3.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.29.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flatbuffers",
            "direct": false,
            "version": "25.12.19",
            "ecosystem": "pypi"
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.63.0",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": false,
            "version": "2026.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": false,
            "version": "1.75.0",
            "ecosystem": "pypi"
          },
          {
            "name": "griffelib",
            "direct": false,
            "version": "2.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "grimp",
            "direct": false,
            "version": "3.15",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": false,
            "version": "1.80.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hf-xet",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httptools",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx-sse",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "huggingface-hub",
            "direct": false,
            "version": "1.16.1",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.16",
            "ecosystem": "pypi"
          },
          {
            "name": "imageio",
            "direct": false,
            "version": "2.37.3",
            "ecosystem": "pypi"
          },
          {
            "name": "import-linter",
            "direct": false,
            "version": "2.13",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-resources",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "9.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython-pygments-lexers",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ipywidgets",
            "direct": false,
            "version": "8.1.8",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-classes",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "6.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-functools",
            "direct": false,
            "version": "4.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jedi",
            "direct": false,
            "version": "0.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jeepney",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "joblib",
            "direct": false,
            "version": "1.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "joserfc",
            "direct": false,
            "version": "1.6.8",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpatch",
            "direct": false,
            "version": "1.33",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpointer",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonref",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-path",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-widgets",
            "direct": false,
            "version": "3.0.16",
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": false,
            "version": "25.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "kiwisolver",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "korean-lunar-calendar",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "kubernetes",
            "direct": false,
            "version": "36.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain",
            "direct": false,
            "version": "1.3.9",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-anthropic",
            "direct": false,
            "version": "1.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-classic",
            "direct": false,
            "version": "1.0.7",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-community",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-core",
            "direct": false,
            "version": "1.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-openai",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-protocol",
            "direct": false,
            "version": "0.0.15",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-text-splitters",
            "direct": false,
            "version": "1.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph",
            "direct": false,
            "version": "1.2.4",
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph-checkpoint",
            "direct": false,
            "version": "4.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph-prebuilt",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph-sdk",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "langsmith",
            "direct": false,
            "version": "0.8.18",
            "ecosystem": "pypi"
          },
          {
            "name": "llvmlite",
            "direct": false,
            "version": "0.44.0",
            "ecosystem": "pypi"
          },
          {
            "name": "lxml",
            "direct": false,
            "version": "6.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "marshmallow",
            "direct": false,
            "version": "4.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": "3.10.9",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib-inline",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "maverick-mcp-server",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mmh3",
            "direct": false,
            "version": "5.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "more-itertools",
            "direct": false,
            "version": "11.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "multitasking",
            "direct": false,
            "version": "0.0.13",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "narwhals",
            "direct": false,
            "version": "2.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "nltk",
            "direct": false,
            "version": "3.9.4",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "numba",
            "direct": false,
            "version": "0.61.2",
            "ecosystem": "pypi"
          },
          {
            "name": "oauthlib",
            "direct": false,
            "version": "3.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "onnxruntime",
            "direct": false,
            "version": "1.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "openapi-pydantic",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-api",
            "direct": false,
            "version": "1.42.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp-proto-grpc",
            "direct": false,
            "version": "1.11.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-proto",
            "direct": false,
            "version": "1.11.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-sdk",
            "direct": false,
            "version": "1.42.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-semantic-conventions",
            "direct": false,
            "version": "0.63b1",
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.11.9",
            "ecosystem": "pypi"
          },
          {
            "name": "ormsgpack",
            "direct": false,
            "version": "1.12.2",
            "ecosystem": "pypi"
          },
          {
            "name": "overrides",
            "direct": false,
            "version": "7.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas-ta",
            "direct": false,
            "version": "0.4.71b0",
            "ecosystem": "pypi"
          },
          {
            "name": "parso",
            "direct": false,
            "version": "0.8.7",
            "ecosystem": "pypi"
          },
          {
            "name": "pathable",
            "direct": false,
            "version": "0.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "peewee",
            "direct": false,
            "version": "4.0.6",
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": false,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.9.6",
            "ecosystem": "pypi"
          },
          {
            "name": "plotly",
            "direct": false,
            "version": "6.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.52",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "7.35.0",
