Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-26 05:04 UTC

futurastudio / ai-spend-agent

Your AI bill in one view — npx aibill. Local-first CLI that reads the Claude Code/Codex logs on your machine: real usage by project, plan value multiple, dead context, paste-ready fixes. Weekly artifacts coming: limits, wrapped, context health, secrets. Nothing leaves your laptop.

TypeScript · JavaScriptMIT★ 0 зірок⑂ 0 форківз черв. 2026 р.Переглянути на GitHub ↗
#ai#anthropic#claude-code#cli#codex#cost-optimization#cursor#developer-tools#finops#github-copilot#llm#mcp#openai

futurastudio/ai-spend-agent має індекс здоров’я 55 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (81/100), найнижчий — Community & Adoption (35/100). Останнє оновлення було 5 днів тому. Більшість нещодавньої роботи виконує один учасник.

55
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.

55
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

futurastudioОсобистий обліковий запис
0 підписників3 публічні репозиторіїз трав. 2025 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
npmai-spend-agent0.5.43 120195 днів томуaispendcostfinopsopenaianthropicclaude-codecodexcopilotcursorllmtokenbillingclimcpclaude-code-skillsdead-context
npm@agent-finops/core0.5.43 494195 днів тому—
npmaibill0.5.41 44695 днів томуaispendcostfinopsclaude-codecodexcli
npm@agent-finops/report0.5.43 218195 днів тому—

Метрики за категоріями

Життєздатність

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

69Помірний · 22% загального індексу

Активність розробки

56Помірний
Як обчислюється оцінка
36/36Свіжість push — останній push 5 дн. тому
3.5/36Ритм комітів — 5/52 тижнів із комітами
16.2/18Обсяг комітів — 62 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Використані вхідні дані
commits_last_year62
human_commit_share1
days_since_last_push5
active_weeks_last_year5

Дисципліна релізів

88Відмінний
Як обчислюється оцінка
16.2/27Випускає релізи — 18 тегів версій (без релізів GitHub)
36/36Свіжість релізів — останній реліз 6 дн. тому
27/27Ритм релізів — реліз кожні ~1,6 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count18
latest_release_tagv0.5.4
releases_from_tagsтак
days_since_latest_release6
mean_days_between_releases1,6
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?

35У зоні ризику · 18% загального індексу

Популярність і впровадження

1Критичний
Як обчислюється оцінка
0/60Зірки — 0 зірок
0/25Форки — 0 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

50Помірний
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

Впровадження в екосистемі (завантаження)

68Помірний
Як обчислюється оцінка
54/80Щомісячні завантаження — 11 278 завантажень/місяць у npm
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesai-spend-agent, @agent-finops/core, aibill, @agent-finops/report
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads11 278
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?

46У зоні ризику · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

10Критичний
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0/22.5Розподіл комітів — головний контриб’ютор — автор 100% комітів
1.4/13.5Широта контриб’юторів — 1 контриб’юторів
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1

Реактивність на issue та PR

72Добрий
Як обчислюється оцінка
0/46.8Вирішення issue — немає issue або даних
38.2/38.3Прийняття PR — злито 25/25 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/15 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs25
open_issues0
closed_issues0
issue_closed_ratio—
closed_unmerged_prs0
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue. Залишкові ваги перенормовано.

Власність та опіка

21Критичний
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
0/25Охоплення власника — 0 підписників у futurastudio
6.7/25Послужний список — 3 публічних репозиторіїв, вік облікового запису ~1 р.
Використані вхідні дані
followers0
owner_typeUser
is_verified—
owner_loginfuturastudio
public_repos3
account_age_days429
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 4 пакет(ів) у npm
35/35Свіжість публікацій — остання публікація 5 дн. тому
20/20Історія версій — 19 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesai-spend-agent, @agent-finops/core, aibill, @agent-finops/report
ecosystemsnpm
any_deprecatedні
min_days_since_publish5

Інженерна якість

Чи наявні базові інженерні практики та документація?

