Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-24 04:49 UTC

kitfunso / hippo-memory

Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. Zero dependencies.

TypeScript · JavaScriptMIT★ 717 зірок⑂ 37 форківз бер. 2026 р.Переглянути на GitHub ↗

kitfunso/hippo-memory має індекс здоров’я 67 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (86/100), найнижчий — Security (50/100). Останнє оновлення було 5 днів тому. Більшість нещодавньої роботи виконує один учасник.

67
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.

67
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

Keith SoОсобистий обліковий запис
17 підписників35 публічних репозиторіївз лип. 2020 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
npmhippo-memory1.27.03 7661415 днів томуmemoryaiagentsllmclaudecontextrecallepisodicsemanticembeddingshybrid-search
PyPIhippo-memory-sdk0.3.083555 днів томуmemoryai-agentsraghippo-memory

Метрики за категоріями

Життєздатність

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

86Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 5 дн. тому
11.8/36Ритм комітів — 17/52 тижнів із комітами
18/18Обсяг комітів — 656 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year656
human_commit_share1
days_since_last_push5
active_weeks_last_year17
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 100 релізів
36/36Свіжість релізів — останній реліз 5 дн. тому
27/27Ритм релізів — реліз кожні ~4,4 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count100
latest_release_tagv1.27.0
releases_from_tagsні
days_since_latest_release5
mean_days_between_releases4,4
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

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

56Помірний · 18% загального індексу
Як обчислюється оцінка
46.3/60Зірки — 717 зірок
13/25Форки — 37 форків
0/15Спостерігачі — 1 спостерігачів
Використані вхідні дані
forks37
stars717
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні
Як обчислюється оцінка
47.8/80Щомісячні завантаження — 3 849 завантажень/місяць у npm, pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packageshippo-memory, hippo-memory-sdk
dependents
ecosystemsnpm, pypi
total_downloads
monthly_downloads3 849
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

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

59Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
10/22.5Розподіл комітів — головний контриб’ютор — автор 56% комітів
2.7/13.5Широта контриб’юторів — 2 контриб’юторів
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Використані вхідні дані
bus_factor1
contributors_sampled2
top_contributor_share0,555
Як обчислюється оцінка
40.1/46.8Вирішення issue — закрито 86% issue
33.3/38.3Прийняття PR — злито 102/117 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs102
open_issues1
closed_issues6
issue_closed_ratio0,857
closed_unmerged_prs15
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
9/25Охоплення власника — 17 підписників у kitfunso
23.3/25Послужний список — 35 публічних репозиторіїв, вік облікового запису ~6 р.
Використані вхідні дані
followers17
owner_typeUser
is_verified
owner_loginkitfunso
public_repos35
account_age_days2 193
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 2 пакет(ів) у npm, pypi
35/35Свіжість публікацій — остання публікація 5 дн. тому
20/20Історія версій — 141 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packageshippo-memory, hippo-memory-sdk
ecosystemsnpm, pypi
any_deprecatedні
min_days_since_publish5

Інженерна якість

Чи наявні базові інженерні практики та документація?

77Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 2 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 24 out of 24 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://hippo-memory.com
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepagehttps://hippo-memory.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?

50Помірний · 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
2.5/2.5CI-Tests — 24 out of 24 merged PRs checked by a CI test -- score normalized to 10
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
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 38 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,5
Виключено з оцінювання (немає даних або не застосовно): signed_releases. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
3.5/25Непрямі залежності без відомих сповіщень — уражено 4: protobufjs 6.11.6 (critical 9.8), adm-zip 0.5.18 (high 7.5), sharp 0.32.6 (high 7.3), ще +1
32.1/40Немає задавнених сповіщень — 1 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 98 дн. тому
Використані вхідні дані
sourceosv
advisories14
affected_packages4
assessed_packages139
unassessed_packages0
affected_by_severitycritical 1, high 3
direct_affected_packages0
Звірено з runtime-замиканням залежностей npm:hippo-memory@1.27.0 — тим, що тягне за собою встановлення опублікованого пакета, — 139 пакетів. 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.

73Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md
15/15Машиночитана документація (llms.txt) — llms.txt наявний
40/40Читабельна історія комітів — намір зазначено у 100 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtтак
legible_history_share1
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes1 782
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — python/src/hippo_memory/py.typed, tsconfig.json, ui/tsconfig.json, website/tsconfig.json
10/10Відтворюване середовище — lockfile
10/10Підтверджена практика роботи з агентами — 88 з останніх 100 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Використані вхідні дані
has_nixні
has_testsтак
lockfilespackage-lock.json, uv.lock
has_dockerfileні
typed_languageтак
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configspython/src/hippo_memory/py.typed, tsconfig.json, ui/tsconfig.json, website/tsconfig.json
agent_commit_share0,88
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — TypeScript (статично типізована)
54.6/55Керовані розміри файлів — 5/631 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageTypeScript
largest_source_bytes352 615
source_files_sampled631
oversized_source_files5
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalні
api_schema_files

Ключові факти

717зірок GitHub
2контриб'юторів
656комітів за останні 12 місяців
5днів від останнього пушу
100релізів
1бас-фактор
1відкритих issue
npm, PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

Історія зірок і форків 0 ★ / 37 ⇿
0Зірки
37Форки
91Релізи

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.

01325383792026-032026-052026-07
Мажорні 1Мінорні 36Патчі 52
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 · 2026-07-24 04:49 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests24 out of 24 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities38 existing vulnerabilities detected
Прямі залежності 16
РеєстрПакетОбмеження версіїМаніфест
PyPIhttpx>=0.27python/pyproject.toml
PyPIpydantic>=2.0python/pyproject.toml
npm@types/three^0.184.0ui/package.json
npmd3-force^3.0.0ui/package.json
npmreact^19.0.0ui/package.json
npmreact-dom^19.0.0ui/package.json
npmthree^0.184.0ui/package.json
npm@astrojs/preact^5.1.4website/package.json
npm@astrojs/sitemap^3.7.3website/package.json
npm@fontsource-variable/bricolage-grotesque^5.2.10website/package.json
npm@fontsource-variable/hanken-grotesk^5.2.8website/package.json
npm@fontsource-variable/jetbrains-mono^5.2.8website/package.json
npm@tailwindcss/vite^4.3.0website/package.json
npmastro^6.4.2website/package.json
npmpreact^10.29.2website/package.json
npmtailwindcss^4.3.0website/package.json
Усі залежності не зібрано

Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Сповіщення про залежності 4

Встановлення npm:hippo-memory@1.27.0 тягне 139 пакетів, прямих і транзитивних: 4 мають відомі сповіщення, з них 0 — прямі залежності.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
protobufjs6.11.6непрямакритична118.6.0
adm-zip0.5.18непрямависока10.6.0
sharp0.32.6непрямависока10.35.0
sharp0.34.5непрямависока10.35.0

