Claude powered advisor system for option traders
staskh/trading_skills має індекс здоров’я 61 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (84/100), найнижчий — Security (46/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
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.
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.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | trading-skills | 0.16.0 | 781 | 19 | 4 дні тому |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 9/36 | Ритм комітів — 13/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 130 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 130 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 13 |
| 27/27 | Випускає релізи — опубліковано 20 релізів |
| 36/36 | Свіжість релізів — останній реліз 4 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~7 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
| releases_count | 20 |
| latest_release_tag | v0.16.0 |
| releases_from_tags | ні |
| days_since_latest_release | 4 |
| mean_days_between_releases | 7 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 40/60 | Зірки — 292 зірок |
| 15.2/25 | Форки — 67 форків |
| 1.7/15 | Спостерігачі — 3 спостерігачів |
| forks | 67 |
| stars | 292 |
| watchers | 3 |
| growth_state | organic |
| growth_factor_pct | 100 |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
| 38.6/80 | Щомісячні завантаження — 781 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
| packages | trading-skills |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 781 |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 1.9/22.5 | Розподіл комітів — головний контриб’ютор — автор 92% комітів |
| 5.4/13.5 | Широта контриб’юторів — 4 контриб’юторів |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| bus_factor | 1 |
| contributors_sampled | 4 |
| top_contributor_share | 0,915 |
| 34.5/46.8 | Вирішення issue — закрито 74% issue |
| 33.1/38.3 | Прийняття PR — злито 52/60 вирішених PR |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 4/30 approved changesets -- score normalized to 1 |
| merged_prs | 52 |
| open_issues | 15 |
| closed_issues | 42 |
| issue_closed_ratio | 0,737 |
| closed_unmerged_prs | 8 |
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 8/25 | Охоплення власника — 12 підписників у staskh |
| 25/25 | Послужний список — 75 публічних репозиторіїв, вік облікового запису ~14 р. |
| followers | 12 |
| owner_type | User |
| is_verified | — |
| owner_login | staskh |
| public_repos | 75 |
| account_age_days | 5 284 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 4 дн. тому |
| 20/20 | Історія версій — 19 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | trading-skills |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 4 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 2 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 27 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
| 30/30 | README |
| 0/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 6 тем |
| 10/10 | Wiki |
| topics | ai-trading, claude, claude-skills, option-trading, options-trading, mcp-server |
| has_wiki | так |
| homepage | — |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 27 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 4/30 approved changesets -- score normalized to 1 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4,6 |
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.
| 45/45 | Інструкції для агентів — CLAUDE.md |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 3 796 |
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 0/10 | Відтворюване середовище |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| has_nix | ні |
| has_tests | так |
| lockfiles | — |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 55/55 | Керовані розміри файлів — 0/111 файлів вихідного коду понад 60 КБ |
| primary_language | Python |
| largest_source_bytes | 53 803 |
| source_files_sampled | 111 |
| oversized_source_files | 0 |
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 20/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
| example_dirs | examples |
| has_mcp_signal | так |
| api_schema_files | — |
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.
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 27 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 4/30 approved changesets -- score normalized to 1 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | yfinance | >=0.2.50 | pyproject.toml |
| PyPI | ib-async | >=2.1.0 | pyproject.toml |
| PyPI | pandas | >=2.2 | pyproject.toml |
| PyPI | numpy | >=2.0 | pyproject.toml |
| PyPI | pandas-ta | >=0.3.14b0 | pyproject.toml |
| PyPI | scipy | >=1.14 | pyproject.toml |
| PyPI | mcp | >=1.25.0 | pyproject.toml |
| PyPI | lxml | >=6.0.2 | pyproject.toml |
| PyPI | massive | >=2.4.0 | pyproject.toml |
| PyPI | pandas-market-calendars | >=5.3.1.2 | pyproject.toml |
| PyPI | plotly | >=6.6.0 | pyproject.toml |
| PyPI | mistune | >=3.2 | pyproject.toml |
| PyPI | reportlab | >=4.0 | pyproject.toml |
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
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"detail": "4 contributors",
"points": 5.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 4
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}
],
"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": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 69,
"inputs": {
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},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "74% of issues closed",
"points": 34.5,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 74
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "52/60 decided PRs merged",
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"status": "partial",
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{
"code": "decided_prs_merged",
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"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"points": 1.5,
"status": "partial",
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]
},
{
"key": "stewardship",
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"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",
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"components": [
{
"key": "ownership_backing",
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"points": 10,
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"details": [
{
"code": "owner_personal",
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}
],
"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",
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}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "12 followers of staskh",
"points": 8,
"status": "partial",
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{
"code": "owner_followers",
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{
"key": "track_record",
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"points": 25,
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{
"code": "public_repos",
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{
"code": "account_age_years",
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}
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]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
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"inputs": {
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"trading-skills"
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"components": [
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"max_points": 25
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{
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{
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{
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"code": "published_versions",
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{
"key": "not_deprecated",
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}
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}
],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
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"weight": 0.2,
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"notes": [],
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"key": "ci_workflows",
"name": "CI workflows",
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"details": [
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"code": "ci_workflows",
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}
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{
"key": "tests_present",
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"points": 24,
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{
"key": "linter_config",
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{
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{
"key": "openssf_scorecard_ci_tests",
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}
]
},
{
"key": "documentation",
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"note": null,
"notes": [],
"value": 60,
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"components": [
{
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},
{
"key": "documentation_directory",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "documentation_homepage_site",
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"points": 0,
"status": "missed",
"details": [],
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},
{
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},
{
"key": "topics",
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}
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"max_points": 10
},
{
"key": "wiki",
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"points": 10,
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}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 46,
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"metrics": [
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"key": "security_posture",
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 46,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
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},
"components": [
{
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},
{
"key": "branch_protection",
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"status": "partial",
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{
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{
"key": "cii_best_practices",
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"points": 0,
"status": "missed",
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{
"key": "code_review",
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{
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"status": "missed",
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{
"key": "dangerous_workflow",
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{
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"status": "missed",
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},
{
"key": "fuzzing",
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"status": "missed",
"details": [],
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},
{
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"name": "License",
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"points": 2.5,
"status": "met",
"details": [],
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{
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{
"key": "packaging",
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},
{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
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},
{
"key": "sast",
"name": "SAST",
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"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",
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"points": 0,
"status": "missed",
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},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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}
]
}
],
"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": 51,
"weight": 0,
"metrics": [
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"key": "ai_agent_context",
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"points": 0,
"status": "missed",
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"key": "legible_commit_history",
"name": "Legible commit history",
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"status": "excluded",
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"code": "no_data",
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],
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},
{
"key": "ai_verify_loop",
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},
{
"key": "ai_interfaces",
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"notes": [],
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"inputs": {
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{
"key": "mcp_server",
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},
{
"key": "runnable_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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:trading-skills@0.16.0; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-21T06:15:45.691505Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/staskh/trading_skills.svg",
"full_name": "staskh/trading_skills",
"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 v0.17.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.