Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 22:39 UTC

DougTrajano / pydantic-ai-skills

This package implements Agent Skills (https://agentskills.io) support with progressive disclosure for Pydantic AI. Supports filesystem and programmatic skills.

PythonMIT★ 347 stars⑂ 28 forkssince Dec 2025View on GitHub ↗

DougTrajano/pydantic-ai-skills holds a health index of 72 out of 100, placing it in the Good band. It scores highest on Engineering Quality (96/100) and lowest on Security (38/100). It was last updated today. A single contributor accounts for most of its recent work.

72
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

72
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

Douglas TrajanoPersonal account
54 followers40 public repossince Sep 2014ADP

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIpydantic-ai-skills1.3.03,462,970200 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

89Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
16.6/36Commit cadence — 24/52 weeks with commits
18/18Commit volume — 196 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year196
human_commit_share0.86
days_since_last_push0
active_weeks_last_year24

Release discipline

100Excellent
How it's scored
27/27Ships releases — 20 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~11.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count20
latest_release_tag1.3.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases11.6
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

72Good · 18% of overall
How it's scored
41.2/60Stars — 347 stars
11.9/25Forks — 28 forks
1.7/15Watchers — 3 watchers
Inputs used
forks28
stars347
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
80/80Monthly downloads — 3,462,970 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagespydantic-ai-skills
dependents
ecosystemspypi
total_downloads
monthly_downloads3,462,970
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

60Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.2/22.5Commit distribution — top contributor authored 99% of commits
4.1/13.5Contributor breadth — 3 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.989
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
37.2/38.3PR acceptance — 35/36 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/11 approved changesets -- score normalized to 0
Inputs used
merged_prs35
open_issues0
closed_issues20
issue_closed_ratio1
closed_unmerged_prs1
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
12.5/25Owner reach — 54 followers of DougTrajano
23.7/25Track record — 40 public repos, account ~11 yr old
Inputs used
followers54
owner_typeUser
is_verified
owner_loginDougTrajano
public_repos40
account_age_days4,337
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 20 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespydantic-ai-skills
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

96Excellent · 20% of overall
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 8 out of 8 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://dougtrajano.github.io/pydantic-ai-skills/
10/10Repository description
10/10Topics — 7 topics
10/10Wiki
Inputs used
topicsagent-skills, agentic-ai, ai-agents, claude-code, pydantic-ai, agent-framework, python
has_wikiyes
homepagehttps://dougtrajano.github.io/pydantic-ai-skills/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

38At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 8 out of 8 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 0/11 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — 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
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 40 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3.8
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.

AI Readiness

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.

73Good · 0% of overall
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, examples/skills/pydanticai-docs/references/AGENT.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 66 of 86 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.767
agent_instruction_filesAGENTS.md, CLAUDE.md, examples/skills/pydanticai-docs/references/AGENT.md
agent_instruction_max_bytes5,938
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config
11/11Static type checking — pydantic_ai_skills/py.typed
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 34 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 4 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configspydantic_ai_skills/py.typed
agent_commit_share0.34
toolchain_manifests
dependency_bot_commit_share0.04
How it's scored
27/45Type-checkable code — Python with type-check config (pydantic_ai_skills/py.typed)
55/55Manageable file sizes — 0/42 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes49,654
source_files_sampled42
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files

Key facts

347GitHub stars
3contributors
196commits, last 12 months
0days since last push
20releases
1bus factor
0open issues
PyPIpackage ecosystems

Data collection 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
  • deps.dev does not index pypi:pydantic-ai-skills@1.3.0; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 28 ⇿
0Stars
28Forks
16Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

