Public recordGood
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 01:03 UTC
openai / openai-agents-python
A lightweight, powerful framework for multi-agent workflows
openai/openai-agents-python holds a health index of 79 out of 100, placing it in the Good band. It scores highest on Vitality (100/100) and lowest on Security (62/100). It was last updated today. 2 contributors account for most of its recent work.
79
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.
79
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
OpenAIOrganization
126,532 followers264 public repossince Oct 2015
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 | openai-agents | 0.18.2 | - | 109 | 5 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
100
Development activity
100Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 36/36 | Commit cadence — 52/52 weeks with commits |
| 18/18 | Commit volume — 1,208 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 1,208 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 5 days ago |
| 27/27 | Release cadence — a release every ~6.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | v0.18.2 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 6.7 |
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?
76
Popularity & adoption
98Excellent
How it's scored
| 60/60 | Stars — 27,952 stars |
| 25/25 | Forks — 4,338 forks |
| 13/15 | Watchers — 220 watchers |
Inputs used
| forks | 4,338 |
| stars | 27,952 |
| watchers | 220 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | 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 | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
77
Maintainer resilience (bus factor)
64Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 15.5/22.5 | Commit distribution — top contributor authored 31% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 36 contributing companies or organizations |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0.313 |
How it's scored
| 45.9/46.8 | Issue resolution — 98% of issues closed |
| 22.3/38.3 | PR acceptance — 1,404/2,410 decided PRs merged |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 9/29 approved changesets -- score normalized to 3 |
Inputs used
| merged_prs | 1,404 |
| open_issues | 24 |
| closed_issues | 1,315 |
| issue_closed_ratio | 0.982 |
| closed_unmerged_prs | 1,006 |
Ownership & stewardship
80Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 126,532 followers of openai |
| 25/25 | Track record — 264 public repos, account ~10 yr old |
Inputs used
| followers | 126,532 |
| owner_type | Organization |
| is_verified | — |
| owner_login | openai |
| public_repos | 264 |
| account_age_days | 3,939 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 5 days ago |
| 20/20 | Version history — 109 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | openai-agents |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 5 |
Engineering Quality
Are baseline engineering and documentation practices in place?
77
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 6 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 23 out of 23 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 | no |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://openai.github.io/openai-agents-python/ |
| 10/10 | Repository description |
| 10/10 | Topics — 7 topics |
| 0/10 | Wiki |
Inputs used
| topics | agents, ai, framework, llm, python, openai, harness |
| has_wiki | no |
| homepage | https://openai.github.io/openai-agents-python/ |
| 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?
62
Security posture
62Moderate
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 — 23 out of 23 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 |
| 2.2/7.5 | Code-Review — Found 9/29 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 36 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 11 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 3.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
| 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 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 77 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6.2 |
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
100Excellent
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md, docs/agents.md, docs/ja/agents.md, docs/ko/agents.md, docs/ref/agent.md, docs/ref/realtime/agent.md, docs/zh/agents.md |
| 15/15 | Machine-readable docs (llms.txt) — llms.txt present |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | yes |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md, CLAUDE.md, docs/agents.md, docs/ja/agents.md, docs/ko/agents.md, docs/ref/agent.md, docs/ref/realtime/agent.md, docs/zh/agents.md |
| agent_instruction_max_bytes | 22,095 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — Makefile, examples/sandbox/extensions/temporal/justfile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — pyrightconfig.json, src/agents/py.typed, src/agents/sandbox/py.typed |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 7/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | Makefile, examples/sandbox/extensions/temporal/justfile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | pyrightconfig.json, src/agents/py.typed, src/agents/sandbox/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (pyrightconfig.json, src/agents/py.typed, src/agents/sandbox/py.typed) |
| 52.5/55 | Manageable file sizes — 37/799 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 253,668 |
| source_files_sampled | 799 |
| oversized_source_files | 37 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
27,952GitHub stars
100contributors
1,208commits, last 12 months
0days since last push
100releases
2bus factor
24open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 6.2 / 10
6.2aggregate
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 | 23 out of 23 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 |
| 3 | Code-Review | Found 9/29 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 36 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 11 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 7 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 7 |
| 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 |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 77 existing vulnerabilities detected |
Direct dependencies 7
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | openai | >=2.45.0,<3 | pyproject.toml |
| PyPI | pydantic | >=2.12.2, <3 | pyproject.toml |
| PyPI | griffelib | >=2, <3 | pyproject.toml |
| PyPI | typing-extensions | >=4.12.2, <5 | pyproject.toml |
| PyPI | requests | >=2.0, <3 | pyproject.toml |
| PyPI | websockets | >=15.0, <17 | pyproject.toml |
| PyPI | mcp | >=1.19.0, <2 | pyproject.toml |
All dependencies 204
Full resolved dependency set from the GitHub dependency graph: 9 direct and 195 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | griffelib | 2.0.1 | direct |
| PyPI | mcp | 1.26.0 | direct |
| PyPI | openai | — | direct |
| PyPI | openai | 2.45.0 | direct |
| PyPI | pydantic | 2.12.3 | direct |
| PyPI | requests | 2.34.2 | direct |
| PyPI | typing-extensions | 4.14.1 | direct |
| PyPI | websockets | — | direct |
| PyPI | websockets | 15.0.1 | direct |
| PyPI | aiofiles | 24.1.0 | indirect |
| PyPI | aiohappyeyeballs | 2.6.1 | indirect |
| PyPI | aiohttp | 3.12.15 | indirect |
| PyPI | aiohttp-retry | 2.9.1 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | aiosqlite | 0.21.0 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | any-llm-sdk | 1.11.0 | indirect |
| PyPI | anyio | 4.10.0 | indirect |
| PyPI | asttokens | 3.0.0 | indirect |
| PyPI | async-timeout | 5.0.1 | indirect |
| PyPI | asyncpg | 0.30.0 | indirect |
| PyPI | attrs | 25.3.0 | indirect |
| PyPI | babel | 2.17.0 | indirect |
| PyPI | backports-asyncio-runner | 1.2.0 | indirect |