81Добрий · 20% загального індексу

Інженерні практики

68Помірний
Як обчислюється оцінка
24/24Процеси CI — 1 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 15 out of 15 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

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://ai-spend-agent.vercel.app
10/10Опис репозиторію
10/10Теми — 13 тем
10/10Wiki
Використані вхідні дані
topicsai, anthropic, claude-code, cli, codex, cost-optimization, cursor, developer-tools, finops, github-copilot, llm, mcp, openai
has_wikiтак
homepagehttps://ai-spend-agent.vercel.app
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

40У зоні ризику · 16% загального індексу

Стан безпеки

25Критичний
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 — 15 out of 15 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 0/15 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — немає даних
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
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 10 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate2,5
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.

Сповіщення про залежності

100Відмінний
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
25/25Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories0
affected_packages0
assessed_packages13
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей npm:ai-spend-agent@0.5.4 — тим, що тягне за собою встановлення опублікованого пакета, — 13 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.

58Помірний · 0% загального індексу

Контекст і настанови для агентів

40У зоні ризику
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 62 з 62 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

Цикл верифікації (збірка / тести / перевірка типів)

55Помірний
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — apps/web/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/mcp/tsconfig.json, packages/report/tsconfig.json, tsconfig.json
10/10Відтворюване середовище — lockfile
10/10Підтверджена практика роботи з агентами — 31 з останніх 62 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
has_dockerfileні
typed_languageтак
bootstrap_files—
has_devcontainerні
has_linter_configні
typecheck_configsapps/web/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/mcp/tsconfig.json, packages/report/tsconfig.json, tsconfig.json
agent_commit_share0,5
toolchain_manifests—
dependency_bot_commit_share0

Читабельність коду для моделей

98Відмінний
Як обчислюється оцінка
45/45Типізований код — TypeScript (статично типізована)
53.2/55Керовані розміри файлів — 2/61 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageTypeScript
largest_source_bytes86 100
source_files_sampled61
oversized_source_files2

Машиночитні інтерфейси

60Помірний
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
40/40Придатні до запуску приклади — samples
Використані вхідні дані
example_dirssamples
has_mcp_signalтак
api_schema_files—

Ключові факти

0зірок GitHub
1контриб'юторів
62комітів за останні 12 місяців
5днів від останнього пушу
18релізів
1бас-фактор
0відкритих issue
npmпакетних екосистем

Попередження щодо збору даних

  • Could not fetch npm package '@agent-finops/mcp' from its registry
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

OpenSSF Scorecard 2.5 / 10
2.5сукупно

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 · 2026-07-26 05:04 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests15 out of 15 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 0/15 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
н/дPackagingpackaging workflow not 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
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities10 existing vulnerabilities detected
Прямі залежності 15
РеєстрПакетОбмеження версіїМаніфест
npmzod^4.1.0package.json
npmnext16.3.0-preview.3apps/web/package.json
npmreact18.3.1apps/web/package.json
npmreact-dom18.3.1apps/web/package.json
npmai-spend-agent0.5.4packages/aibill/package.json
npm@agent-finops/core0.5.4packages/cli/package.json
npm@agent-finops/report0.5.4packages/cli/package.json
npmyocto-spinner^1.2.0packages/cli/package.json
npmzod^4.1.0packages/core/package.json
npm@agent-finops/core0.5.4packages/mcp/package.json
npm@modelcontextprotocol/sdk^1.29.0packages/mcp/package.json
npmzod^4.1.0packages/mcp/package.json
npm@agent-finops/core0.5.4packages/report/package.json
npmcli-table3^0.6.5packages/report/package.json
npmpicocolors^1.1.1packages/report/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 0

Встановлення npm:ai-spend-agent@0.5.4 тягне 13 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "ai",
        "anthropic",
        "claude-code",
        "cli",
        "codex",
        "cost-optimization",
        "cursor",
        "developer-tools",
        "finops",
        "github-copilot",
        "llm",
        "mcp",
        "openai"
      ],
      "is_fork": false,
      "size_kb": 33091,
      "has_wiki": true,
      "homepage": "https://ai-spend-agent.vercel.app",
      "languages": {
        "CSS": 5677,
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          "body": "0.2.0: local plan detection — the tool knows who it's talking to",
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          "headline": "Merge pull request #9 from futurastudio/feat/plan-detection-0.2.0",
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          "body": "- core planDetection: Claude Max/Pro tier + ChatGPT plan read from the agents'\n  own local config (whitelisted fields only, tokens never read, no network)\n- plan check speaks in facts (detected plan, real value multiple) and warns\n  when usage runs past the detected tier (trim first, upgrade second)\n[…]\ncaveat\n  keys off detection; unknown tiers named honestly without invented prices\n- --plan <id> explicit override; doctor reports detected plans\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(plan-detection): the tool knows who it's talking to (0.2.0)",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
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          "body": "chore(web): regenerate demo recording from 0.1.5 CLI output",
          "is_bot": false,
          "headline": "Merge pull request #8 from futurastudio/chore/regen-demo-0.1.5",
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          "headline": "chore(web): regenerate demo recording from 0.1.5 CLI output",
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          "body": "fix(web): don't lose signups when waitlist table lacks source_ref",
          "is_bot": false,
          "headline": "Merge pull request #7 from futurastudio/fix/waitlist-source-ref-fallback",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T00:19:26Z",
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          "oid": "ed833e4a2796861837149b9e9de23e0f4073aa69",
          "body": "The production Supabase table predates the attribution column, so every\ninsert 400'd (PGRST204) and the API returned 503. Retry the insert\nwithout source_ref and log the ALTER statement to run — a signup with\nlost attribution beats a lost signup.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(web): don't lose signups when waitlist table lacks source_ref",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
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          "body": "….1.5\n\n0.1.5: npx-safe commands, plan value multiple, honest flat-plan framing",
          "is_bot": false,
          "headline": "Merge pull request #6 from futurastudio/fix/npx-paths-value-framing-0…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
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          "body": "Landing: real terminal demo video, hero copy, waitlist hardening",
          "is_bot": false,
          "headline": "Merge pull request #5 from futurastudio/feat/launch-landing-demo",
          "author_name": "futurastudio",
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          "oid": "effafe698a83c4f7c6a9679e341fccd189faaabe",
          "body": "…-plan savings framing (0.1.5)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(readout): npx-prefixed commands, plan value multiple, honest flat…",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-03T00:06:23Z",
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        },
        {
          "oid": "e02e20c5b1f76e90424364f88637d44a0c943ecd",
          "body": "- Hero demo is now a real terminal recording (webm/mp4 + poster),\n  regenerated from the actual CLI by scripts/record-demo.sh so it can\n  never drift from the product. Removes the hand-coded TerminalDemo\n  mockup (it had already drifted: non-deduplicated savings figure).\n- Hero subheadline leads wit\n[…]\nction, masked email in\n  server logs.\n- README: animated demo gif up top; AI Receipt SVG moved next to the\n  report-card feature it illustrates.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(web): VHS terminal demo, hero copy, waitlist hardening",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
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          "body": "0.1.4: readout restructured as diagnose→recommend→apply→verify + coding-agent accuracy",
          "is_bot": false,
          "headline": "Merge pull request #4 from futurastudio/fix/readout-loop-0.1.4",
          "author_name": "futurastudio",
          "author_login": "futurastudio",
          "committed_at": "2026-07-02T23:32:43Z",
          "body_truncated": false,
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          "oid": "0269fd684781d837aaa79505259e251e23bedba9",
          "body": "…t accuracy (0.1.4)\n\n- terminal readout restructured as numbered stages: 1·DIAGNOSE 2·RECOMMEND 3·APPLY 4·VERIFY\n- APPLY surfaces apply-artifact (copy-paste prompt); VERIFY surfaces re-run/watch + connect\n- no result-cache advice for local agent session aggregates (aggregation != repetition)\n- sessi\n[…]\n plan-check headlines state their projection basis (active days) + list-price transparency\n- <$0.01 display for tiny real amounts; bump to 0.1.4\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(readout): diagnose/recommend/apply/verify structure + coding-agen…",
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          "body": "Launch hardening 0.1.3: precision, reliability, safety + CI/release floor",
          "is_bot": false,
          "headline": "Merge pull request #3 from futurastudio/fix/launch-hardening-0.1.3",
          "author_name": "futurastudio",
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          "committed_at": "2026-07-02T22:43:30Z",
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          "oid": "a1bb46fa840bdbdadd36c7290ce60644a0b0f63d",
          "body": "Honest numbers:\n- replace undocumented savings multipliers with documented impactRatios\n- derive provider completeness from record confidence (Copilot/Cursor -> estimated)\n- demo-only sample dead-context; real readouts get an honest 'none found'\n\nReliability:\n- discovery walk survives dangling symli\n[…]\nuild hooks + engines.node>=22 in all packages; CHANGELOG backfilled\n- bump to 0.1.3; CLI npm README; drop unused picocolors; exclude tsbuildinfo\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(launch): precision, reliability, and safety hardening for 0.1.3",
          "author_name": "futurastudio",
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          "oid": "f11cc9f7d3426a0a26e200301823c4e8db27a6bc",
          "body": "… 0.1.2\n\nThe repo logic was hardened in 9ea5d7a, but the user-facing demo surfaces still\nshowed the old impossible ~$1,151.45/mo additive savings. Sync them:\n\n- apps/web/components/Terminal.tsx: ~$1,151.45/mo \"identified savings\" ->\n  ~$539.70/mo recommended-plan savings (deduplicated) + ~$611.75/mo\n[…]\nupdated) for republish.\n\nNo \"1151.45\" remains anywhere in tracked sources. typecheck/build clean,\n152 tests pass, npm audit clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(launch): sync public surfaces to deduplicated savings + bump to…",
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          "oid": "9ea5d7a51fa245b3915e4b049b2fcbf1aaf08736",
          "body": "…e, audit, watch, doctor, docs)\n\nTrust-critical:\n- Overlapping savings math: add record-level coverage to cut actions and a\n  deduplicated recommended-plan total (buildRecommendedPlan). CLI/report-card/\n  report now show a recommended-plan figure that can never exceed the spend it\n  draws from; over\n[…]\ncheck, build, 152 tests pass; npm audit clean; smoke tests\n(--sample, group-by, doctor, watch x2, report-card, report) all behave.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: launch-readiness trust hardening (savings math, confidence, stat…",
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          "oid": "08b069a8d5d2b368b7fdcf5eccc98820b28d2dad",
          "body": "…ery install)\n\nThe previous version assigned a confident-looking token/$ figure to MCP servers\nusing a fabricated per-server token floor — not measurable from config, and\neasily fact-checked wrong. Rework for per-install accuracy:\n\n- Headline is the COUNT + utilization % (defensible; the part that a\n[…]\nfollow, not shipped here. 145 tests pass; verified on a real\nMCP-only machine (count only, zero fabricated numbers) and on sample.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(dead-context): count-led + measured-only pricing (accuracy for ev…",
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          "oid": "073e6309395695a4af0fca20c7d5f5644d14106b",
          "body": "This planning doc names a competitor and references internal launch strategy\n(the Hermes handoff); it belongs only in the private dev repo. Keeps the\nclient-facing repo free of internal/competitive material.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: remove internal dead-context scope doc from public repo",
          "author_name": "futurastudio",
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          "body": "Port the launch-surface work from the dev repo into the client-facing repo,\nadapted onto the current files (forced-color fix, window-day messaging, and the\npolished README/landing all preserved).\n\n- README opener: bill-shock headline + \"half of what your agent loads, you pay\n  for and never use\" + \"\n[…]\nscriptions + keywords reflect AI Receipt + dead context.\n\n143 tests pass; built CLI smoke-tested (bars, dead-context, AI Receipt).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: AI Receipt, \"where your money goes\" bars, dead-context cost",
          "author_name": "futurastudio",
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          "body": "fix: clear Next PostCSS audit warning",
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          "headline": "Merge pull request #2 from futurastudio/fix/next-postcss-audit",
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          "body": "fix: harden launch readiness paths",
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          "headline": "Merge pull request #1 from futurastudio/fix/launch-readiness",
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          "headline": "fix: harden launch readiness paths",
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          "oid": "2cdbe11a686b398eab25d6073aa46687fadb9d6a",
          "body": "1. Honest projections: the monthly savings line now states the window\n   ('30-day projection from N days of data') and caveats windows under 3\n   days, so a short sample can't read as a confident monthly figure.\n2. Downgrade disclaimer: model-downgrade suggestions now carry a one-line\n   'verify bef\n[…]\n an\n   issue link) instead of silently reporting $0 on an unrecognized shape.\n\n+2 tests (Cursor loud-failure, short-window caveat). 117 passing.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: pre-launch credibility hardening (3 adversarial-audit findings)",
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          "body": "Rebuilt the landing page in a high-craft terminal idiom (OpenCode/Warp/\nResend references): Geist Mono headlines, cool near-black surface ladder,\ngreen-for-savings accent reserved for terminal contexts, traffic-light\nterminal window showing REAL ai-spend-agent output instead of the demo.gif\nplaceholder, single restrained green glow, blinking-cursor copy command,\nGitHub social proof, how-it-works steps, OG/social image metadata.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(web): terminal-aesthetic landing page redesign",
          "author_name": "futurastudio",
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          "headline": "test: update fixtures to mid-2026 sample models",
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          "body": "The savings amount and its label were absolutely positioned and collided\non wide amounts — now a single text element with flowing tspans. Sample\ndata and downgrade rules updated to mid-2026 models (claude-fable-5 ->\nclaude-opus-4-8, gpt-5.5 -> gpt-5.5-mini); gpt-5-mini pricing tier added.",
          "is_bot": false,
          "headline": "fix(report-card): savings line text overlap; modernize sample models",
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          "headline": "ai-spend-agent v0.1.1 — initial public release",
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            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "11,278 downloads/month across npm",
                "points": 54,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 11278,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "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": "at_risk",
        "name": "Sustainability & Governance",
        "value": 46,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 25,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "25/25 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 25,
                      "decided": 25
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/15 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "critical",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 21,
            "inputs": {
              "followers": 0,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "futurastudio",
              "public_repos": 3,
              "account_age_days": 429
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "0 followers of futurastudio",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 0,
                      "login": "futurastudio"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "3 public repos, account ~1 yr old",
                "points": 6.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 3
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "ai-spend-agent",
                "@agent-finops/core",
                "aibill",
                "@agent-finops/report"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "4 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 4,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "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
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "19 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 19
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "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": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "15 out of 15 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai",
                "anthropic",
                "claude-code",
                "cli",
                "codex",
                "cost-optimization",
                "cursor",
                "developer-tools",
                "finops",
                "github-copilot",
                "llm",
                "mcp",
                "openai"
              ],
              "has_wiki": true,
              "homepage": "https://ai-spend-agent.vercel.app",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://ai-spend-agent.vercel.app",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "13 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "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": "at_risk",
        "name": "Security",
        "value": 40,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 25,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 2.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "15 out of 15 merged PRs checked by a CI test -- score normalized to 10",
                "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 0/15 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "10 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:ai-spend-agent@0.5.4 runtime dependency closure — what installing the published package pulls in — 13 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:ai-spend-agent@0.5.4",
                  "assessed": 13
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 13,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 13,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "62 of 62 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 62,
                      "sampled": 62
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 55,
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}

Пов’язані записи

Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з futurastudio/ai-spend-agent. Читати поруч →

87langgenius/difyProduction-ready platform for agentic workflow development.Відмінний87OpenHands/OpenHands🙌 OpenHands: AI-Driven DevelopmentВідмінний86ComposioHQ/composioComposio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.Відмінний86microsoft/agent-governance-toolkitAI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.Відмінний87n8n-io/n8nFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.Відмінний89microsoft/semantic-kernelIntegrate cutting-edge LLM technology quickly and easily into your appsВідмінний

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

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

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