Public recordGood
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 20:06 UTC
acts-project / acts
Experiment-independent toolkit for (charged) particle track reconstruction in (high energy) physics experiments implemented in modern C++
acts-project/acts holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Vitality (99/100) and lowest on Security (33/100). It was last updated today. 3 contributors account for most of its recent work.
77
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.
77
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
ActsOrganization
28 followers43 public repossince Mar 2019
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 | Tags |
|---|---|---|---|---|---|---|
| PyPI | codegenpoints to another repo — not scored | 0.57.0 | 3,820 | 231 | 296 days ago | code-generationcodebasecodebase-analysiscodebase-manipulationcodebase-transformationcodegenrefactoring |
| PyPI | pyacts | 47.0.0 | 945 | 10 | 2 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 — 1,022 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | 1,022 |
| 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 3 days ago |
| 27/27 | Release cadence — a release every ~11.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | v47.0.0 |
| releases_from_tags | no |
| days_since_latest_release | 3 |
| mean_days_between_releases | 11.4 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
72
Popularity & adoption
60Moderate
How it's scored
| 34/60 | Stars — 126 stars |
| 20.2/25 | Forks — 264 forks |
| 5.3/15 | Watchers — 10 watchers |
Inputs used
| forks | 264 |
| stars | 126 |
| watchers | 10 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
100Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MPL-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 7.2/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | yes |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Ecosystem adoption (downloads)
50Moderate
How it's scored
| 39.7/80 | Monthly downloads — 945 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | pyacts |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 945 |
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?
80
How it's scored
| 36/54 | Bus factor — 3 contributor(s) cover half of all commits |
| 16.8/22.5 | Commit distribution — top contributor authored 26% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 3 |
| contributors_sampled | 100 |
| top_contributor_share | 0.255 |
Issue & PR responsiveness
86Excellent
How it's scored
| 39.4/46.8 | Issue resolution — 84% of issues closed |
| 33.8/38.3 | PR acceptance — 4,379/4,953 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — no data |
Inputs used
| merged_prs | 4,379 |
| open_issues | 101 |
| closed_issues | 537 |
| issue_closed_ratio | 0.842 |
| closed_unmerged_prs | 574 |
Ownership & stewardship
64Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 10.5/25 | Owner reach — 28 followers of acts-project |
| 24/25 | Track record — 43 public repos, account ~7 yr old |
Inputs used
| followers | 28 |
| owner_type | Organization |
| is_verified | — |
| owner_login | acts-project |
| public_repos | 43 |
| account_age_days | 2,683 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 2 days ago |
| 20/20 | Version history — 10 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | pyacts |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 2 |
Engineering Quality
Are baseline engineering and documentation practices in place?
91
Engineering practices
92Excellent
How it's scored
| 24/24 | CI workflows — 18 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
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://acts-project.github.io |
| 10/10 | Repository description |
| 10/10 | Topics — 4 topics |
| 0/10 | Wiki |
Inputs used
| topics | particle-track-reconstruction, reconstruction, physics-experiment, simulation |
| has_wiki | no |
| homepage | https://acts-project.github.io |
| 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?
33
Security posture
33At risk
How it's scored
| 0/30 | Security policy (SECURITY.md) |
| 25/25 | Dependabot config |
| 0/25 | Dependency lockfiles — published library — lockfiles are an application concern, not expected |
| 0/20 | CodeQL workflow |
Inputs used
| source | file_signals |
| lockfiles | uv.lock |
| manifests | codegen/pyproject.toml, codegen/requirements.txt, pyproject.toml |
| has_codeql_workflow | no |
| has_security_policy | no |
| has_dependabot_config | yes |
Excluded from scoring (no data or not applicable): Dependency lockfiles. 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.