| PyPI | backports-datetime-fromisoformat | 2.0.3 | indirect |
| PyPI | backrefs | 5.9 | indirect |
| PyPI | blaxel | 0.2.50 | indirect |
| PyPI | boto3 | 1.42.75 | indirect |
| PyPI | botocore | 1.42.75 | indirect |
| PyPI | bracex | 2.6 | indirect |
| PyPI | cbor2 | 5.8.0 | indirect |
| PyPI | certifi | 2025.8.3 | indirect |
| PyPI | cffi | 1.17.1 | indirect |
| PyPI | charset-normalizer | 3.4.3 | indirect |
| PyPI | click | 8.2.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coverage | 7.10.3 | indirect |
| PyPI | cryptography | 45.0.7 | indirect |
| PyPI | dapr | 1.16.0 | indirect |
| PyPI | daytona | 0.155.0 | indirect |
| PyPI | daytona-api-client | 0.155.0 | indirect |
| PyPI | daytona-api-client-async | 0.155.0 | indirect |
| PyPI | daytona-toolbox-api-client | 0.155.0 | indirect |
| PyPI | daytona-toolbox-api-client-async | 0.155.0 | indirect |
| PyPI | deprecated | 1.3.1 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | dnspython | 2.8.0 | indirect |
| PyPI | docker | 7.1.0 | indirect |
| PyPI | dockerfile-parse | 2.0.1 | indirect |
| PyPI | e2b | 2.20.0 | indirect |
| PyPI | e2b-code-interpreter | 2.4.1 | indirect |
| PyPI | environs | 14.6.0 | indirect |
| PyPI | eval-type-backport | 0.2.2 | indirect |
| PyPI | evdev | 1.9.2 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | execnet | 2.1.2 | indirect |
| PyPI | executing | 2.2.0 | indirect |
| PyPI | fakeredis | 2.31.3 | indirect |
| PyPI | fastapi | — | indirect |
| PyPI | fastapi | 0.116.1 | indirect |
| PyPI | fastuuid | 0.14.0 | indirect |
| PyPI | filelock | 3.18.0 | indirect |
| PyPI | frozenlist | 1.7.0 | indirect |
| PyPI | fsspec | 2025.7.0 | indirect |
| PyPI | ghp-import | 2.1.0 | indirect |
| PyPI | googleapis-common-protos | 1.70.0 | indirect |
| PyPI | graphviz | 0.21 | indirect |
| PyPI | greenlet | 3.2.4 | indirect |
| PyPI | grpcio | 1.76.0 | indirect |
| PyPI | grpcio-status | 1.67.1 | indirect |
| PyPI | grpclib | 0.4.9 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h2 | 4.3.0 | indirect |
| PyPI | hf-xet | 1.1.7 | indirect |
| PyPI | hpack | 4.1.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | httpx-sse | 0.4.1 | indirect |
| PyPI | huggingface-hub | 0.34.4 | indirect |
| PyPI | hyperframe | 6.1.0 | indirect |
| PyPI | idna | 3.10 | indirect |
| PyPI | importlib-metadata | 8.7.0 | indirect |
| PyPI | iniconfig | 2.1.0 | indirect |
| PyPI | inline-snapshot | 0.27.2 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jiter | 0.10.0 | indirect |
| PyPI | jmespath | 1.1.0 | indirect |
| PyPI | jsonschema | 4.25.0 | indirect |
| PyPI | jsonschema-specifications | 2025.4.1 | indirect |
| PyPI | linkify-it-py | 2.0.3 | indirect |
| PyPI | litellm | 1.83.0 | indirect |
| PyPI | markdown | 3.8.2 | indirect |
| PyPI | markdown-it-py | 4.0.0 | indirect |
| PyPI | markupsafe | 3.0.2 | indirect |
| PyPI | marshmallow | 4.2.2 | indirect |
| PyPI | mdit-py-plugins | 0.5.0 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mergedeep | 1.3.4 | indirect |
| PyPI | mkdocs | 1.6.1 | indirect |
| PyPI | mkdocs-autorefs | 1.4.2 | indirect |
| PyPI | mkdocs-get-deps | 0.2.0 | indirect |
| PyPI | mkdocs-material | 9.6.16 | indirect |
| PyPI | mkdocs-material-extensions | 1.3.1 | indirect |
| PyPI | mkdocs-static-i18n | 1.3.0 | indirect |
| PyPI | mkdocstrings | 1.0.3 | indirect |
| PyPI | mkdocstrings-python | 2.0.3 | indirect |
| PyPI | modal | 1.4.3 | indirect |
| PyPI | multidict | 6.6.4 | indirect |
| PyPI | mypy | 1.17.1 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | nexus-rpc | 1.4.0 | indirect |
| PyPI | nodeenv | 1.10.0 | indirect |
| PyPI | numpy | 2.2.6 | indirect |
| PyPI | numpy | 2.3.2 | indirect |
| PyPI | obstore | 0.8.2 | indirect |
| PyPI | openai-agents | — | indirect |
| PyPI | openai-agents | 0.18.2 | indirect |
| PyPI | openresponses-types | 2.3.0.post1 | indirect |
| PyPI | opentelemetry-api | 1.40.0 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.40.0 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.40.0 | indirect |
| PyPI | opentelemetry-instrumentation | 0.61b0 | indirect |
| PyPI | opentelemetry-instrumentation-aiohttp-client | 0.61b0 | indirect |
| PyPI | opentelemetry-proto | 1.40.0 | indirect |
| PyPI | opentelemetry-sdk | 1.40.0 | indirect |
| PyPI | opentelemetry-semantic-conventions | 0.61b0 | indirect |
| PyPI | opentelemetry-util-http | 0.61b0 | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | paginate | 0.5.7 | indirect |
| PyPI | pathspec | 0.12.1 | indirect |
| PyPI | platformdirs | 4.3.8 | indirect |
| PyPI | playwright | 1.50.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | propcache | 0.3.2 | indirect |
| PyPI | protobuf | 5.29.5 | indirect |
| PyPI | pycparser | 2.22 | indirect |
| PyPI | pydantic-core | 2.41.4 | indirect |
| PyPI | pydantic-settings | 2.10.1 | indirect |
| PyPI | pyee | 12.1.1 | indirect |
| PyPI | pygments | 2.19.2 | indirect |
| PyPI | pyjwt | 2.10.1 | indirect |
| PyPI | pymdown-extensions | 10.16.1 | indirect |
| PyPI | pymongo | 4.16.0 | indirect |
| PyPI | pynput | 1.8.1 | indirect |
| PyPI | pyobjc-core | 11.1 | indirect |
| PyPI | pyobjc-framework-applicationservices | 11.1 | indirect |
| PyPI | pyobjc-framework-cocoa | 11.1 | indirect |
| PyPI | pyobjc-framework-coretext | 11.1 | indirect |
| PyPI | pyobjc-framework-quartz | 11.1 | indirect |
| PyPI | pyright | 1.1.408 | indirect |
| PyPI | pytest | 8.4.1 | indirect |
| PyPI | pytest-asyncio | 1.1.0 | indirect |
| PyPI | pytest-mock | 3.14.1 | indirect |
| PyPI | pytest-xdist | 3.8.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-dotenv | — | indirect |
| PyPI | python-dotenv | 1.1.1 | indirect |
| PyPI | python-multipart | 0.0.20 | indirect |
| PyPI | python-xlib | 0.33 | indirect |
| PyPI | pywin32 | 311 | indirect |
| PyPI | pyyaml | 6.0.2 | indirect |
| PyPI | pyyaml-env-tag | 1.1 | indirect |
| PyPI | redis | 7.0.1 | indirect |
| PyPI | referencing | 0.36.2 | indirect |
| PyPI | regex | 2025.7.34 | indirect |
| PyPI | rich | 14.3.3 | indirect |
| PyPI | rpds-py | 0.27.0 | indirect |
| PyPI | ruff | 0.9.2 | indirect |
| PyPI | runloop-api-client | 1.16.0 | indirect |
| PyPI | s3transfer | 0.16.0 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | sniffio | 1.3.1 | indirect |
| PyPI | sortedcontainers | 2.4.0 | indirect |
| PyPI | sounddevice | 0.5.2 | indirect |
| PyPI | sqlalchemy | 2.0.43 | indirect |
| PyPI | sse-starlette | 3.0.2 | indirect |
| PyPI | starlette | 0.47.2 | indirect |
| PyPI | synchronicity | 0.12.2 | indirect |
| PyPI | temporalio | 1.26.0 | indirect |
| PyPI | testcontainers | 4.12.0 | indirect |
| PyPI | textual | 8.2.3 | indirect |
| PyPI | tiktoken | 0.12.0 | indirect |
| PyPI | tokenizers | 0.21.4 | indirect |
| PyPI | toml | 0.10.2 | indirect |
| PyPI | tomli | 2.2.1 | indirect |
| PyPI | tqdm | 4.67.1 | indirect |
| PyPI | types-certifi | 2021.10.8.3 | indirect |
| PyPI | types-protobuf | 6.32.1.20260221 | indirect |
| PyPI | types-pynput | 1.8.1.20250809 | indirect |
| PyPI | types-toml | 0.10.8.20240310 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | uc-micro-py | 1.0.3 | indirect |
| PyPI | urllib3 | 2.5.0 | indirect |
| PyPI | uuid-utils | 0.14.1 | indirect |
| PyPI | uvicorn | — | indirect |
| PyPI | uvicorn | 0.35.0 | indirect |
| PyPI | vercel | 0.5.6 | indirect |
| PyPI | vercel-workers | 0.0.16 | indirect |
| PyPI | watchdog | 6.0.0 | indirect |
| PyPI | watchfiles | 1.1.1 | indirect |
| PyPI | wcmatch | 10.1 | indirect |
| PyPI | wrapt | 1.17.3 | indirect |
| PyPI | yarl | 1.20.1 | indirect |
| PyPI | zipp | 3.23.0 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"agents",
"ai",
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
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}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 v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.