            "ecosystem": "pypi"
          },
          {
            "name": "psygnal",
            "direct": false,
            "version": "0.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ptyprocess",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pure-eval",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "py-key-value-aio",
            "direct": false,
            "version": "0.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pybase64",
            "direct": false,
            "version": "1.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-settings",
            "direct": false,
            "version": "2.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyluach",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyperclip",
            "direct": false,
            "version": "1.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pypika",
            "direct": false,
            "version": "0.51.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyproject-hooks",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyright",
            "direct": false,
            "version": "1.1.409",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-timeout",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": "3.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": false,
            "version": "311",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32-ctypes",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "regex",
            "direct": false,
            "version": "2026.5.9",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-oauthlib",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-toolbelt",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "15.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich-rst",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ruamel-yaml",
            "direct": false,
            "version": "0.19.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.15.14",
            "ecosystem": "pypi"
          },
          {
            "name": "safety",
            "direct": false,
            "version": "3.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "safety-schemas",
            "direct": false,
            "version": "0.0.16",
            "ecosystem": "pypi"
          },
          {
            "name": "schedule",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-learn",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "secretstorage",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.8.4",
            "ecosystem": "pypi"
          },
          {
            "name": "sse-starlette",
            "direct": false,
            "version": "3.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "stack-data",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "stevedore",
            "direct": false,
            "version": "5.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": "9.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "testcontainers",
            "direct": false,
            "version": "4.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "threadpoolctl",
            "direct": false,
            "version": "3.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tiktoken",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tokenizers",
            "direct": false,
            "version": "0.23.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tomlkit",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "toolz",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": "4.67.3",
            "ecosystem": "pypi"
          },
          {
            "name": "traitlets",
            "direct": false,
            "version": "5.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ty",
            "direct": false,
            "version": "0.0.43",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": false,
            "version": "0.25.1",
            "ecosystem": "pypi"
          },
          {
            "name": "types-pytz",
            "direct": false,
            "version": "2026.2.0.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-requests",
            "direct": false,
            "version": "2.33.0.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzlocal",
            "direct": false,
            "version": "5.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "uncalled-for",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uuid-utils",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uvloop",
            "direct": false,
            "version": "0.22.1",
            "ecosystem": "pypi"
          },
          {
            "name": "vcrpy",
            "direct": false,
            "version": "8.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "vectorbt",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "watchdog",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "watchfiles",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "websocket-client",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "15.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "widgetsnbextension",
            "direct": false,
            "version": "4.0.15",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "xxhash",
            "direct": false,
            "version": "3.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.24.2",
            "ecosystem": "pypi"
          },
          {
            "name": "zstandard",
            "direct": false,
            "version": "0.25.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 253,
        "direct_count": 26,
        "indirect_count": 227
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 8,
        "merged_prs": 163,
        "open_issues": 4,
        "closed_ratio": 0.8,
        "closed_issues": 16,
        "closed_unmerged_prs": 22
      },
      "bus_factor": 1,
      "bot_contributors": 2,
      "top_contributors": [
        {
          "type": "User",
          "login": "wshobson",
          "commits": 300,
          "avatar_url": "https://avatars.githubusercontent.com/u/553618?v=4"
        },
        {
          "type": "User",
          "login": "claude",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/81847?v=4"
        },
        {
          "type": "User",
          "login": "alexander-schneider",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/33292100?v=4"
        },
        {
          "type": "User",
          "login": "theishangoswami",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/26306586?v=4"
        },
        {
          "type": "User",
          "login": "lwsinclair",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/2829939?v=4"
        },
        {
          "type": "User",
          "login": "Rishi5377",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/139863711?v=4"
        },
        {
          "type": "User",
          "login": "SuchonC",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/54425973?v=4"
        },
        {
          "type": "User",
          "login": "vldgrch",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/200945616?v=4"
        },
        {
          "type": "User",
          "login": "BobDenar1212",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/31540299?v=4"
        },
        {
          "type": "User",
          "login": "fudujiji",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/58880088?v=4"
        }
      ],
      "contributors_sampled": 11,
      "top_contributor_share": 0.965
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yml",
        "claude-code-review.yml",
        "claude.yml",
        "publish.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 5,
            "reason": "dependency not pinned by hash detected -- score normalized to 5",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "24 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "b6379894880a91604f280abb13fed985fdad7ef3",
        "ran_at": "2026-07-28T17:25:40Z",
        "aggregate_score": 4.5,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-27T10:33:27Z",
      "oldest_open_prs": [
        {
          "number": 132,
          "created_at": "2026-04-03T21:04:01Z",
          "last_comment_at": "2026-07-18T22:10:05Z",
          "last_comment_author": "wshobson"
        },
        {
          "number": 211,
          "created_at": "2026-07-18T21:58:00Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 213,
          "created_at": "2026-07-20T20:34:41Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 214,
          "created_at": "2026-07-20T20:34:55Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 215,
          "created_at": "2026-07-20T20:35:16Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 216,
          "created_at": "2026-07-20T20:35:32Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 217,
          "created_at": "2026-07-21T10:16:54Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 219,
          "created_at": "2026-07-27T10:33:06Z",
          "last_comment_at": "2026-07-27T10:33:23Z",
          "last_comment_author": "coderabbitai"
        }
      ],
      "last_merged_pr_at": "2026-07-18T22:09:44Z",
      "ci_last_conclusion": "SKIPPED",
      "oldest_open_issues": [
        {
          "number": 186,
          "created_at": "2026-05-26T06:15:54Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 187,
          "created_at": "2026-05-26T07:02:34Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 189,
          "created_at": "2026-05-26T07:10:55Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 218,
          "created_at": "2026-07-25T13:17:54Z",
          "last_comment_at": "2026-07-25T13:18:06Z",
          "last_comment_author": "coderabbitai"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/wshobson/maverick-mcp",
    "host": "github.com",
    "name": "maverick-mcp",
    "owner": "wshobson"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 69,
      "inputs": {
        "security": 56,
        "vitality": 80,
        "community": 80,
        "governance": 55,
        "engineering": 76
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 80,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "commits_last_year": 475,
              "human_commit_share": 1,
              "days_since_last_push": 7,
              "active_weeks_last_year": 28
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 7 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 7
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "28/52 weeks with commits",
                "points": 19.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 28
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "475 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 475
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "releases_count": 1,
              "latest_release_tag": "v1.0.0",
              "releases_from_tags": false,
              "days_since_latest_release": 8,
              "mean_days_between_releases": null
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "1 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 8 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "cadence unknown (single release)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence_unknown",
                    "params": {}
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 8,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 8 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 80,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "forks": 155,
              "stars": 640,
              "watchers": 13,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "640 stars",
                "points": 45.5,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 640
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "155 forks",
                "points": 18.2,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 155
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "13 watchers",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 55,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 29,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 11,
              "top_contributor_share": 0.965
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 96% of commits",
                "points": 0.8,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 96
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "11 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "merged_prs": 163,
              "open_issues": 4,
              "closed_issues": 16,
              "issue_closed_ratio": 0.8,
              "closed_unmerged_prs": 22
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "80% of issues closed",
                "points": 37.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 80
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "163/185 decided PRs merged",
                "points": 33.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 163,
                      "decided": 185
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 71,
            "inputs": {
              "followers": 2107,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "wshobson",
              "public_repos": 34,
              "account_age_days": 5679
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "2,107 followers of wshobson",
                "points": 23.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 2107,
                      "login": "wshobson"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "34 public repos, account ~15 yr old",
                "points": 23.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 34
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 15
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "anthropic",
                "artificial-intelligence",
                "claude",
                "equities",
                "finance",
                "financial-analysis",
                "fintech",
                "investing",
                "mcp",
                "mcp-server",
                "pandas",
                "python",
                "technical-analysis",
                "tiingo",
                "tiingo-api",
                "trading",
                "fastmcp",
                "mcp-servers",
                "stock-market",
                "stocks"
              ],
              "has_wiki": true,
              "homepage": "https://sethhobson.com",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://sethhobson.com",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 56,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 45,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 2.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "24 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 253 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 253
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 47,
              "affected_packages": 4,
              "assessed_packages": 253,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 2",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 253,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 69,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "GEMINI.md"
              ],
              "agent_instruction_max_bytes": 5027
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, GEMINI.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, GEMINI.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "maverick/py.typed",
                "pyrightconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "maverick/py.typed, pyrightconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "maverick/py.typed, pyrightconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 48923,
              "source_files_sampled": 190,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (maverick/py.typed, pyrightconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "maverick/py.typed, pyrightconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/190 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 190,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "critical",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'maverick-mcp-server' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T17:25:50.783054Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/w/wshobson/maverick-mcp.svg",
  "full_name": "wshobson/maverick-mcp",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистика.