Public recordExcellent
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 13:16 UTC
pydantic / logfire
AI observability platform for production LLM and agent systems.
pydantic/logfire holds a health index of 86 out of 100, placing it in the Excellent band. It scores highest on Vitality (99/100) and lowest on Sustainability & Governance (77/100). It was last updated today. 2 contributors account for most of its recent work.
86
overall / 100Software 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.
86
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)
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
PydanticOrganization
2,891 followers79 public repossince Aug 2022
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | logfire-api | 4.37.0 | 23,467,252 | 139 | 35 days ago |
| PyPI | logfire | 4.37.0 | - | 186 | 35 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
99
Development activity
99Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 35.3/36 | Commit cadence — 51/52 weeks with commits |
| 18/18 | Commit volume — 478 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 478 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 35 days ago |
| 27/27 | Release cadence — a release every ~8.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | v4.37.0 |
| releases_from_tags | no |
| days_since_latest_release | 35 |
| mean_days_between_releases | 8.6 |
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?
84
Popularity & adoption
86Excellent
How it's scored
| 59.1/60 | Stars — 4,380 stars |
| 20.2/25 | Forks — 264 forks |
| 6.8/15 | Watchers — 18 watchers |
Inputs used
| forks | 264 |
| stars | 4,380 |
| watchers | 18 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
70Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
100Excellent
How it's scored
| 80/80 | Monthly downloads — 23,467,252 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | logfire-api, logfire |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 23,467,252 |
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?
77
Maintainer resilience (bus factor)
62Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 13.4/22.5 | Commit distribution — top contributor authored 40% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 33 contributing companies or organizations |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0.405 |
How it's scored
| 32.4/46.8 | Issue resolution — 69% of issues closed |
| 34.9/38.3 | PR acceptance — 1,298/1,421 decided PRs merged |
| 10.5/15 | OpenSSF Scorecard: Code-Review — Found 22/28 approved changesets -- score normalized to 7 |
Inputs used
| merged_prs | 1,298 |
| open_issues | 177 |
| closed_issues | 402 |
| issue_closed_ratio | 0.694 |
| closed_unmerged_prs | 123 |
Ownership & stewardship
76Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 24.9/25 | Owner reach — 2,891 followers of pydantic |
| 20.9/25 | Track record — 79 public repos, account ~3 yr old |
Inputs used
| followers | 2,891 |
| owner_type | Organization |
| is_verified | — |
| owner_login | pydantic |
| public_repos | 79 |
| account_age_days | 1,440 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 2 package(s) on pypi |
| 35/35 | Publish recency — latest publish 35 days ago |
| 20/20 | Version history — 186 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | logfire-api, logfire |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 35 |
Engineering Quality
Are baseline engineering and documentation practices in place?
92
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 6 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://pydantic.dev/logfire/ |
| 10/10 | Repository description |
| 10/10 | Topics — 16 topics |
| 0/10 | Wiki |
Inputs used
| topics | fastapi, logging, observability, openai, opentelemetry, pydantic, python, trace, metrics, ai, ai-tools, pydantic-ai, agent-observability, ai-observability, evals, llm-observability |
| has_wiki | no |
| homepage | https://pydantic.dev/logfire/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
79
Security posture
79Good
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 5.2/7.5 | Code-Review — Found 22/28 approved changesets -- score normalized to 7 |
| 2.5/2.5 | Contributors — project has 33 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 4.5/7.5 | Vulnerabilities — 4 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 7.9 |
Excluded from scoring (no data or not applicable): branch_protection, 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.
83
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 6,591 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
100Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 11/11 | Static type checking — logfire-api/logfire_api/py.typed, logfire/py.typed |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | package-lock.json, uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | logfire-api/logfire_api/py.typed, logfire/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (logfire-api/logfire_api/py.typed, logfire/py.typed) |
| 51.8/55 | Manageable file sizes — 15/256 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 249,473 |
| source_files_sampled | 256 |
| oversized_source_files | 15 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
4,380GitHub stars
100contributors
478commits, last 12 months
0days since last push
100releases
2bus factor
177open issues
npm, PyPIpackage ecosystems
Data collection warnings
- Could not fetch npm package 'pyodide_test' from its registry
More detail
OpenSSF Scorecard 7.9 / 10
7.9aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 7 | Code-Review | Found 22/28 approved changesets -- score normalized to 7 |
| 10 | Contributors | project has 33 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 6 | Vulnerabilities | 4 existing vulnerabilities detected |
Direct dependencies 9
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | pyodide | ^0.29.3 | pyodide_test/package.json |
| PyPI | opentelemetry-sdk | >= 1.39.0, < 1.44.0 | pyproject.toml |
| PyPI | opentelemetry-exporter-otlp-proto-http | >= 1.39.0, < 1.44.0 | pyproject.toml |
| PyPI | opentelemetry-instrumentation | >= 0.41b0 | pyproject.toml |
| PyPI | rich | >= 13.4.2 | pyproject.toml |
| PyPI | protobuf | >= 4.23.4 | pyproject.toml |
| PyPI | typing-extensions | >= 4.1.0 | pyproject.toml |
| PyPI | tomli | >= 2.0.1 | pyproject.toml |
| PyPI | executing | >= 2.0.1 | pyproject.toml |
All dependencies 274
Full resolved dependency set from the GitHub dependency graph: 9 direct and 265 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| npm | pyodide | 0.29.3 | direct |
| PyPI | executing | 2.2.1 | direct |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.43.0 | direct |
| PyPI | opentelemetry-instrumentation | 0.64b0 | direct |
| PyPI | opentelemetry-sdk | 1.43.0 | direct |
| PyPI | protobuf | 7.35.1 | direct |
| PyPI | rich | 15.0.0 | direct |
| PyPI | tomli | 2.4.1 | direct |
| PyPI | typing-extensions | 4.16.0 | direct |
| npm | @types/emscripten | 1.41.5 | indirect |
| npm | ws | 8.21.0 | indirect |
| PyPI | aiofile | 3.11.1 | indirect |
| PyPI | aiofile | 3.9.0 | indirect |
| PyPI | aiohappyeyeballs | 2.7.1 | indirect |
| PyPI | aiohttp | 3.14.1 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | aiosqlite | 0.21.0 | indirect |
| PyPI | amqp | 5.3.1 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anthropic | 0.116.0 | indirect |
| PyPI | anyio | 4.14.1 | indirect |
| PyPI | asgiref | 3.11.1 | indirect |
| PyPI | ast-serialize | 0.6.0 | indirect |
| PyPI | asttokens | 3.0.1 | indirect |
| PyPI | async-timeout | 5.0.1 | indirect |
| PyPI | asyncer | 0.0.8 | indirect |
| PyPI | asyncpg | 0.31.0 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | authlib | 1.7.2 | indirect |
| PyPI | backports-asyncio-runner | 1.2.0 | indirect |
| PyPI | backports-tarfile | 1.2.0 | indirect |
| PyPI | beartype | 0.22.9 | indirect |
| PyPI | billiard | 4.2.4 | indirect |
| PyPI | black | 26.5.1 | indirect |
| PyPI | blinker | 1.9.0 | indirect |
| PyPI | boto3 | 1.43.40 | indirect |
| PyPI | botocore | 1.43.40 | indirect |
| PyPI | cachetools | 7.1.4 | indirect |
| PyPI | caio | 0.9.25 | indirect |
| PyPI | celery | 5.6.3 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | cfgv | 3.5.0 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | claude-agent-sdk | 0.2.110 | indirect |
| PyPI | click | 8.4.2 | indirect |
| PyPI | click-didyoumean | 0.3.1 | indirect |
| PyPI | click-plugins | 1.1.1.2 | indirect |
| PyPI | click-repl | 0.3.0 | indirect |
| PyPI | cloudpickle | 3.1.2 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coverage | 7.15.0 | indirect |
| PyPI | cryptography | 49.0.0 | indirect |
| PyPI | dirty-equals | 0.11 | indirect |
| PyPI | diskcache | 5.6.3 | indirect |
| PyPI | distlib | 0.4.3 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | django | 5.2.15 | indirect |
| PyPI | django | 6.0.6 | indirect |
| PyPI | dnspython | 2.8.0 | indirect |
| PyPI | docker | 7.1.0 | indirect |
| PyPI | docstring-parser | 0.18.0 | indirect |
| PyPI | dspy | 3.2.1 | indirect |
| PyPI | email-validator | 2.3.0 | indirect |
| PyPI | eval-type-backport | 0.4.0 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | execnet | 2.1.2 | indirect |
| PyPI | fast-depends | 3.0.8 | indirect |
| PyPI | fastapi | 0.139.0 | indirect |
| PyPI | fastmcp-slim | 3.4.3 | indirect |
| PyPI | faststream | 0.7.1 | indirect |
| PyPI | fastuuid | 0.14.0 | indirect |
| PyPI | filelock | 3.29.5 | indirect |
| PyPI | flask | 3.1.3 | indirect |
| PyPI | frozenlist | 1.8.0 | indirect |
| PyPI | fsspec | 2026.6.0 | indirect |
| PyPI | genai-prices | 0.0.69 | indirect |
| PyPI | gepa | 0.0.27 | indirect |
| PyPI | google-auth | 2.55.1 | indirect |
| PyPI | google-genai | 2.10.0 | indirect |
| PyPI | googleapis-common-protos | 1.75.0 | indirect |
| PyPI | greenlet | 3.5.3 | indirect |
| PyPI | griffelib | 2.1.0 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | hatchling | — | indirect |
| PyPI | hf-xet | 1.5.1 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httpcore2 | 2.5.0 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | httpx-sse | 0.4.3 | indirect |
| PyPI | httpx2 | 2.5.0 | indirect |
| PyPI | huggingface-hub | 1.22.0 | indirect |
| PyPI | identify | 2.6.19 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | importlib-metadata | 8.9.0 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | inline-snapshot | 0.34.2 | indirect |
| PyPI | itsdangerous | 2.2.0 | indirect |
| PyPI | jaraco-classes | 3.4.0 | indirect |
| PyPI | jaraco-context | 6.1.2 | indirect |
| PyPI | jaraco-functools | 4.5.0 | indirect |
| PyPI | jeepney | 0.9.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jiter | 0.16.0 | indirect |
| PyPI | jmespath | 1.1.0 | indirect |
| PyPI | joserfc | 1.7.2 | indirect |
| PyPI | json-repair | 0.61.2 | indirect |
| PyPI | jsonpatch | 1.33 | indirect |
| PyPI | jsonpointer | 3.1.1 | indirect |
| PyPI | jsonschema | 4.26.0 | indirect |
| PyPI | jsonschema-specifications | 2025.9.1 | indirect |
| PyPI | keyring | 25.7.0 | indirect |
| PyPI | kombu | 5.6.2 | indirect |
| PyPI | langchain | 1.3.11 | indirect |
| PyPI | langchain-core | 1.4.8 | indirect |
| PyPI | langchain-openai | 1.3.3 | indirect |
| PyPI | langchain-protocol | 0.0.18 | indirect |
| PyPI | langgraph | 1.2.7 | indirect |
| PyPI | langgraph-checkpoint | 4.1.1 | indirect |
| PyPI | langgraph-prebuilt | 1.1.0 | indirect |
| PyPI | langgraph-sdk | 0.4.2 | indirect |
| PyPI | langsmith | 0.9.7 | indirect |
| PyPI | librt | 0.12.0 | indirect |