0510152025302822025-122026-042026-07
Major 1Minor 12Patch 3
OpenSSF Scorecard 3.8 / 10
3.8aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-25 22:39 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests8 out of 8 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 0/11 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate 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
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
4Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities40 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
PyPIanyio>=4.0.0pyproject.toml
PyPIpydantic-ai-slim>=1.105pyproject.toml
PyPIpyyaml>=6.0pyproject.toml
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable
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          "is_bot": false,
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          "headline": "Merge pull request #60 from DougTrajano/dependabot/pip/arxiv-gte-3.0.…",
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          "headline": "Merge pull request #59 from DougTrajano/dependabot/pip/ruff-gte-0.15.…",
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          "headline": "Merge pull request #58 from DougTrajano/dependabot/pip/datasets-gte-4…",
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          "headline": "Merge pull request #57 from DougTrajano/dependabot/pip/uvicorn-gte-0.…",
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          "body": "Updates the requirements on [arxiv](https://github.com/lukasschwab/arxiv.py) to permit the latest version.\n- [Release notes](https://github.com/lukasschwab/arxiv.py/releases)\n- [Commits](https://github.com/lukasschwab/arxiv.py/compare/3.0.0...4.0.0)\n\n---\nupdated-dependencies:\n- dependency-name: arxiv\n  dependency-version: 4.0.0\n  dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "build(deps-dev): update arxiv requirement",
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          "body": "Updates the requirements on [ruff](https://github.com/astral-sh/ruff) to permit the latest version.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/0.15.0...0.16.0)\n\n---\nupdated-dependencies:\n- dependency-name: ruff\n  dependency-version: 0.16.0\n  dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "body": "Updates the requirements on [datasets](https://github.com/huggingface/datasets) to permit the latest version.\n- [Release notes](https://github.com/huggingface/datasets/releases)\n- [Commits](https://github.com/huggingface/datasets/compare/4.8.0...5.0.0)\n\n---\nupdated-dependencies:\n- dependency-name: datasets\n  dependency-version: 5.0.0\n  dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "Merge pull request #56 from DougTrajano/add-pydantic-ai-ollama-example",
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          "headline": "small change",
          "author_name": "Douglas Trajano",
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          "headline": "PR marker",
          "author_name": "Douglas Trajano",
          "author_login": "DougTrajano",
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          "is_bot": false,
          "headline": "Add pydantic_ai_ollama example and update project metadata",
          "author_name": "Douglas Trajano",
          "author_login": "DougTrajano",
          "committed_at": "2026-07-22T00:08:32Z",
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          "body": "…ext-files\n\nfeat: discover all readable text files as skill resources (#54)",
          "is_bot": false,
          "headline": "Merge pull request #55 from DougTrajano/feat/resource-discovery-all-t…",
          "author_name": "Douglas Trajano",
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          "body": "Each exception test constructed Mock() inside the pytest.raises block,\ngiving it two invocations that could throw. Assign ctx = Mock() before the\nblock so only the awaited call remains inside, satisfying python:S5778.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: hoist Mock() out of pytest.raises blocks (Sonar S5778)",
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          "oid": "9c5f511fe7eccc1e5684e77bfbeb4bd174ead9d0",
          "body": "Resource discovery previously used a hardcoded extension allowlist\n(.md/.json/.yaml/.yml/.csv/.xml/.txt) with no way to extend it, so common\ntext assets a skill ships (.sql, .toml, .jinja, ...) were silently invisible\neven when SKILL.md referenced them (issue #54).\n\nReplace the allowlist with allow-\n[…]\n Skill.from_file,\n  SkillsToolset, and SkillsCapability (+ from_spec).\n\nThis is a behavior change: skills may now expose more files by default.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: discover all readable text files as skill resources",
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          "headline": "Revert \"chore: bump version to 1.1.0\"",
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          "oid": "25c1940d65b2d2ef5892e5617060e5d2444df3d7",
          "body": "…skillscapability\n\nfeat: support agent specs for SkillsCapability",
          "is_bot": false,
          "headline": "Merge pull request #53 from DougTrajano/DEV-1216-support-agent-specs-…",
          "author_name": "Douglas Trajano",
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          "committed_at": "2026-06-27T18:26:40Z",
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          "oid": "bb02055e5cdfd8fe27a411ccf313c7b88d81ab78",
          "body": "- Use dataclasses.is_dataclass() instead of the brittle __dataclass_fields__\n  attribute check.\n- Assert the loaded agent actually exposes a SkillsCapability with its\n  toolset, matching the test's docstring.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: address PR review on agent-spec tests [DEV-1216]",
          "author_name": "Douglas Trajano",
          "author_login": "DougTrajano",
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          "body": "SkillsCapability extended AbstractCapability but could not be used in\ndeclarative agent specs (Agent.from_spec / Agent.from_file with\ncustom_capability_types). The pydantic-ai spec loader rejects any custom\ncapability type that is not a @dataclass, so registry construction failed\nbefore serializatio\n[…]\ndd spec-support tests (registry build, from_spec round-trip, full\n  Agent.from_spec load, schema generation) and an \"Agent specs\" docs section.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: support agent specs for SkillsCapability [DEV-1216]",
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          "body": "…-capabilities\n\nfeat: adopt Pydantic AI v2 capabilities API [DEV-1215]",
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          "headline": "Merge pull request #52 from DougTrajano/DEV-1215-adopt-pydantic-ai-v2…",
          "author_name": "Douglas Trajano",
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          "body": "Addresses Copilot review on PR #52: the SkillResource example used\ncontent=None and the SkillScript example omitted function/uri, both of\nwhich fail __post_init__ validation. Use a content-based resource and a\nfile-based (uri) script so the snippets run as written.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: fix invalid SkillResource/SkillScript examples",