60
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 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 | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
96Excellent
How it's scored
| 18/18 | One-command bootstrap — Traccc/extras/root_to_csv/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 11/11 | Static type checking — C++ (statically typed) |
| 10/10 | Reproducible environment — devcontainer, Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Traccc/extras/root_to_csv/Makefile |
| has_devcontainer | yes |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — C++ (statically typed) |
| 54.9/55 | Manageable file sizes — 8/3,702 source files over 60KB |
Inputs used
| primary_language | C++ |
| largest_source_bytes | 993,557 |
| source_files_sampled | 3,702 |
| oversized_source_files | 8 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
126GitHub stars
100contributors
1,022commits, last 12 months
0days since last push
100releases
3bus factor
101open issues
PyPIpackage ecosystems
Data collection warnings
- pypi package 'codegen' points at a different repository (https://github.com/codegen-sh/codegen-sdk); excluded from ecosystem scoring
- OpenSSF Scorecard did not return a usable result (Skipping github.com/acts-project/acts: run: RepoClient.LocalPath: error during tarballHandler.setup: internal error: handler.httpClient.Do: Get "https://codeload.github.com/acts-project/acts/legacy.tar.gz/refs/heads/main": internal error: innerTransport.RoundTrip: internal error: innerTransport.RoundTrip: error in HTTP: dial tcp: lookup codeload.github.com on 127.0.0.11:53: server misbehaving); skipping Scorecard checks
More detail
Direct dependencies 2
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | numpy | — | codegen/pyproject.toml |
| PyPI | sympy | — | codegen/pyproject.toml |
All dependencies 177
Full resolved dependency set from the GitHub dependency graph: 10 direct and 167 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | numpy | — | direct |
| PyPI | numpy | 2.0.0 | direct |
| PyPI | numpy | 2.0.2 | direct |
| PyPI | numpy | 2.3.1 | direct |
| PyPI | numpy | 2.3.2 | direct |
| PyPI | numpy | 2.3.3 | direct |
| PyPI | numpy | 2.4.1 | direct |
| PyPI | numpy | 2.5.1 | direct |
| PyPI | sympy | — | direct |
| PyPI | sympy | 1.14.0 | direct |
| PyPI | aiohappyeyeballs | 2.7.1 | indirect |
| PyPI | aiohttp | 3.14.1 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | alabaster | 0.7.16 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | appdirs | 1.4.4 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | awkward | 2.10.0 | indirect |
| PyPI | awkward-cpp | 54 | indirect |
| PyPI | babel | 2.18.0 | indirect |
| PyPI | black | 25.1.0 | indirect |
| PyPI | black | 25.12.0 | indirect |
| PyPI | black | 25.9.0 | indirect |
| PyPI | boost-histogram | 1.7.2 | indirect |
| PyPI | breathe | 4.36.0 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | click | 8.1.8 | indirect |
| PyPI | click | 8.2.1 | indirect |
| PyPI | click | 8.3.0 | indirect |
| PyPI | click | 8.3.1 | indirect |
| PyPI | click | 8.4.2 | indirect |
| PyPI | codereport | 0.4.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | contourpy | 1.3.0 | indirect |
| PyPI | contourpy | 1.3.2 | indirect |
| PyPI | contourpy | 1.3.3 | indirect |
| PyPI | cramjam | 2.11.0 | indirect |
| PyPI | cryptography | 49.0.0 | indirect |
| PyPI | cut-optimiser | 0.1.0 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | detray | 0.1.0 | indirect |
| PyPI | detray-sympy | 0.1.0 | indirect |
| PyPI | docutils | 0.21.2 | indirect |
| PyPI | execnet | 2.1.2 | indirect |
| PyPI | filelock | 3.29.5 | indirect |
| PyPI | fonttools | 4.55.6 | indirect |
| PyPI | fonttools | 4.59.0 | indirect |
| PyPI | fonttools | 4.61.1 | indirect |
| PyPI | fonttools | 4.63.0 | indirect |
| PyPI | frozenlist | 1.8.0 | indirect |
| PyPI | fs | 2.4.16 | indirect |
| PyPI | fsspec | 2026.6.0 | indirect |
| PyPI | gidgethub | 5.4.0 | indirect |
| PyPI | gitdb | 4.0.12 | indirect |
| PyPI | gitpython | 3.1.44 | indirect |
| PyPI | hatchling | — | indirect |
| PyPI | hist | 2.10.1 | indirect |
| PyPI | histoprint | 2.6.0 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | imagesize | 2.0.0 | indirect |
| PyPI | importlib-resources | 6.5.2 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | kiwisolver | 1.4.7 | indirect |
| PyPI | kiwisolver | 1.4.8 | indirect |
| PyPI | kiwisolver | 1.4.9 | indirect |
| PyPI | kiwisolver | 1.5.0 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | matplotlib | 3.10.3 | indirect |
| PyPI | matplotlib | 3.10.8 | indirect |
| PyPI | matplotlib | 3.11.0 | indirect |
| PyPI | matplotlib | 3.8.4 | indirect |
| PyPI | matplotlib | 3.9.4 | indirect |
| PyPI | mdit-py-plugins | 0.6.1 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mplhep | 1.3.1 | indirect |
| PyPI | mplhep-data | 0.1.0 | indirect |
| PyPI | mpmath | 1.3.0 | indirect |
| PyPI | multidict | 6.7.1 | indirect |
| PyPI | mypy-extensions | 1.0.0 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | myst-parser | 4.0.1 | indirect |
| PyPI | packaging | 24.2 | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | pandas | 2.2.2 | indirect |
| PyPI | pandas | 2.2.3 | indirect |
| PyPI | pandas | 2.3.1 | indirect |
| PyPI | pandas | 2.3.2 | indirect |
| PyPI | pandas | 2.3.3 | indirect |
| PyPI | pathspec | 0.12.1 | indirect |
| PyPI | pathspec | 1.0.3 | indirect |
| PyPI | pillow | 11.1.0 | indirect |
| PyPI | pillow | 11.3.0 | indirect |
| PyPI | pillow | 12.1.0 | indirect |
| PyPI | pillow | 12.3.0 | indirect |
| PyPI | platformdirs | 4.3.6 | indirect |
| PyPI | platformdirs | 4.3.8 | indirect |
| PyPI | platformdirs | 4.5.0 | indirect |
| PyPI | platformdirs | 4.5.1 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | propcache | 0.5.2 | indirect |
| PyPI | pyarrow | 24.0.0 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pydantic | 2.11.7 | indirect |
| PyPI | pydantic | 2.13.4 | indirect |
| PyPI | pydantic-core | 2.33.2 | indirect |
| PyPI | pydantic-core | 2.46.4 | indirect |
| PyPI | pygments | 2.19.2 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyhepmc | 2.16.1 | indirect |
| PyPI | pyjwt | 2.13.0 | indirect |
| PyPI | pyparsing | 3.2.1 | indirect |
| PyPI | pyparsing | 3.2.3 | indirect |
| PyPI | pyparsing | 3.3.1 | indirect |
| PyPI | pyparsing | 3.3.2 | indirect |
| PyPI | pyqt5 | 5.15.10 | indirect |
| PyPI | pyqt5-sip | 12.13.0 | indirect |
| PyPI | pytest | 9.0.2 | indirect |
| PyPI | pytest | 9.1.1 | indirect |
| PyPI | pytest-check | 2.8.0 | indirect |
| PyPI | pytest-repeat | 0.9.4 | indirect |
| PyPI | pytest-timeout | 2.4.0 | indirect |
| PyPI | pytest-xdist | 3.8.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-dotenv | 1.2.2 | indirect |
| PyPI | python-slugify | 6.1.2 | indirect |
| PyPI | pytokens | 0.2.0 | indirect |
| PyPI | pytokens | 0.3.0 | indirect |
| PyPI | pytz | 2024.2 | indirect |
| PyPI | pytz | 2025.2 | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | requests | 2.34.2 | indirect |
| PyPI | rich | 15.0.0 | indirect |
| PyPI | scipy | 1.13.1 | indirect |
| PyPI | scipy | 1.17.0 | indirect |
| PyPI | setuptools | 83.0.0 | indirect |
| PyPI | shellingham | 1.5.4 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | smmap | 5.0.2 | indirect |
| PyPI | snowballstemmer | 3.1.1 | indirect |
| PyPI | sphinx | 7.3.7 | indirect |
| PyPI | sphinx-rtd-theme | 3.1.0 | indirect |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirect |
| PyPI | sphinxcontrib-jquery | 4.1 | indirect |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirect |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirect |
| PyPI | text-unidecode | 1.3 | indirect |
| PyPI | toml | 0.10.2 | indirect |
| PyPI | tomli | 2.2.1 | indirect |
| PyPI | traccc-bench-tools | 0.0.1 | indirect |
| PyPI | traccc-event-trimmer | 0.1.0 | indirect |
| PyPI | traccc-physics-plots | 0.1.0 | indirect |
| PyPI | typer | 0.26.8 | indirect |
| PyPI | typing-extensions | 4.12.2 | indirect |
| PyPI | typing-extensions | 4.14.1 | indirect |
| PyPI | typing-extensions | 4.16.0 | indirect |
| PyPI | typing-inspection | 0.4.1 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | tzdata | 2025.1 | indirect |
| PyPI | tzdata | 2025.2 | indirect |
| PyPI | tzdata | 2025.3 | indirect |
| PyPI | uhi | 1.1.1 | indirect |
| PyPI | uproot | 5.7.5 | indirect |
| PyPI | uritemplate | 4.2.0 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | xxhash | 3.8.0 | indirect |
| PyPI | yarl | 1.24.2 | indirect |
| PyPI | zipp | 3.21.0 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"particle-track-reconstruction",
"reconstruction",
"physics-experiment",
"simulation"
],
"is_fork": false,
"size_kb": 197005,
"has_wiki": false,
"homepage": "https://acts-project.github.io",
"languages": {
"C": 59355,
"C++": 19123004,
"HIP": 25644,
"Cuda": 414044,
"CMake": 423669,
"Shell": 81115,
"Python": 1144819,
"Haskell": 4044,
"Makefile": 74,
"Dockerfile": 258,
"Linker Script": 957,
"Jupyter Notebook": 308988
},
"pushed_at": "2026-07-17T19:17:58Z",
"created_at": "2019-03-13T09:44:13Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T19:18:22Z",
"description": "Experiment-independent toolkit for (charged) particle track reconstruction in (high energy) physics experiments implemented in modern C++",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MPL-2.0",
"default_branch": "main",
"primary_language": "C++",
"significant_languages": [
"C++"
]
},
"owner": {
"blog": null,
"name": "Acts",
"type": "Organization",
"login": "acts-project",
"company": null,
"followers": 28,
"avatar_url": "https://avatars.githubusercontent.com/u/48513465?v=4",
"created_at": "2019-03-13T09:43:48Z",
"is_verified": null,
"public_repos": 43,
"account_age_days": 2683
},
"activity": {
"releases_count": 100,
"commits_last_year": 1022,
"latest_release_at": "2026-07-14T19:15:04Z",
"latest_release_tag": "v47.0.0",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 51,
"days_since_latest_release": 3,
"mean_days_between_releases": 11.4
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": true,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "codegen",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"code generation",
"codebase",
"codebase analysis",
"codebase manipulation",
"codebase transformation",
"codegen",
"refactoring",
"Development Status :: 4 - Beta",
"Environment :: Console",
"Environment :: MacOS X",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"License :: OSI Approved",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Software Development",
"Topic :: Software Development :: Code Generators",
"Topic :: Software Development :: Libraries",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": false,
"registry_url": "https://pypi.org/project/codegen/",
"is_deprecated": false,
"latest_version": "0.57.0",
"repository_url": "https://github.com/codegen-sh/codegen-sdk",
"versions_count": 231,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 3820,
"first_published_at": "2025-01-24T18:07:51.356212Z",
"latest_published_at": "2025-09-24T18:53:45.494308Z",
"latest_version_yanked": null,
"days_since_latest_publish": 296
},
{
"name": "pyacts",
"exists": true,
"license": "MPL-2.0",
"keywords": [],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/pyacts/",
"is_deprecated": false,
"latest_version": "47.0.0",
"repository_url": "https://github.com/acts-project/acts",
"versions_count": 10,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
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"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://acts-project.github.io",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "4 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 4
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 33,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"dependency_lockfiles"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 33,
"inputs": {
"source": "file_signals",
"lockfiles": [
"uv.lock"
],
"manifests": [
"codegen/pyproject.toml",
"codegen/requirements.txt",
"pyproject.toml"
],
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": true
},
"components": [
{
"key": "security_policy_security_md",
"name": "Security policy (SECURITY.md)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 30
},
{
"key": "dependabot_config",
"name": "Dependabot config",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "dependency_lockfiles",
"name": "Dependency lockfiles",
"detail": "published library — lockfiles are an application concern, not expected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "lockfiles_not_expected",
"params": {}
}
],
"max_points": 25
},
{
"key": "codeql_workflow",
"name": "CodeQL workflow",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"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"
],
"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"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",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 60,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 96,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Traccc/extras/root_to_csv/Makefile"
],
"has_devcontainer": true,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Traccc/extras/root_to_csv/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Traccc/extras/root_to_csv/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "C++ (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "devcontainer, Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "devcontainer, Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "C++",
"largest_source_bytes": 993557,
"source_files_sampled": 3702,
"oversized_source_files": 8
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "C++ (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "8/3702 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 3702,
"oversized": 8
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"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": [
"pypi package 'codegen' points at a different repository (https://github.com/codegen-sh/codegen-sdk); excluded from ecosystem scoring",
"OpenSSF Scorecard did not return a usable result (Skipping github.com/acts-project/acts: run: RepoClient.LocalPath: error during tarballHandler.setup: internal error: handler.httpClient.Do: Get \"https://codeload.github.com/acts-project/acts/legacy.tar.gz/refs/heads/main\": internal error: innerTransport.RoundTrip: internal error: innerTransport.RoundTrip: error in HTTP: dial tcp: lookup codeload.github.com on 127.0.0.11:53: server misbehaving); skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-17T20:06:44.166037Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/acts-project/acts.svg",
"full_name": "acts-project/acts",
"license_state": "standard",
"license_spdx": "MPL-2.0"
}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.