| PyPI | litellm | 1.91.0 | indirect |
| PyPI | logfire | 4.37.0 | indirect |
| PyPI | logfire-api | 4.37.0 | indirect |
| PyPI | loguru | 0.7.3 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | mcp | 1.28.1 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | more-itertools | 11.1.0 | indirect |
| PyPI | multidict | 6.7.1 | indirect |
| PyPI | mypy | 2.1.0 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | mysql-connector-python | 9.7.0 | indirect |
| PyPI | nodeenv | 1.10.0 | indirect |
| PyPI | numpy | 2.2.6 | indirect |
| PyPI | numpy | 2.4.6 | indirect |
| PyPI | numpy | 2.5.1 | indirect |
| PyPI | openai | 2.44.0 | indirect |
| PyPI | openai-agents | 0.17.7 | indirect |
| PyPI | openinference-instrumentation | 0.1.54 | indirect |
| PyPI | openinference-instrumentation-dspy | 0.1.37 | indirect |
| PyPI | openinference-instrumentation-litellm | 0.1.34 | indirect |
| PyPI | openinference-semantic-conventions | 0.1.30 | indirect |
| PyPI | opentelemetry-api | 1.43.0 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.43.0 | indirect |
| PyPI | opentelemetry-instrumentation-aiohttp-client | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-aiohttp-server | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-asgi | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-asyncpg | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-aws-lambda | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-celery | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-dbapi | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-django | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-fastapi | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-flask | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-google-genai | 0.7b1 | indirect |
| PyPI | opentelemetry-instrumentation-httpx | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-mysql | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-psycopg | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-psycopg2 | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-pymongo | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-redis | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-requests | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-sqlalchemy | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-sqlite3 | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-starlette | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-system-metrics | 0.64b0 | indirect |
| PyPI | opentelemetry-instrumentation-wsgi | 0.64b0 | indirect |
| PyPI | opentelemetry-propagator-aws-xray | 1.0.2 | indirect |
| PyPI | opentelemetry-proto | 1.43.0 | indirect |
| PyPI | opentelemetry-semantic-conventions | 0.64b0 | indirect |
| PyPI | opentelemetry-util-genai | 0.3b0 | indirect |
| PyPI | opentelemetry-util-http | 0.64b0 | indirect |
| PyPI | orjson | 3.11.9 | indirect |
| PyPI | ormsgpack | 1.12.2 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | pandas | 2.3.3 | indirect |
| PyPI | pandas | 3.0.3 | indirect |
| PyPI | pathspec | 1.1.1 | indirect |
| PyPI | pip | 26.1.2 | indirect |
| PyPI | platformdirs | 4.10.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pre-commit | 4.6.0 | indirect |
| PyPI | prompt-toolkit | 3.0.52 | indirect |
| PyPI | propcache | 0.5.2 | indirect |
| PyPI | psutil | 7.2.2 | indirect |
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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"version": "0.25.0",
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],
"collected": true,
"truncated": false,
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{
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"login": "Kludex",
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{
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{
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{
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{
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{
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{
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"login": "ChristopherGS",
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"avatar_url": "https://avatars.githubusercontent.com/u/5574524?u=565cd68a375fc7ad72a0fcfe59fba180afd51c41&v=4"
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{
"type": "User",
"login": "davidhewitt",
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"avatar_url": "https://avatars.githubusercontent.com/u/1939362?u=b4b48981c3a097daaad16c4c5417aa7a3e5e32d9&v=4"
},
{
"type": "User",
"login": "sydney-runkle",
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"avatar_url": "https://avatars.githubusercontent.com/u/54324534?u=acc3756515d6f87acc91e36a4478557cba9d9dac&v=4"
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],
"contributors_sampled": 100,
"top_contributor_share": 0.405
},
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"has_tests": true,
"ci_workflows": [
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"claude.yml",
"copilot-setup-steps.yml",
"docs-preview.yml",
"main.yml",
"weekly_deps_test.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
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"security_signals": {
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"uv.lock"
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"scorecard": {
"checks": [
{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
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"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
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"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
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"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
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"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
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"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
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"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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{
"name": "Vulnerabilities",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
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}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/pydantic/logfire",
"host": "github.com",
"name": "logfire",
"owner": "pydantic"
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"metrics": {
"overall": {
"key": "overall",
"band": "excellent",
"name": "Overall health",
"note": null,
"notes": [],
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"inputs": {
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"vitality": 99,
"community": 84,
"governance": 77,
"engineering": 92
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 99,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"commits_last_year": 478,
"human_commit_share": null,
"days_since_last_push": 0,
"active_weeks_last_year": 51
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"components": [
{
"key": "push_recency",
"name": "Push recency",
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],
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{
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"status": "partial",
"details": [
{
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}
],
"max_points": 36
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{
"key": "commit_volume",
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"detail": "478 commits in the last year",
"points": 18,
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],
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{
"key": "openssf_scorecard_maintained",
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"detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
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"max_points": 10
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]
},
{
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"notes": [
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},
{
"code": "weights_renormalized",
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],
"value": 100,
"inputs": {
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"components": [
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"key": "ships_releases",
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"points": 27,
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"details": [
{
"code": "releases_published",
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],
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{
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{
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],
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{
"key": "openssf_scorecard_signed_releases",
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]
},
{
"key": "abandonment",
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"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
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"code": "abandonment_unverified",
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],
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]
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],
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},
{
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"value": 84,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
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"note": null,
"notes": [],
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"inputs": {
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"stars": 4380,
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"components": [
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"key": "stars",
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"status": "partial",
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],
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{
"key": "forks",
"name": "Forks",
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"points": 20.2,
"status": "partial",
"details": [
{
"code": "forks",
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}
],
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{
"key": "watchers",
"name": "Watchers",
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"points": 6.8,
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"code": "watchers",
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}
],
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
"value": 70,
"inputs": {
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"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
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},
{
"key": "license",
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"points": 22.5,
"status": "met",
"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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],
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{
"key": "contributing_guide",
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"points": 18,
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"details": [],
"max_points": 18
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{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
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"points": 0,
"status": "missed",
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"max_points": 6.3
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]
},
{
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"notes": [
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"code": "excluded_no_data",
"params": {
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},
{
"code": "weights_renormalized",
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],
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"inputs": {
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"monthly_downloads": 23467252
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"components": [
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"details": [
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"code": "downloads_monthly",
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"ecosystems": "pypi"
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}
],
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{
"key": "registry_dependents",
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"status": "excluded",
"details": [
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],
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]
}
],
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{
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"key": "maintainer_resilience",
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"top_contributor_share": 0.405
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"components": [
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"key": "bus_factor",
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"points": 25.2,
"status": "partial",
"details": [
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"code": "bus_factor",
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}
],
"max_points": 54
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{
"key": "commit_distribution",
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"detail": "top contributor authored 40% of commits",
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"status": "partial",
"details": [
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"code": "top_contributor_share",
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"max_points": 22.5
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{
"key": "contributor_breadth",
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"details": [
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"code": "contributors_sampled",
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],
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{
"key": "openssf_scorecard_contributors",
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"points": 10,
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"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
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"key": "issue_resolution",
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"points": 32.4,
"status": "partial",
"details": [
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],
"max_points": 46.75
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{
"key": "pr_acceptance",
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"points": 34.9,
"status": "partial",
"details": [
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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",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 22/28 approved changesets -- score normalized to 7",
"points": 10.5,
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},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
{
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"points": 30,
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{
"key": "verified_domain",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
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{
"key": "owner_reach",
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"detail": "2,891 followers of pydantic",
"points": 24.9,
"status": "partial",
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{
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"login": "pydantic"
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"max_points": 25
},
{
"key": "track_record",
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"detail": "79 public repos, account ~3 yr old",
"points": 20.9,
"status": "partial",
"details": [
{
"code": "public_repos",
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"count": 79
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},
{
"code": "account_age_years",
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"years": 3
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}
],
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]
},
{
"key": "package_maintenance",
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"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"logfire"
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"ecosystems": "pypi",
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},
"components": [
{
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"points": 25,
"status": "met",
"details": [
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"code": "packages_published",
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"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
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"detail": "latest publish 35 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
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}
],
"max_points": 35
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{
"key": "version_history",
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"points": 20,
"status": "met",
"details": [
{
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"params": {
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}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"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",
"band": "excellent",
"name": "Engineering Quality",
"value": 92,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
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"points": 24,
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"details": [
{
"code": "ci_workflows",
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}
],
"max_points": 24
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{
"key": "tests_present",
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"points": 24,
"status": "met",
"details": [],
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},
{
"key": "linter_config",
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"points": 16,
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"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
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"points": 9.6,
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"details": [],
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{
"key": "editorconfig",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "openssf_scorecard_ci_tests",
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"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
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"inputs": {
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"openai",
"opentelemetry",
"pydantic",
"python",
"trace",
"metrics",
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"ai-tools",
"pydantic-ai",
"agent-observability",
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"components": [
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"detail": null,
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"details": [],
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{
"key": "documentation_directory",
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"points": 25,
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"details": [],
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{
"key": "documentation_homepage_site",
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"points": 15,
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"details": [],
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{
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "topics",
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"points": 10,
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"details": [
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}
],
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{
"key": "wiki",
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"detail": null,
"points": 0,
"status": "missed",
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}
]
}
],
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},
{
"key": "security",
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"name": "Security",
"value": 79,
"weight": 0.16,
"metrics": [
{
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"notes": [
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"code": "excluded_no_data",
"params": {
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"signed_releases"
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}
},
{
"code": "weights_renormalized",
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}
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"inputs": {
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 7.9
},
"components": [
{
"key": "binary_artifacts",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
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},
{
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"max_points": 2.5
},
{
"key": "cii_best_practices",
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"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "code_review",
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"points": 5.2,
"status": "partial",
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},
{
"key": "contributors",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"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",
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"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "packaging",
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"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
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"detail": "all dependencies are pinned",
"points": 5,
"status": "met",
"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": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
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"status": "excluded",
"details": [
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"code": "no_data",
"params": {}
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"max_points": 7.5
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{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 6.8,
"status": "partial",
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"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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"status": "partial",
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"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
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"exposures": [],
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"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 10
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
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}
],
"max_points": 100
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]
}
],
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},
{
"key": "ai_readiness",
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"name": "AI Readiness",
"value": 83,
"weight": 0,
"metrics": [
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"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
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"inputs": {
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"legible_history_share": null,
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"agent_instruction_max_bytes": 6591
},
"components": [
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"status": "met",
"details": [
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"code": "file_list",
"params": {
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
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"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
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]
},
{
"key": "ai_verify_loop",
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"code": "excluded_no_data",
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{
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],
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"uv.lock"
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"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
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"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
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"code": "file_list",
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{
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"points": 22,
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"details": [],
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},
{
"key": "lint_format_config",
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"points": 11,
"status": "met",
"details": [],
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},
{
"key": "static_type_checking",
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"points": 11,
"status": "met",
"details": [
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}
],
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},
{
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"points": 10,
"status": "met",
"details": [
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"params": {
"files": "lockfile"
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}
],
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},
{
"key": "demonstrated_agent_practice",
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"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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}
],
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},
{
"key": "automated_maintenance",
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"details": [
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"code": "no_data",
"params": {}
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],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
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"points": 10,
"status": "met",
"details": [],
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}
]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
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"notes": [],
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"inputs": {
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"source_files_sampled": 256,
"oversized_source_files": 15
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"components": [
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"points": 27,
"status": "partial",
"details": [
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"code": "typecheck_config_language",
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
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"detail": "15/256 source files over 60KB",
"points": 51.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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"sampled": 256,
"oversized": 15
}
}
],
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}
]
},
{
"key": "ai_interfaces",
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"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
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"has_mcp_signal": true,
"api_schema_files": []
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"components": [
{
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
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"points": 20,
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},
{
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"points": 40,
"status": "met",
"details": [
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"code": "file_list",
"params": {
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],
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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": [
"Could not fetch npm package 'pyodide_test' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-18T13:16:33.965349Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pydantic/logfire.svg",
"full_name": "pydantic/logfire",
"license_state": "standard",
"license_spdx": "MIT"
}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 v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.