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          "body": "- Add defer_loading/id/description to SkillsCapability, validate id when\n  deferred, and summarize skills via get_description()\n- Replace private pydantic_ai._run_context.RunContext with public\n  pydantic_ai.RunContext; add compat smoke test for remaining internals\n- Fix non-existent pydantic_ai.too\n[…]\n source docstrings and docs\n- Raise dependency floor to pydantic-ai-slim>=1.105\n- Test CI matrix against pydantic-ai 1.105.0, 2.0.0, and latest\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: adopt Pydantic AI v2 capabilities API [DEV-1215]",
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          "headline": "Merge pull request #50 from DougTrajano/DEV-1212",
          "author_name": "Douglas Trajano",
          "author_login": "DougTrajano",
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          "body": "Document how to intercept skill loading (before/after) using Pydantic AI's\ntool-execution hooks. Skill loading is a regular `load_skill` tool call, so\nthe standard `before_tool_execute` / `after_tool_execute` hooks fire around\nit when filtered with `tools=['load_skill']`.\n\nCovers SkillsCapability an\n[…]\ncking loads via\nSkipToolExecution, rewriting loaded instructions, and the full tool-execution\nhook family. Adds the page to the User Guide nav.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "docs: add guide for hooks around skill loading",
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          "headline": "chore: bump version to 0.11.0",
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          "body": "feat: add S3SkillsRegistry for S3 and S3-compatible storage (DEV-1208)",
          "is_bot": false,
          "headline": "Merge pull request #48 from DougTrajano/DEV-1208-s3-skills-registry",
          "author_name": "Douglas Trajano",
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          "body": "coverage.xml recorded an absolute <source> (the package dir) with filenames\nrelative to it (e.g. registries/s3.py), so SonarCloud could not map coverage\nonto the indexed sources and reported 0% on new code. Set relative_files=true\nso paths resolve as pydantic_ai_skills/registries/s3.py from the repo root.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: emit repo-root-relative coverage paths for SonarCloud",
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          "author_login": "DougTrajano",
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          "body": "Code review (Copilot) fixes on S3SkillsRegistry:\n- _sync now mirrors the remote prefix (clears the cached subtree first), so\n  skills removed from the bucket no longer linger locally\n- list S3 objects once per sync and compute per-skill version from the cached\n  listing instead of re-listing per ski\n[…]\nran with no report. Checkout first, then download\nartifacts into the workspace.\n\nAdd tests for stale-cache mirroring and client error wrapping.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: address S3 registry review and fix Sonar coverage pipeline",
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          "oid": "561faf1c03f571f338e9ee9d2a7e741e4f60ad4b",
          "body": "Introduce an S3-backed skills registry (DEV-1208) mirroring\nGitSkillsRegistry. It downloads objects under a bucket/prefix into a\nlocal cache and reuses discover_skills() to parse SKILL.md files.\n\nConnection details (credentials, endpoint_url, region, path-style\naddressing) are supplied via a caller-\n[…]\n-escape protection on download/copy\n- Metadata enrichment: source_url, registry, bucket, prefix, version\n- Tests and docs (incl. MinIO example)\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add S3SkillsRegistry for S3 and S3-compatible storage",
          "author_name": "Douglas Trajano",
          "author_login": "DougTrajano",
          "committed_at": "2026-05-26T01:06:28Z",
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          "is_bot": true,
          "headline": "chore: bump version to 0.10.1",
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          "body": "feat: coerce JSON string args to dict in run_skill_script",
          "is_bot": false,
          "headline": "Merge pull request #46 from MateEggDeHome/feat/coerce-json-args",
          "author_name": "Douglas Trajano",
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          "headline": "fix SonarQube test coverage",
          "author_name": "Douglas Trajano",
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          "headline": "fix lint issues",
          "author_name": "Douglas Trajano",
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          "headline": "Apply suggestion from @DougTrajano",
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                "max_points": 100
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
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        "value": 72,
        "weight": 0.18,
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            "key": "popularity",
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            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 55,
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              "forks": 28,
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              "growth_factor_pct": 100,
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            "components": [
              {
                "key": "stars",
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                "detail": "347 stars",
                "points": 41.2,
                "status": "partial",
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                    "code": "stars",
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                      "count": 347
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "28 forks",
                "points": 11.9,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
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                      "count": 28
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "3 watchers",
                "points": 1.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 3
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
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              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
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            "components": [
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                "key": "readme",
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                "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",
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                "status": "met",
                "details": [],
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              },
              {
                "key": "code_of_conduct",
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                "detail": null,
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "issue_template",
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                "points": 0,
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                "details": [],
                "max_points": 7.2
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              {
                "key": "pr_template",
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                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "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": [
                    "registry_dependents"
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              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
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                "pydantic-ai-skills"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 3462970