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
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      "pushed_at": "2026-07-18T18:49:21Z",
      "created_at": "2026-03-15T10:40:26Z",
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      "updated_at": "2026-07-22T20:34:09Z",
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          "body": "* feat: close v39 scope-isolation post-ship tail (CLI recall deny, secretSkipped, surface tests)\n\nCloses TODOS.md \"Memory scope isolation post-ship tail\" items 1-3\n(docs/plans/2026-07-04-scope-isolation-post-ship-tail.md):\n\n1. CLI recall private-scope residue: cmdRecall and cmdExplain now apply the\n\n[…]\n (graph-hop scope parity, concurrency-test flake,\nvalue-less --scope polish).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: scope-isolation post-ship tail (v1.25.0) (#123)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-07-05T08:31:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3418b92eb54c3516df01494840f0e920eaa70d94",
          "body": "…ne-wide scrub)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: mark secret-audit tail item DONE (v1.24.1 importer veto + machi…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-07-02T21:04:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "076088a6cebc84e26ee69249fc17e93d46307102",
          "body": "learnFromMemoryMd auto-imports ~/.claude/projects/*/memory/*.md on sleep.\nThe v1.24.0 secret hard veto gated share/promote/sync/ambient but missed\nthis ingest path, so a memory file that exists purely to hold a credential\ncould be pulled into the store, mirrored to markdown, and auto-shared to\ngloba\n[…]\nporter now runs detectSecret per file and skips secret-bearing\nones (logged), closing the gap. No schema change; compatible with 1.24.0\nstores.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: gate Claude Code memory importer with secret veto (v1.24.1)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-07-02T20:53:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "01ae570a402c7a428924914f9a5ac0d7b92c3dbd",
          "body": "Rename CHANGELOG Unreleased section to 1.24.0. Version manifests were\nbumped pre-merge; this cuts the release.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: release v1.24.0 - memory scope isolation",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-07-02T06:36:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5a9ae557e17df11cbb6cbb562a2ba0dc8c8ac4a1",
          "body": "…est fixture\n\nThe fixture used the actual production key value in a PUBLIC repo. Replaced\nwith a synthetic value (sk_vendor_1a2b3c4d) that matches the same detector\npattern. NOTE: the real value is still present in merged public history at\ndc7d3ba - the key MUST be rotated regardless of this scrub.",
          "is_bot": false,
          "headline": "fix(scope-isolation): scrub real 2chain prod key from secret-detect t…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-07-02T06:26:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d65c09479d1b40f3c20530c51ed208565fb6043f",
          "body": "… HIPPO_HOME global-root backfill, bounded filter window\n\nFrom the post-merge adversarial review (fresh-context subagent that\nexecuted the regexes):\n\nP1: the generic secret-assignment pattern flagged ordinary code\nsnippets ('token = estimateTokens(entry.content)') and prose ('the\nsecret: incremental\n[…]\nt-ship tail (recall private-scope residue, SleepResult skip count,\nHTTP/MCP surface tests, global-store secret audit, S5 path tuning).\n\nFull suite 2652 green (known server-concurrency flake excluded).",
          "is_bot": false,
          "headline": "fix(scope-isolation): post-merge /review findings - secret-regex FPs,…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-07-02T06:23:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc7d3ba66aacecd1f8e4822c5a351c35a897bcf2",
          "body": "…117)\n\n* feat(scope-isolation): S1 project-identity primitive + plan v2 after codex review\n\nresolveProjectIdentity(cwd): nearest .hippo ancestor, else git root; the\nuser home dir is never a project (its .hippo is the global store); a\nmarkerless dir is user-global (empty name) rather than a fabricate\n[…]\ne; excluded rows\nmatching the query could fill the window before an admitted row loads.\nWith entryFilter set (ambient query mode only, never the per-turn\npinned hook), rank the full match set instead.",
          "is_bot": false,
          "headline": "feat: memory scope isolation (origin partition + secret veto, v39) (#…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-07-02T05:59:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c7c7fdf939bfc2041649229c193f6e26959daec9",
          "body": "… cards (Speculative); bump version lines to 1.23.0\n\nTransplants two items drafted 2026-06-30 on the stale feat/e3-sleep-enqueue-hook\nbranch into the consolidated roadmap:\n\n- Committed: memory scope isolation - stop UserPromptSubmit hook injecting\n  path:skf_s memories (incl. a production API key) i\n[…]\n\n- Speculative: /quiz-me learning-gate cards as first-class hippo memories\n  with spaced-repetition decay.\n\nAlso refreshes the stale \"Current version\" lines (1.22.0 -> 1.23.0, npm\npublish 2026-06-08).",
          "is_bot": false,
          "headline": "docs(roadmap): add memory scope isolation (Committed) + learning-gate…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-07-01T21:01:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "498191018739d57062a680ed3fededf19c1aa01c",
          "body": "* feat(eval): E1 longitudinal lifecycle harness (generator + driver + invariants)\n\nThe pre-registered E1 protocol (hippo-paper PREREGISTERED-DESIGN.md v0.2+A1):\n\n- scripts/e1-lifecycle/generate.mjs: deterministic protocol generator\n  (mulberry32; same seed = byte-identical). 300 version-chained fact\n[…]\nact repo per\n  the prereg, not to this code repo.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(eval): E1 longitudinal lifecycle harness (paper protocol) (#115)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-11T20:17:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3a65d8da427c97c666d5a60a775d921b02bf3fd0",
          "body": "…mentation) (#114)\n\n* feat(eval): lifecycle ablation flags + injectable clock (paper instrumentation)\n\nEVAL-ONLY env switches for the pre-registered memory-lifecycle experiments\n(hippo-paper prereg-v0.2-frozen): each flag neutralizes exactly one lifecycle\nmechanism so its causal contribution can be \n[…]\n: 2595 passed, 0 failures (known flake excluded).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(eval): lifecycle ablation flags + injectable clock (paper instru…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-11T17:43:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "15a556e0bbea5521575c49859a4e6f942a8da545",
          "body": "* feat(importers): K1 markdown-vault import baseline (--vault)\n\nAdd importVault(): ingest a vault folder of .md notes as kind='raw' memories,\nmirroring the connector pattern (tag provenance source:vault/vault:<name>,\nartifactRef cursor, archiveRaw deletions - never supersede a raw row). Idempotent\no\n[…]\nate:secret` throw; `vault:private:v` is accepted.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(importers): K1 markdown-vault import baseline (--vault) (#112)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-11T13:40:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "45592bb910f3f197a2390f706baab2905ecf545e",
          "body": "…113)\n\nImplements the 2026-06-10 design audit (38 confirmed findings, 7 high)\nplus a scroll-reactive background field. Highlights:\n\n- Fix built CSS losing the standard backdrop-filter property: drop the\n  hand-written -webkit- duplicate so LightningCSS owns prefixing; dist\n  verified to ship both pr\n[…]\nthe approved mockups; build green\nincluding readme-sync; no horizontal overflow at 390px; DESIGN.md added\nas the website design source of truth.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(website): design-audit rebuild, 38 fixes + synapse background (#…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-10T19:19:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "87746f3d48db1a6b652dad6f85a81bd0316798b5",
          "body": "…strength field (#111)\n\nThe merge pass wrote `strength: e.strength * 0.3` to source episodics, but\ncalculateStrength() recomputes live strength from last_retrieved/half_life\nand never reads the stored field, so the demotion was inert for ranking and\nphysics mass. It was also transient: the next slee\n[…]\nassertion). Full suite 2535 passed; the single\nserver-concurrency ECONNRESET failure is load-flake, passes in isolation,\nuntouched by this diff.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(consolidate): demote merged sources via half_life, not the inert …",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-10T10:35:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a36238abbd1141657d13f736909458ab505c8f5b",
          "body": "…dology (#110)\n\nThe DAG consolidation hierarchy first slice was built and measured on the\nlifecycle stress eval. The budget-win hypothesis is FALSIFIED: summary->children\nsubstitution regresses budget-bounded QA -6.3pp under a binding budget (a\ncompressed summary retrieves worse than the raw child i\n[…]\nplementation is archived\non branch feat/dag-consolidation-slice1. This lands only the finding plus the\npre-registered methodology.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(eval): DAG consolidation slice 1 - measured-false result + metho…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-10T09:45:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5fafae4e54764d754a2a623edbc84bfbc419c95a",
          "body": "…st-null finding (#108)\n\nAdds the lifecycle stress eval (the roadmap keystone gating the DAG feature): a held-out injector, a hermetic + deterministic harness, a pre-registered methodology, and the first reproducible local result.\n\nResult is an HONEST NULL. Under a fixed active-context budget at 1x/\n[…]\nl: plan-eng 3 rounds + codex 3 rounds; code-review pass; review pass (independent 92 + codex). 9/9 tests, deterministic, hermetic.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(eval): lifecycle stress eval first slice - reusable ruler + hone…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-09T20:34:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7c3c5b319ebd4e8cda0d881391ea8a7cacea4b53",
          "body": "hippo-memory.com is attached to the Cloudflare Pages project and live with SSL. Migrate every canonical reference from the pages.dev subdomain to the apex:\n\n- astro.config site -> hippo-memory.com (drives canonical, OG, and the sitemap)\n- robots.txt sitemap URL + header comment\n- package.json homepa\n[…]\nyment; canonical tags consolidate it to the apex. IndexNow re-submitted for the new host (202); GitHub repo website field updated.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(website): point canonical domain at hippo-memory.com (#107)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-09T15:53:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d66ea76523f5f206bd9303156197827e3e73dd46",
          "body": "Points the npm package's Homepage link at the landing site (https://hippo-memory.pages.dev), giving the npmjs.com package page a canonical project-site backlink for discovery. Takes effect on the next npm publish. Switch to the custom domain when hippo-memory.com goes live (alongside the astro.config site change).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: add homepage field to package.json (#106)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-09T15:39:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "905286608cec298138583462348047ec073f9cd7",
          "body": "…l-first (#105)\n\nHomepage-only meta description + og:description override in index.astro, adding the high-search modifiers 'open-source' and 'local-first'. The canonical site.description (JSON-LD and every other page) and the visible hero copy are unchanged; sub-pages keep their own descriptions (verified /vs/mem0 unaffected).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "seo(website): enrich homepage meta description with open-source, loca…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-09T15:30:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "99ac7bd698e15566c883813b42fc89682a633fa3",
          "body": "deploy: pass --project-name hippo-memory --branch main. wrangler 4.x requires the project name (npm run deploy errored without it, hand-worked-around on 3 deploys); --branch main forces the production promotion so a deploy from git branch master cannot silently land as a preview.\n\nIndexNow: add public/<key>.txt so Bing/Yandex accept URL submissions for fast crawl of /benchmarks, /quickstart, /vs/mem0.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(website): fix deploy script, add IndexNow key (#104)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-09T15:21:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f07a42a66263c38c7067bd8c3e344bd74c9df2ee",
          "body": "… (#103)\n\nThree indexable content pages (the single landing page ranked for almost nothing):\n\n- /benchmarks: LongMemEval methodology + per-haystack (98.6/99.8) and large-store\n  results, 74%/926/0 receipts, reproduce section. TechArticle JSON-LD.\n- /quickstart: install + per-agent integrations (Clau\n[…]\n matches\nthe existing dark/violet design + plain factual voice. Builds clean (5 pages); the\nREADME<->site drift guard stays green.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(website): SEO/AEO tier 2 - benchmarks, quickstart, vs-mem0 pages…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-09T15:01:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "63b0cf34f71cfd86cbcff02d644704a1d55630ce",
          "body": "…rawler robots (#102)\n\nMachine-facing SEO/AEO improvements for hippo-memory.pages.dev (no visible copy/voice changes):\n\n- Add public/llms.txt: answer-engine summary (what hippo is, key facts, LongMemEval\n  benchmark numbers 98.6/99.8, integrations, links, install). On-brand for a\n  memory-for-AI too\n[…]\n feeds FAQPage schema).\n\nREADME<->site drift guard stays green. Builds clean (404.html + index.html + llms.txt\n+ sitemap in dist).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(website): SEO/AEO tier 1 - llms.txt, enriched JSON-LD, 404, AI-c…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-09T13:27:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5381c7d357ed5ee07e1ed48cf8a0f96c254c1233",
          "body": "* docs: consolidate ROADMAP + ROADMAP-RESEARCH into one; add LongMemEval per-haystack dual numbers\n\nConsolidate the two roadmap documents into a single ROADMAP.md with no content\nremoved (Part I = grant-tied deliverables, Part II = canonical execution roadmap,\nboth preserved verbatim). ROADMAP-RESEA\n[…]\n+ 10 systems match). The site redeploys on merge.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: merge roadmaps + LongMemEval per-haystack dual numbers (#101)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-09T12:30:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fb96f7e207eb9d5d64511e49ca4bb589e306f509",
          "body": "…yage/Cohere) (#100)\n\nAdds config.embeddings.provider so a user can bring a frontier API embedder\n(e.g. text-embedding-3-large) for frontier-class retrieval, while the default\nstays the zero-dependency local @xenova/transformers path (no API keys, no new\nruntime deps; API providers use the native fe\n[…]\nemEval benchmark (dual numbers) is the Workstream C\nfollow-up in docs/FRONTIER_EMBEDDER_BENCHMARK.md (needs API egress and a key).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: pluggable embedding providers (local default + opt-in OpenAI/Vo…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-08T19:30:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4f8c7cc2c6480036363101af247de64a6ff8bf89",
          "body": "Swap the abstract decay-curve glyph for a recognisable minimal hippo\nhead (ears + brow + broad muzzle) in the violet->cyan brand gradient on\nthe dark rounded square. Keeps the wordmark, sizing, and per-instance\ngradient id. Uses userSpaceOnUse so the gradient stays continuous across\nthe composed shapes.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(website): replace logo glyph with a minimal hippo head (#99)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-08T16:00:46Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ea5e103478eca940ea7ccb832282ec7b6a5eb435",
          "body": "Replace the static wrapped list with a seamless looping ticker of the\nsupported tools (two duplicated groups, translateX(-50%)). Hover pauses;\nprefers-reduced-motion falls back to the static wrapped list; edge fade\nmask via mask-image. Scoped styles, no JS.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(website): turn \"Works with\" into an infinite marquee (#98)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-08T14:33:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "35dcbe3a39893725bbe10bb5c1df5b8e2200d273",
          "body": "Add a website badge (hippo-memory.pages.dev) to the README badge row so\nthe live site is visible on the repo landing page. The repo About website\nfield was also set to the same URL.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: surface the live site link in README badges + repo About (#97)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-08T14:22:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c273638222b63e60fbb9e2c4913456d525614c1d",
          "body": "Bring ROADMAP.md, ROADMAP-RESEARCH.md, TODOS.md current after the\nE2/E3 graph arc shipped v1.16.0 to v1.22.0:\n- version headers (1.11.4 / 1.15.0) to 1.22.0; python to v0.3.0\n- all eight E2 first-class objects marked shipped (incident, process,\n  policy, skill, project_brief, customer_note all v1.16.\n[…]\n7.2 pipeline unify, A5 v2 sub-2, L2 cartridge spike, K1 importer\n- funding tracker: AI Champions Phase 1 marked Unsuccessful 60.0%\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: refresh roadmap to v1.22.0 (E2/E3 graph track shipped) (#96)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-03T21:03:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "779049821fe97e779be7a2183147d1ad4c22476b",
          "body": "Release of the migration v38 graph provenance fix (PR #95): an in-force E2 object\nstays in the knowledge graph after its mirror memory is forgotten or\nconsolidation-pruned. See CHANGELOG.md for the full notes and the deferred\ntenant-level rebuild-signal follow-up.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: bump to v1.22.0, update changelog (graph/E2 provenance)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-03T18:19:57Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3fb58fcaa87229a73b5c132e6ee365e1a08b8b6b",
          "body": "…on v38) (#95)\n\nAn in-force E2 object (decision/policy/customer-note/project-brief) now stays in the\nknowledge graph after its mirror memory is forgotten or consolidation-pruned. Migration\nv38 anchors graph entity/relation provenance to the E2 object (nullable memory_id +\nsource_object_type/id) inst\n[…]\n\nsubsystem and the npm-release episode; both self-heal on the next memory write.\nSee docs/plans/2026-06-03-graph-e2-provenance.md.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: anchor graph provenance to the authoritative E2 object (migrati…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-03T18:11:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "796350659ec4e47d94bc5c9f0c247426f7d15448",
          "body": "Anchor graph entity/relation provenance to the authoritative E2 object\ninstead of the decaying memory mirror, so an in-force decision/policy/\nnote/brief no longer drops from the knowledge graph when its mirror is\nforgotten or consolidation-pruned. Build deferred until the feat/e3-*\nbranches land on master. Adds the plan doc + a ROADMAP Deferred row.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: scope graph/E2 provenance fix (deferred follow-up)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-03T11:30:32Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "41ca6bd12e0251face17bb7549bf4fb4b96c7730",
          "body": "* feat: L1 graph-retrieval stream into RRF (hippo recall --graph-stream)\n\nA 3rd RRF fusion input (beside BM25 + dense) that re-ranks in-pool candidates\nby graph proximity to the strong lexical seeds. Reuses the E3.2 traversal;\nopt-in, default-off; byte-identical 2-list path when the graph yields not\n[…]\n update changelog (L1 graph-retrieval RRF stream)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: L1 graph-retrieval stream into RRF (recall --graph-stream) (#94)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-03T08:31:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "20cfcc24ea116f6c13bb89f9eabc5d1109bb8065",
          "body": "…1/graph) (v1.20.0) (#93)\n\nRead-only over the E3 entity/relation graph. New src/graph-view.ts builds a\nGraphModel (loadEntities/loadRelations + focus helpers), lays it out\ndeterministically, and renders a self-contained interactive HTML node-link\ndiagram (offline, no deps; XSS-escaped per context) o\n[…]\n19 real-DB tests. Codex review: 7 rounds, a P1\n+ 8 P2s on the focus/read path caught and fixed.\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: graph observability + visualization (hippo graph show/view + /v…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-02T20:59:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1ee33caba38bc6368f36b8ea7364dff4d384a747",
          "body": "Auto-rebuild the entity/relation graph during `hippo sleep` so recall --hops and\ncross-object `references` edges run on fresh data without a manual\n`hippo graph extract`.\n\nProducer: a fail-soft markGraphDirty on every graph-source E2 mutation\n(save/close of decision/policy/customer_note + save/close\n[…]\necycle. No migration. 16 real-DB tests.\nCodex review (4 rounds): a P1 + 3 P2s caught and fixed.\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: E3 sleep enqueue-hook + atomic graph rebuild (v1.19.0) (#92)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-02T18:41:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5509ea60b0da11b48632540b7350325d353019f8",
          "body": "…ory layer debate (Track L) + A7.2 follow-up\n\nTrack K (Obsidian/Logseq/org-roam/JSON-Canvas connectors, format-not-app), Track L (latent memory as a derived layer not substrate; non-goal #10), and the A7.2 deferred item (unify cli/api/mcp recall re-ranking). codex-reviewed earlier this session.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: roadmap - knowledge-graph PKM connectors (Track K) + latent-mem…",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-06-02T17:18:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "845df4e1078661ef3cc29a92a77387fc6fc52048",
          "body": "* feat: A7 recall-trace - explainable lifecycle re-ranking (recall --why + /v1)\n\nOpt-in per-result rerankTrace surfacing the lifecycle re-ranking transforms on recall --why (text+JSON) and /v1 (explain). RerankStep in search.ts (acyclic); SearchResult + RecallResultItem carriers; applyGoalStackBoost\n[…]\n recall-trace)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: A7 recall-trace - explainable lifecycle re-ranking (v1.18.0) (#91)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-02T17:01:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e64a166daa14fcbe0307c957584f943001b92912",
          "body": "…#90)\n\nAdd a Pass 3 to `hippo graph extract` that emits the first cross-object\nrelations beyond `supersedes`: a deterministic name-match heuristic that\nadds a `references` edge when one consolidated object's text contains\nanother extracted entity's name (a decision that mentions a policy by\nname, a \n[…]\nndent-review critics\n+ codex (2 P2s caught and fixed: superseded-row staleness, prefix shadow).\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: E3.1 cross-object references edges (graph extract name-match) (…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-02T14:32:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3c31085e605eaa1e9257acaaf68ebeb8dbb10f47",
          "body": "Traverse the E3 entities/relations graph N hops from the lexical seed\nresults to surface linked memories a query-token search misses. New\nsrc/graph-recall.ts (BFS, seed-inherited scoring, adjacency placement,\nlocal+global stores, full bi-temporal as-of, min-results protection) +\nthree SELECT-only re\n[…]\nia plan-eng/code-review/independent-review\ncritics + two codex rounds (6 P2s caught and fixed).\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: E3.2 multi-hop graph recall (hippo recall --hops N) (#89)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-02T13:30:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a8e173fd8756e4b9173b4866ce67f25a8f6ab855",
          "body": "Wire the public CF Web Analytics beacon token as a committed default (with PUBLIC_CF_BEACON_TOKEN env override). Token is a public site identifier embedded in page HTML by design - grants no account access - so committing keeps analytics on across every pre-built wrangler deploy. Cookie-less.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(website): enable Cloudflare Web Analytics",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-06-02T13:26:32Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b90a7a6a3023f2e02dac7dd51f2d2b533fda6c69",
          "body": "…d, FAQ)\n\nBuild-time GitHub stars + npm downloads baked static (fallback + cached). Local-first section (0 outbound HTTP receipt, GDPR one-call, tenant isolation). Get-started + zero-config auto-install. 3-store architecture flow in How-it-works. FAQ + FAQPage JSON-LD (native details/summary). Mobil\n[…]\ned Cloudflare Web Analytics. README<->page drift guard wired into build. Lighthouse 99/100/100/100; no mobile overflow at 360/390.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(website): landing page v2 (social proof, local-first, get-starte…",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-06-02T11:37:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f6ccd98fd171237a2b8226f3926553aee207a885",
          "body": "Replace the condensed principle-based table with the complete 20-feature x 10-system matrix reproduced verbatim from the README (Hippo, MemPalace, Mem0, Basic Memory, gbrain, Zep, Letta, Cognee, Memoria, EverMind), including the asterisked 'not directly comparable' benchmark caveats + footnotes. Ren\n[…]\n cells (Yes/No/Partial, all AA contrast), Hippo column highlighted, system names link to each project. Lighthouse 100/100/100/100.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(website): add full README comparison matrix to compare section",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-06-02T10:52:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bca65bb2b93b8e9e9b229b0d81c9621e6e4c473b",
          "body": "Eliminate horizontal overflow on the problem-section failure motif (min-w-0 on truncating flex children). Compact the compare table header on mobile (show 'others'; full 'save everything, search later' on sm+). Larger copy-button tap target. Verified: no horizontal scroll at 360/390px, lighthouse mobile 100/100/100/100.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(website): mobile responsive polish",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-06-01T22:00:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0a1499de48d04f691e16c27220b56d478c06d9dd",
          "body": "Dark-premium static marketing page in website/, for Cloudflare Pages. Astro 6 + Tailwind v4 + one Preact island (animated decay curve) + animated terminal. Verified-only claims (74% R@5, 926 tests, 0 runtime deps, MIT); no retracted sequential-learning magnitude. Lighthouse 99/100/100/100 (perf/a11y\n[…]\new 92, codex cross-model review (caught + fixed main->master 404 links, SMIL reduced-motion, untracked lockfile, wrangler devDep).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(website): add hippo-memory landing page (Astro, Cloudflare Pages)",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-06-01T21:40:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c4d88f7d188401a83cc0447f18ad0acc8e8817c5",
          "body": "Populates the E3 graph from the already-structured consolidated E2 objects, with NO\nNLP. `hippo graph extract` is an idempotent rebuild: clear the tenant graph, then\nre-derive one entity per active-or-superseded decision/policy/customer_note/\nproject_brief (-> decision/policy/customer/project entity\n[…]\ny entity name threw after the graph\nwas cleared); fixed at root (trim-then-slice + skip-empty).\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: E3.1 deterministic entity extraction (hippo graph extract) (#88)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-01T17:09:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ab8fa86cbc2d385bc6af38762a3669a11d4e724b",
          "body": "…ed writer) (#87)\n\nCompletes the E3.3 graph-on-consolidated guard's last enforcement layer. The DB-level\ntriggers (v37) + the graph_extraction_queue shipped already; this adds the CI-level\nsingle-writer rule: scripts/check-graph-writes.mjs fails the build if any source file\nother than the sanctioned\n[…]\ne, basename-vs-exact-path, SQLite variants); all fixed per\noperator decision at the review cap.\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: E3.3 criterion-2 CI lint (graph writes funnel through the audit…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-01T16:11:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9cb3b76fa76c3788918678864e188a0280ea5288",
          "body": "…trate + raw-layer guard) (#86)\n\nFirst slice of the E3 graph layer. The graph sits on top of consolidated state and\nmust never index the raw layer. Adds the substrate + the DB-level guard that makes a\nraw-layer reference unrepresentable on every code path.\n\n- migration v37: entities, relations, grap\n[…]\np enqueue\nhook, the CI lint, and E3.4 graph-quality-under-supersession are deferred follow-ups.\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: E3.3 graph-on-consolidated guard (entities/relations/queue subs…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-01T14:14:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "093507cd01b763ef13d95f1357f2578829d7aa1f",
          "body": "… all 8 E2 objects (#85)\n\nAdds customer_note as the LAST E2 first-class object (after decision/prediction/\nincident/process/policy/skill/project_brief), mirroring src/project-briefs.ts.\n\n- migration v36: customer_notes table (customer + note cols), 3 indexes, 3\n  tenant-safety triggers incl supersed\n[…]\nject_brief episode applied correctly). With this,\nall eight E2 first-class objects are shipped.\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: E2 customer_note first-class object (entity-scoped) - completes…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-06-01T09:33:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "49d12ff4e9b307300e51fe7325fb59690c6946d7",
          "body": "…s from receipts) (#84)\n\nAdds project_brief as the 7th E2 first-class object (after decision/prediction/\nincident/process/policy/skill), mirroring src/skills.ts.\n\n- migration v35: project_briefs table (repo + summary cols), 3 indexes, 3\n  tenant-safety triggers incl supersede self-FK\n- src/project-b\n[…]\nesh could exceed the\nsummary cap) and a refreshed-mirror path-tag omission; both fixed at root.\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: E2 project_brief first-class object (repo-scoped, auto-refreshe…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-30T16:39:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d07556516dd8aebb2ba3f782929708884384719a",
          "body": "feat(skill): promote skill to a first-class object (E2, executable/exportable)",
          "is_bot": false,
          "headline": "Merge pull request #83 from kitfunso/feat/e2-skill-object",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-30T14:24:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d33ce35de8606cf2f21ba1eaac3d9525719cbd9",
          "body": "…exportable)\n\nA skill is a reusable, agent-followable capability: an `instructions` body plus\nan optional `trigger` (when to apply), evolving via the supersede delta lifecycle.\n\"Executable\" is scoped to an agent-followable instruction that is executed once\nexported into the agent's in-force rules; l\n[…]\nreleased; no package version bump.\n\nGates: plan-eng 86, code-review 94, independent-review 94, codex clean (no\nactionable issues).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(skill): promote `skill` to a first-class object (E2, executable/…",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-30T14:20:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "af008d15c3040b7a6967204e6344333a363bf80e",
          "body": "feat(policy): promote policy to a first-class object (E2, bi-temporal)",
          "is_bot": false,
          "headline": "Merge pull request #82 from kitfunso/feat/e2-policy-object",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-30T11:27:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78a0044ab2f772ea0e51f7e6bc37a236a3265793",
          "body": "A policy is a named rule in force over an effective-time range (valid_from /\nvalid_to) that evolves via the supersede delta lifecycle. Valid-time is\nfirst-class and queryable via an as-of query; transaction-time is present via\ncreated_at + the supersede chain (full time-travel deferred).\n\n- Migratio\n[…]\n89 (after a round-1 date-CRIT), code-review 94,\nindependent-review 94, codex 3 rounds (3 real bi-temporal issues, all root-fixed).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(policy): promote `policy` to a first-class object (E2, bi-temporal)",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-30T11:23:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ef6200af96e8953bd770840aa32333d4eab41aed",
          "body": "feat(process): promote process to a first-class object (E2)",
          "is_bot": false,
          "headline": "Merge pull request #81 from kitfunso/feat/e2-process-object",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-29T18:07:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fedd8c7a48030fc3670ff6d53ac6381d6287e81",
          "body": "A process is a living process map: a named, ordered list of steps that\nevolves. Its delta lifecycle reuses the decision supersede path - a process\nevolves by being superseded by a new version that records what changed\n(change_summary) and the full new step list, carrying a server-derived\nversion cou\n[…]\ntaged in CHANGELOG Unreleased; no package version bump.\n\nGates: plan-eng 92, code-review 96, independent-review 92, codex P3-only.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(process): promote `process` to a first-class object (E2)",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-29T18:03:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "eefd60b93d8683bb8e23efa7c2d000d20b92c939",
          "body": "feat(incidents): promote incident to a first-class object (E2)",
          "is_bot": false,
          "headline": "Merge pull request #80 from kitfunso/feat/e2-incident-object",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-29T15:07:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d235b36e23e5ad7b656f48c87d630baa4447b4e9",
          "body": "Next E2 first-class object after decision (v1.15.0) and prediction (v1.13.0),\nmirroring the decisions implementation with an open -> resolved -> closed\nlifecycle (no supersede).\n\n- New `incidents` table (schema v31): memory-tenant safety triggers, ON DELETE\n  SET NULL on the memory mirror, linked_me\n[…]\nt-review 88, ship-readiness 93.\nBuild + 2192 vitest + 80 pytest green. Staged under CHANGELOG Unreleased; no\npackage version bump.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(incidents): promote `incident` to a first-class object (E2)",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-29T15:03:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7836ddfd3deddc5c1c61943e740eee74be547480",
          "body": "The roadmap docs lagged the code by several ships; three consecutive\n\"next\" items reproduce-checked as already-addressed. This reconciles both\ndocs against master (v1.15.0).\n\n- Priority queue: #1-3 done; #4 conflict-isolation deferred-by-design (not a\n  bug); #5 v0.26 UI partial/diverged.\n- Python S\n[…]\n hybrid-v4 3D mockup not pursued, keep/drop pending).\n- consolidate-audit-tenant-tag shipped v1.12.10; J3 v1.14.0 extension noted.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: reconcile TODOS + ROADMAP-RESEARCH with shipped master state",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-29T10:52:25Z",
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        },
        {
          "oid": "53b31974b1a3a4fb074f21fe6f630dfa60b4ceeb",
          "body": "chore(release): v1.15.0 (decisions first-class object) + SDK 0.3.0",
          "is_bot": false,
          "headline": "Merge pull request #79 from kitfunso/release/v1.15.0",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-28T21:29:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3735f4b1c6285902625b2994217de3f16c7a8b19",
          "body": "Promotes the E2 decisions first-class object (PR #78) from CHANGELOG\nUnreleased to a versioned release.\n\n- Bump TS core 1.14.0 to 1.15.0 across the 4 lockstep manifests + lockfile.\n- Bump Python SDK hippo-memory-sdk 0.2.2 to 0.3.0 for the new Decision API.\n- Fix src/version.ts PACKAGE_VERSION drift \n[…]\n plan-eng 88, code-review 92, independent-review 94, codex pass,\nship-readiness 90. Build + 2159 TS tests + 74 Python tests green.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v1.15.0 (decisions first-class object) + SDK 0.3.0",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-28T21:25:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6bd3f647fcc8b1a34d899c95f75701f1c24ed1ec",
          "body": "feat(decisions): promote `decide` to a first-class object (E2)",
          "is_bot": false,
          "headline": "Merge pull request #78 from kitfunso/feat/e2-decision-object",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-28T20:16:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a1a46d59655799eb730e110d51729c68f0e1495",
          "body": "Promote `hippo decide` from a tagged memory (which decayed on a 90-day\nhalf-life even while the decision was still in force) to a canonical\n`decisions` table that is the source of truth. Mirrors the shipped v0.31\nprediction object pattern.\n\n- schema migration v30: decisions table + 2 indexes + 3 ten\n[…]\n-review, independent-review, codex (3 rounds; caught a P1\nself-supersession bug, now fixed and regression-tested), ship-readiness.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(decisions): promote `decide` to a first-class object (E2)",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-28T19:24:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "27f5ae6ff08d41e2d161a18caad8702b9fc1d28d",
          "body": "Adds `* text=auto eol=lf` and applies a one-time `git add --renormalize .`.\nThe repo had mixed endings (TS=LF; Python, manifests, CHANGELOG, README, TODOS,\nmemory.ts=CRLF) with no .gitattributes and autocrlf=false, so any whole-file\nrewrite produced a spurious 2x-line-count diff (hit 3 times in the \n[…]\nied via git diff --ignore-space-at-eol;\nonly .gitattributes adds content). Pre-existing uncommitted ROADMAP.md WIP left\nuntouched.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: normalize line endings to LF via .gitattributes",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-28T16:21:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f97bad87ec8630421f76669b50f5ddfde35d7496",
          "body": "…Hint)\n\nReleases the J2 AvailabilityHint model + availability_hint field on RecallResult\n(shipped in npm v1.14.0) to the Python SDK. Source bumped + dist built; PyPI\nupload pending twine auth.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(python-sdk): bump hippo-memory-sdk 0.2.1 to 0.2.2 (Availability…",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-28T16:16:02Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "91476433ad35a90a05d2d2207f54f3733f173f19",
          "body": "feat(recall): J2 availability-bias detector (v1.14.0)",
          "is_bot": false,
          "headline": "Merge pull request #77 from kitfunso/feat/j2-availability-bias",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-28T14:56:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d92c4491a899332f9c95f4beed1d0eacf21f382b",
          "body": "J1 [planned] to [shipped v1.13.2], J3 [next] to [shipped v1.13.1+v1.13.4],\nJ5 [next] to [shipped v1.13.5], J2 [planned] to [shipped v1.14.0], J-Wire\n[next, blocks J5+] to [done: dogfood 8/9 organic read-rate, no addendum needed].\nAdds a J2 shipped-note (Framing B+; audit_log tag-class base rate defe\n[…]\ndue) already shipped via PR #30/#31 + v1.12.1. ROADMAP.md #3 + its pre-existing\nuncommitted churn are left for a separate cleanup.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(roadmap): sync Track J tags to shipped state",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-28T14:47:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "09dc4a340a79a0921a3566931ba40905eb0c72a6",
          "body": "Soft warning on RecallResult.availabilityHint when a recall top-K is\nrecency-dominated (over 70 percent of returned results from the last 24h)\nwhile older relevant matches in the same pool were passed over. Pure detector\nin src/availability.ts wired into api.recall, cmdRecall, and MCP plus the\nPytho\n[…]\nleak into the signal.\n\n16 pure-detector tests plus 5 api.recall integration tests. Minor bump\n1.13.5 to 1.14.0 across 4 manifests.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(recall): J2 availability-bias detector (Track J)",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-28T14:44:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c0d68ea995639ea947bd04170a109bd4f8fb201e",
          "body": "…4 Known Limitation)\n\nAdds the Pydantic model + RecallResult field for the\nPlanningFallacyWatching variant shipped in npm hippo-memory v1.13.4.\nThe v1.13.4 release noted the Python SDK gap as Known Limitation:\n\"Python SDK Pydantic model not extended in this release. Field appears\nin JSON as unknown-\n[…]\nst/hippo_memory_sdk-0.2.1-py3-none-any.whl dist/hippo_memory_sdk-0.2.1.tar.gz\nThe dist artifacts are built and ready (gitignored).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(python-sdk): v0.2.1 PlanningFallacyWatching model (closes v1.13.…",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-27T17:34:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c61995c48cc575b2f6a619b4339f6da057f8c7ff",
          "body": "…read warnings)\n\nCloses the \"Single sub-agent per warning\" gap from round 1. 9 trials\ntotal: 3 question types per warning (planning, decision/trust,\nmeta/tooling) across J3.2 hint (v1.13.1), J3.2 watching (v1.13.4),\nand C5 cutoff (v1.13.3). J1 anchoring skipped (single-turn sub-agent\ndispatch cannot\n[…]\nlarger than N=1\" but not statistically\n  significant; directional signal not population claim.\n\nNo source code changes. Docs only.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(dogfood): round 2 larger-N read-rate measurement (8 of 9 trials …",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-27T17:16:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "43e86aded1940db87f03b95e6c2ef25dc1ef34b8",
          "body": "…ion policy doc\n\nFolds in 3 hygiene tickets from 4681c92 (week-of-2026-05-21 retro):\n\n1. scripts/check-manifest-versions.mjs (NEW): asserts 4 lockstep\n   manifests (root package.json, openclaw.plugin.json, extensions/\n   openclaw-plugin/{package.json, openclaw.plugin.json}) match\n   root version. Al\n[…]\n ship to npm).\n\nTODOS.md: 3 items marked done with provenance lines.\n\nNo source code changes. No tests changed. Pure infra + docs.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): wire prepublishOnly version + em-dash guards + iterat…",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-27T17:12:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3b74adcb007a6d89740114118ed5e7719eb19f77",
          "body": "Per ROADMAP-RESEARCH.md L555 (Lovallo-Kahneman TFAS empirics: losses\n~2x larger than equivalent gains). Rebalances EMOTIONAL_MULTIPLIERS\ndefaults and adds HIPPO_LOSS_AVERSION_RATIO env var for per-domain\ntuning.\n\nChanges:\n- positive (success-tagged): 1.3 -> 1.0\n- negative (error-tagged): 1.5 -> 2.0\n\n[…]\nserver.ts not src/memory.ts).\n\nFunctional verify: 23 J5 tests + 32 benchmark tests all green. Build\nclean at tsc + tsc benchmarks.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(memory): v1.13.5 J5 loss-aversion calibration (Track J [next])",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-27T17:06:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d84f7ca13040a70d64f3d3ad19c80758764411d7",
          "body": "…ss-match\n\nDogfood diary 2026-05-27 Trial 2a captured the dominant J3.2 failure\nmode: a natural-language query \"will take 2 days to ship the next\nfeature\" matched the forward-claim regex but silently emitted nothing\nbecause its post-stopword tokens [feature] had zero overlap with the\nseeded class [e\n[…]\ns\nrelease. Field appears in JSON as unknown-extra; ignored by default\ndeserialiser. Follow-up patch will add the model for parity.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(predictions): v1.13.4 J3.2 watching variant closes silent no-cla…",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-27T14:24:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "58ca50e49cf71fdb6c13e3c50c5590786595f23f",
          "body": "…lish)\n\nDogfood diary 2026-05-27 caught C5 shipping dark. A fresh sub-agent\nreading a v1.13.2 hippo response summarised the visible memories with\nzero mention of the 198 dropped candidates: the exact WYSIATI failure\nmode C5 is supposed to flag.\n\nTwo format defects, both fixed:\n\n1. Bottom placement. \n[…]\nuilt CLI shows \"Cutoff: showing 2 of 200\ncandidates; 28 dropped to fit limit.\" at top of output, before\n\"Found 2 memories\" header.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(recall): v1.13.3 C5 cutoff format normalisation (top + plain Eng…",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-27T14:03:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "013206747671b10be4ff1848d4f7d4af20c7a2d7",
          "body": "Smoke test of v1.13.0-v1.13.2 Track J warnings against a fresh sub-agent\nreading hippo responses with no system prompt wiring.\n\nFindings:\n- J3.2 (planning fallacy): TOP-placed, plain English, quantitative.\n  Sub-agent quoted the warning verbatim and revised its plan from\n  \"2 days\" to \"3.5 to 4 days\n[…]\n, one model\ntested, no multi-turn coverage. Larger-N follow-up worth doing if\nv1.13.3 moves the C5 readability needle.\n\nDocs-only.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(dogfood): Track J warning agent-reads test (J3.2 organic, C5 dark)",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-27T13:41:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4681c924dfef18fa02e1403729ec1722c3b5e730",
          "body": "Outcome of the week-of-2026-05-21 retro covering v1.10.0 -> v1.13.2:\n\nROADMAP-RESEARCH.md (Track J):\n- New J-Wire item between J1 and J2, marked [next, blocks J5+].\n  Wire the existing C5 / J3.2 / J1 warnings into the MCP host\n  prompt and run a dogfood diary before shipping J5+. Without\n  this gate\n[…]\nkill iteration-threshold heuristic doc edit\n  (rounds 4-5 P2-only -> ship with Known Limitations).\n\nDocs-only, no source or tests.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add J-Wire gating item + retro hygiene tickets",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-27T13:29:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f18652d222af47d9300ef08d7e83690e39023418",
          "body": "…ctor)\n\nPatch bump. Additive only:\n- New optional RecallResult.anchoringHint field\n- New env knob HIPPO_ANCHORING=off|track (default track)\n- 3 new audit ops (recall_anchor_detected_query_repeat + _memory_dominance + _skipped_no_session)\n- First wire-up of suppressedByInterference counter (placehold\n[…]\nn-eng round 3 PASS 91, code-review PASS 87, indep-review\nPASS 84, codex 6 rounds (1 documented residual hash-collision edge case).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): bump hippo-memory 1.13.1 to 1.13.2 (J1 anchoring dete…",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-27T12:26:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ca2b3f5d2b50c857c2ef93c943a5987f1e56aa13",
          "body": "* docs(plan): J1 anchoring detector plan v3 (post 3 plan-eng-critic rounds)\n\nPlan-eng-critic chain: round 1 fail 62 (8 must_fixes including 3 CRIT:\nsuppressedByInterference invisible on cli/mcp surfaces, api.recall purity\ncontradicted by audit-emit, ghost CHANGELOG section), round 2 fail 78 (2\nNEW C\n[…]\ns\nJ1-v2 path).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(recall): J1 anchoring detector (recall-recurrence) (#76)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-27T12:25:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8cdb8b3b58cef7ab9af640ee80dbe6d97b3f04c1",
          "body": "Patch bump. Additive only:\n- New optional RecallResult.planningFallacyHint field\n- New env knob HIPPO_AUTODEBIAS=off|regex (default regex)\n- 3 new audit ops (recall_autodebias_hint + _no_class_match + _tiebreak)\n- emitAudit optional flag on computePredictionBaserate (default true)\n- Python SDK gets \n[…]\nently.\n\nFull suite: 2019 TS pass + 4 skip; 53 Python pass.\nCritic chain: plan-eng 88, code-review 90, indep-review 89, codex pass.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): bump hippo-memory 1.13.0 to 1.13.1 (J3.2 auto-injection)",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-26T21:28:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "babb89d5cafb4640bfcc1d097204f2989c0f03ae",
          "body": "… (#75)\n\n* docs(plan): J3.2 auto-injection plan v2 (post plan-eng-critic round 1 revisions)\n\nPlan-eng-critic round 1 score 72 returned 4 must-fixes:\n- Audit-op count drift in Files-modified table (prose said 3, table said 2)\n- Cited non-existent tests/audit-ops-lockstep.test.ts as safety net\n- Doubl\n[…]\n not pedantry.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(recall): J3.2 auto-injection of planning-fallacy hints on recall…",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-26T21:08:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e85569d6920b0223b7128d7f95546b4b852271ca",
          "body": "Bundles 4 PRs landed today (2026-05-26) for the v1.13.0 minor release:\n\n- #71 (08c3b94) feat: C5 WYSIATI cutoff transparency on RecallResult\n- #72 (0a3d03c) feat: E2 prediction first-class object (schema v29)\n- #73 (8ca4fa4) feat: J3 reference-class / planning-fallacy detector\n- #74 (9e1caf3) chore:\n[…]\nlugin.json + lockfile in lockstep\n(per manifest-version-drift-hygiene captured this session after\n3-PR-streak red openclaw check).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): bump hippo-memory 1.12.12 to 1.13.0 (Track J bundled)",
          "author_name": "Kit",
          "author_login": null,
          "committed_at": "2026-05-26T16:14:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9e1caf35ea4f00c11db808309d81fb8915272548",
          "body": "Closes a v1.12.11 -> v1.12.12 manifest version drift that has been\nred across 3 consecutive PRs (#71 C5, #72 E2, #73 J3). The drift\nlanded when v1.12.12 bumped package.json but missed\nopenclaw.plugin.json; tests/openclaw-package.test.ts asserts the\ntwo stay in sync.\n\nEach of the 3 prior PRs correctl\n[…]\nness-critic flagged the recurrence on PR #73 as risk to\nmasking real regressions. One-line fix.\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(openclaw): bump plugin manifest from 1.12.11 to 1.12.12 (#74)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-26T15:55:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8ca4fa4d209a4d60c8ca1c4fb2f3db781995fc98",
          "body": "Track J [next] from ROADMAP-RESEARCH.md L542. Reads from the E2\npredictions table (shipped at 0a3d03c earlier this release cycle)\nand computes per-class base-rate stats so the calling agent can\nanchor on its past track record rather than the inside view.\nLovallo-Kahneman (2003) inside-vs-outside vie\n[…]\ny folded during execute (single-site emit inside\nhelper). Code-review-critic gates this commit.\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(predictions): J3 reference-class / planning-fallacy detector (#73)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-26T15:42:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0a3d03c0454f6b3561e202a99758a06606c79e76",
          "body": "* feat(predictions): E2 prediction first-class object (schema v29)\n\nTrack J pre-req from ROADMAP-RESEARCH.md L314. Ships a canonical\npredictions table for ex-ante claims that can be closed against\nex-post outcomes. Enables J3 (reference-class / planning-fallacy\ndetector) as a follow-up episode.\n\nHyb\n[…]\n.14\nfollow-up.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(predictions): E2 prediction first-class object (schema v29) (#72)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-26T14:56:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "08c3b9478276bd0b6ba36db5cef4f0b93a10fd3f",
          "body": "* docs: add Track J cognitive diagnostics + C5 WYSIATI to roadmap\n\nThree additions to ROADMAP-RESEARCH.md inspired by Kahneman's TFAS:\n\n- E2 first-class objects table: new `prediction` row (ex-ante claim\n  closed against ex-post outcome, 6d, gated as Track J pre-req).\n- Track C Pineal Gland: new C5 \n[…]\nhavior change.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Kit <kit@clawd.ai>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(recall): C5 WYSIATI cutoff transparency on RecallResult (#71)",
          "author_name": "Keith So",
          "author_login": "kitfunso",
          "committed_at": "2026-05-26T12:04:30Z",
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            "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": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "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": 0,
            "reason": "no 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 3 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": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 2,
            "reason": "dependency not pinned by hash detected -- score normalized to 2",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 10,
            "reason": "GitHub workflow tokens follow principle of least privilege",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "38 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "3dab4b5f4398d99e0404284099b374fda461d470",
        "ran_at": "2026-07-24T04:49:44Z",
        "aggregate_score": 4.5,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-18T18:52:21Z",
      "oldest_open_prs": [
        {
          "number": 109,
          "created_at": "2026-06-09T22:01:01Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 116,
          "created_at": "2026-07-01T16:55:34Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 118,
          "created_at": "2026-07-02T11:34:44Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 119,
          "created_at": "2026-07-02T11:58:12Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 120,
          "created_at": "2026-07-02T15:23:45Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 121,
          "created_at": "2026-07-02T15:47:02Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 122,
          "created_at": "2026-07-03T15:59:00Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 125,
          "created_at": "2026-07-05T14:42:21Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ],
      "last_merged_pr_at": "2026-07-18T18:48:11Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 10,
          "created_at": "2026-04-15T13:34:20Z",
          "last_comment_at": "2026-04-15T14:19:27Z",
          "last_comment_author": "anh-chu"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/kitfunso/hippo-memory",
    "host": "github.com",
    "name": "hippo-memory",
    "owner": "kitfunso"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 67,
      "inputs": {
        "security": 50,
        "vitality": 86,
        "community": 56,
        "governance": 59,
        "engineering": 77
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 86,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "commits_last_year": 656,
              "human_commit_share": 1,
              "days_since_last_push": 5,
              "active_weeks_last_year": 17
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 5 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 5
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "17/52 weeks with commits",
                "points": 11.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 17
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "656 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 656
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "v1.27.0",
              "releases_from_tags": false,
              "days_since_latest_release": 5,
              "mean_days_between_releases": 4.4
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            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 100
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 5 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 5
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~4.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 4.4
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
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            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 56,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "forks": 37,
              "stars": 717,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "717 stars",
                "points": 46.3,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 717
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "37 forks",
                "points": 13,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 37
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "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"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "packages": [
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                "hippo-memory-sdk"
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              "dependents": null,
              "ecosystems": "npm, pypi",
              "total_downloads": null,
              "monthly_downloads": 3849
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,849 downloads/month across npm, pypi",
                "points": 47.8,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 3849,
                      "ecosystems": "npm, pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 59,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.555
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 56% of commits",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 56
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "merged_prs": 102,
              "open_issues": 1,
              "closed_issues": 6,
              "issue_closed_ratio": 0.857,
              "closed_unmerged_prs": 15
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "86% of issues closed",
                "points": 40.1,
                "status": "partial",
                "details": [
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                    "code": "issues_closed_share",
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                      "share": 86
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "102/117 decided PRs merged",
                "points": 33.3,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                      "decided": 117
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                  }
                ],
                "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": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 53,
            "inputs": {
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              "owner_type": "User",
              "is_verified": null,
              "owner_login": "kitfunso",
              "public_repos": 35,
              "account_age_days": 2193
            },
            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
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                    "code": "owner_personal",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
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                ],
                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "17 followers of kitfunso",
                "points": 9,
                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "login": "kitfunso"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
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                "points": 23.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
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                  },
                  {
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "hippo-memory",
                "hippo-memory-sdk"
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              "ecosystems": "npm, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on npm, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "npm, pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "141 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 141
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 77,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 2
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                "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",
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                "points": 0,
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                "max_points": 9.6
              },
              {
                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "24 out of 24 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
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              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
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                "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",
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                "points": 15,
                "status": "met",
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                "max_points": 15
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                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
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                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": 50,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            "value": 45,
            "inputs": {
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              "scorecard_version": "v5.5.0",
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              "scorecard_aggregate": 4.5
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
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                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
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                "status": "missed",
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                "key": "ci_tests",
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                "points": 2.5,
                "status": "met",
                "details": [],
                "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 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "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 3 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "38 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Matched the npm:hippo-memory@1.27.0 runtime dependency closure — what installing the published package pulls in — 139 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:hippo-memory@1.27.0",
                  "assessed": 139
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 71,
            "inputs": {
              "source": "osv",
              "advisories": 14,
              "affected_packages": 4,
              "assessed_packages": 139,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 3",
              "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",
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "4 affected: protobufjs 6.11.6 (critical 9.8), adm-zip 0.5.18 (high 7.5), sharp 0.32.6 (high 7.3), +1 more",
                "points": 3.5,
                "status": "partial",
                "details": [
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                    "code": "advisories_affected",
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                      "count": 4,
                      "packages": "protobufjs 6.11.6 (critical 9.8), adm-zip 0.5.18 (high 7.5), sharp 0.32.6 (high 7.3)"
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                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
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                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 98 days ago",
                "points": 32.1,
                "status": "partial",
                "details": [
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                    "code": "advisories_stale",
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                      "count": 1,
                      "oldest": 98
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                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "packages": [],
              "red_flag": false,
              "assessed_packages": 139,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
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            "components": [
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                "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": [
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                    "code": "no_malicious_dependencies",
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "notes": [
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                "code": "jurisdiction_evidence_limits",
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              }
            ],
            "value": 100,
            "inputs": {
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              "red_flag": false,
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              "policy_countries": [
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                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 2
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            "components": [
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                "key": "policy_exposure_multiplier",
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                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
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                "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",
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        "name": "AI Readiness",
        "value": 73,
        "weight": 0,
        "metrics": [
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              },
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
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                "key": "legible_commit_history",
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                "details": [
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                "max_points": 40
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            "key": "ai_verify_loop",
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            "inputs": {
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              "agent_commit_share": 0.88,
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            "components": [
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                "key": "automated_tests",
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                "points": 22,
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                "points": 0,
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              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
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                "status": "met",
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                "max_points": 11
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                "key": "reproducible_environment",
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                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
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              {
                "key": "demonstrated_agent_practice",
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                "points": 10,
                "status": "met",
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                      "sampled": 100
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                "key": "automated_maintenance",
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                "points": 0,
                "status": "missed",
                "details": [
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 2,
                "status": "partial",
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                "max_points": 10
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              "source_files_sampled": 631,
              "oversized_source_files": 5
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                "points": 45,
                "status": "met",
                "details": [
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                    "code": "statically_typed_language",
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                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
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                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "kb": 60,
                      "sampled": 631,
                      "oversized": 5
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                ],
                "max_points": 55
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            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
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                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                      "files": "examples"
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        ],
        "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."
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    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T04:49:58.974277Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/kitfunso/hippo-memory.svg",
  "full_name": "kitfunso/hippo-memory",
  "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 статистикаnpm, PyPI.