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,462,970 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 3462970,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 60,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 3,
              "top_contributor_share": 0.989
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                      "count": 1
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                "max_points": 54
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                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 99% of commits",
                "points": 0.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 99
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "3 contributors",
                "points": 4.1,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 3
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                ],
                "max_points": 13.5
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              {
                "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
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "merged_prs": 35,
              "open_issues": 0,
              "closed_issues": 20,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 1
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "35/36 decided PRs merged",
                "points": 37.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 35,
                      "decided": 36
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/11 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "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",
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            "value": 58,
            "inputs": {
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              "owner_type": "User",
              "is_verified": null,
              "owner_login": "DougTrajano",
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              "account_age_days": 4337
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            "components": [
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                "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": {}
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                ],
                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "54 followers of DougTrajano",
                "points": 12.5,
                "status": "partial",
                "details": [
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                    "code": "owner_followers",
                    "params": {
                      "count": 54,
                      "login": "DougTrajano"
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                  }
                ],
                "max_points": 25
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                "key": "track_record",
                "name": "Track record",
                "detail": "40 public repos, account ~11 yr old",
                "points": 23.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 40
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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                "pydantic-ai-skills"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
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                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "publish_recency",
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                "max_points": 35
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                "key": "version_history",
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                "detail": "20 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 20
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                  }
                ],
                "max_points": 20
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              {
                "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
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
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              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                      "count": 4
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
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              },
              {
                "key": "linter_config",
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                "key": "pre_commit_hooks",
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                "max_points": 9.6
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              {
                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
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                "pydantic-ai",
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              "has_wiki": true,
              "homepage": "https://dougtrajano.github.io/pydantic-ai-skills/",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
                "status": "met",
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                "key": "documentation_homepage_site",
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                "status": "met",
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                "key": "repository_description",
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              },
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                "key": "topics",
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                "details": [
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                "max_points": 10
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                "key": "wiki",
                "name": "Wiki",
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                "status": "met",
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
        "value": 38,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 38,
            "inputs": {
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            "components": [
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                "key": "binary_artifacts",
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                "status": "met",
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                "key": "branch_protection",
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                "detail": "branch protection is not maximal on development and all release branches",
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                "key": "ci_tests",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
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                "key": "code_review",
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
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                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "status": "missed",
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
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                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 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 0",
                "points": 0,
                "status": "missed",
                "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 detected",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "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": "40 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 4
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI.