Public recordGood
Software health reportschema 0.17.0 · metrics 1.13.0 · 2026-07-21 05:14 UTC
michelangelo-ai / michelangelo
Michelangelo AI: Uber's end-to-end machine learning platform.
michelangelo-ai/michelangelo holds a health index of 76 out of 100, placing it in the Good band. It scores highest on Vitality (95/100) and lowest on Security (52/100). It was last updated today. 3 contributors account for most of its recent work.
76
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.
76
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
MichelangeloOrganization
44 followers3 public repossince Oct 2024
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 |
|---|---|---|---|---|---|
| Go | github.com/michelangelo-ai/michelangelo | v0.5.0 | - | 9 | 0 days ago |
| PyPI | michelangelo | 0.5.0 | 1,825 | 28 | 0 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
95
Development activity
99Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 34.6/36 | Commit cadence — 50/52 weeks with commits |
| 18/18 | Commit volume — 894 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 894 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 50 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 9 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~3 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 9 |
| latest_release_tag | v0.5.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 3 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
62
Popularity & adoption
42At risk
How it's scored
| 28.1/60 | Stars — 55 stars |
| 8/25 | Forks — 10 forks |
| 6.4/15 | Watchers — 15 watchers |
Inputs used
| forks | 10 |
| stars | 55 |
| watchers | 15 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | below_threshold |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Ecosystem adoption (downloads)
54Moderate
How it's scored
| 43.5/80 | Monthly downloads — 1,825 downloads/month across go, pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | github.com/michelangelo-ai/michelangelo, michelangelo |
| dependents | — |
| ecosystems | go, pypi |
| total_downloads | — |
| monthly_downloads | 1,825 |
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?
73
How it's scored
| 36/54 | Bus factor — 3 contributor(s) cover half of all commits |
| 16.7/22.5 | Commit distribution — top contributor authored 26% of commits |
| 13.5/13.5 | Contributor breadth — 37 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations |
Inputs used
| bus_factor | 3 |
| contributors_sampled | 37 |
| top_contributor_share | 0.257 |
How it's scored
| 22.5/46.8 | Issue resolution — 48% of issues closed |
| 33.7/38.3 | PR acceptance — 1,083/1,231 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 1,083 |
| open_issues | 145 |
| closed_issues | 135 |
| issue_closed_ratio | 0.482 |
| closed_unmerged_prs | 148 |
Ownership & stewardship
50Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 11.9/25 | Owner reach — 44 followers of michelangelo-ai |
| 7.9/25 | Track record — 3 public repos, account ~1 yr old |
Inputs used
| followers | 44 |
| owner_type | Organization |
| is_verified | — |
| owner_login | michelangelo-ai |
| public_repos | 3 |
| account_age_days | 636 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 2 package(s) on go, pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 28 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/michelangelo-ai/michelangelo, michelangelo |
| ecosystems | go, pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
88
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 26 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml, eslint.config.js |
| 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
80Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://michelangelo-ai.org/ |
| 10/10 | Repository description |
| 0/10 | Topics |
| 0/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | no |
| homepage | https://michelangelo-ai.org/ |
| 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?
52
Security posture
52Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0.5/2.5 | CII-Best-Practices — badge detected: InProgress |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 5 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 281 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.2 |
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.
76
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — javascript/CLAUDE.md, javascript/packages/core/CLAUDE.md, website/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 | javascript/CLAUDE.md, javascript/packages/core/CLAUDE.md, website/CLAUDE.md |
| agent_instruction_max_bytes | 1,500 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
66Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml, eslint.config.js |
| 11/11 | Static type checking — javascript/packages/core/tsconfig.json, javascript/packages/rpc/tsconfig.json, javascript/tsconfig.json, website/tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum, poetry.lock, yarn.lock |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | javascript/packages/core/tsconfig.json, javascript/packages/rpc/tsconfig.json, javascript/tsconfig.json, website/tsconfig.json |
| 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.
Code legibility for models
98Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 53.2/55 | Manageable file sizes — 67/2,048 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 591,358 |
| source_files_sampled | 2,048 |
| oversized_source_files | 67 |
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — proto/api/conditions.proto, proto/api/list.proto, proto/api/options.proto, proto/api/typed_struct.proto, proto/api/v2/cached_output.proto, proto/api/v2/cached_output_svc.proto, proto/api/v2/chart.proto, proto/api/v2/cluster.proto, proto/api/v2/cluster_svc.proto, proto/api/v2/deployment.proto, proto/api/v2/deployment_svc.proto, proto/api/v2/evaluation_report.proto, proto/api/v2/evaluation_report_svc.proto, proto/api/v2/git.proto, proto/api/v2/groupversion_info.proto, proto/api/v2/inference_server.proto, proto/api/v2/inference_server_svc.proto, proto/api/v2/job.proto, proto/api/v2/kubernetes.proto, proto/api/v2/model.proto, proto/api/v2/model_family.proto, proto/api/v2/model_family_svc.proto, proto/api/v2/model_svc.proto, proto/api/v2/notification.proto, proto/api/v2/parameter.proto, proto/api/v2/pipeline.proto, proto/api/v2/pipeline_run.proto, proto/api/v2/pipeline_run_svc.proto, proto/api/v2/pipeline_svc.proto, proto/api/v2/pod.proto, proto/api/v2/project.proto, proto/api/v2/project_svc.proto, proto/api/v2/ray_cluster.proto, proto/api/v2/ray_cluster_svc.proto, proto/api/v2/ray_job.proto, proto/api/v2/ray_job_svc.proto, proto/api/v2/revision.proto, proto/api/v2/revision_svc.proto, proto/api/v2/schema.proto, proto/api/v2/spark_job.proto, proto/api/v2/spark_job_svc.proto, proto/api/v2/time.proto, proto/api/v2/trigger_run.proto, proto/api/v2/trigger_run_svc.proto, proto/api/v2/user.proto, proto/test/api/v2alpha1/git.proto, proto/test/api/v2alpha1/groupversion_info.proto, proto/test/api/v2alpha1/project.proto, proto/test/extpackage/enum_ut.proto, proto/test/kubeproto/conversion/v1/groupversion_info.proto, proto/test/kubeproto/conversion/v1/testobject.proto, proto/test/kubeproto/conversion/v2/groupversion_info.proto, proto/test/kubeproto/conversion/v2/testobject.proto, proto/test/kubeproto/crd_info_ut.proto, proto/test/kubeproto/gogoproto_ut.proto, proto/test/kubeproto/groupversion_info_ut.proto, proto/test/kubeproto/indexing.proto, proto/test/kubeproto/indexing_errors/indexing_errors.proto, proto/test/kubeproto/project_ut.proto, proto/test/kubeproto/testobject.proto, proto/test/kubeproto/validation_ut.proto |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | proto/api/conditions.proto, proto/api/list.proto, proto/api/options.proto, proto/api/typed_struct.proto, proto/api/v2/cached_output.proto, proto/api/v2/cached_output_svc.proto, proto/api/v2/chart.proto, proto/api/v2/cluster.proto, proto/api/v2/cluster_svc.proto, proto/api/v2/deployment.proto, proto/api/v2/deployment_svc.proto, proto/api/v2/evaluation_report.proto, proto/api/v2/evaluation_report_svc.proto, proto/api/v2/git.proto, proto/api/v2/groupversion_info.proto, proto/api/v2/inference_server.proto, proto/api/v2/inference_server_svc.proto, proto/api/v2/job.proto, proto/api/v2/kubernetes.proto, proto/api/v2/model.proto, proto/api/v2/model_family.proto, proto/api/v2/model_family_svc.proto, proto/api/v2/model_svc.proto, proto/api/v2/notification.proto, proto/api/v2/parameter.proto, proto/api/v2/pipeline.proto, proto/api/v2/pipeline_run.proto, proto/api/v2/pipeline_run_svc.proto, proto/api/v2/pipeline_svc.proto, proto/api/v2/pod.proto, proto/api/v2/project.proto, proto/api/v2/project_svc.proto, proto/api/v2/ray_cluster.proto, proto/api/v2/ray_cluster_svc.proto, proto/api/v2/ray_job.proto, proto/api/v2/ray_job_svc.proto, proto/api/v2/revision.proto, proto/api/v2/revision_svc.proto, proto/api/v2/schema.proto, proto/api/v2/spark_job.proto, proto/api/v2/spark_job_svc.proto, proto/api/v2/time.proto, proto/api/v2/trigger_run.proto, proto/api/v2/trigger_run_svc.proto, proto/api/v2/user.proto, proto/test/api/v2alpha1/git.proto, proto/test/api/v2alpha1/groupversion_info.proto, proto/test/api/v2alpha1/project.proto, proto/test/extpackage/enum_ut.proto, proto/test/kubeproto/conversion/v1/groupversion_info.proto, proto/test/kubeproto/conversion/v1/testobject.proto, proto/test/kubeproto/conversion/v2/groupversion_info.proto, proto/test/kubeproto/conversion/v2/testobject.proto, proto/test/kubeproto/crd_info_ut.proto, proto/test/kubeproto/gogoproto_ut.proto, proto/test/kubeproto/groupversion_info_ut.proto, proto/test/kubeproto/indexing.proto, proto/test/kubeproto/indexing_errors/indexing_errors.proto, proto/test/kubeproto/project_ut.proto, proto/test/kubeproto/testobject.proto, proto/test/kubeproto/validation_ut.proto |
Key facts
55GitHub stars
37contributors
894commits, last 12 months
0days since last push
9releases
3bus factor
145open issues
Go, npm, PyPIpackage ecosystems
Data collection warnings
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:michelangelo@0.5.0; advisories assessed against the repository dependency graph instead
More detail
Star and fork history 55 ★ / 0 ⇿
55Stars
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Each point covers 2 days.
OpenSSF Scorecard 5.2 / 10
5.2aggregate
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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 2 | CII-Best-Practices | badge detected: InProgress |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 5 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 281 existing vulnerabilities detected |
Direct dependencies 111
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/cadence-workflow/starlark-worker | v1.0.15 | go/go.mod |
| Go | github.com/cenkalti/backoff | v2.2.1+incompatible | go/go.mod |
| Go | github.com/dave/dst | v0.27.3 | go/go.mod |
| Go | github.com/go-logr/logr | v1.4.2 | go/go.mod |
| Go | github.com/go-logr/zapr | v1.3.0 | go/go.mod |
| Go | github.com/go-sql-driver/mysql | v1.9.3 | go/go.mod |
| Go | github.com/gobuffalo/flect | v1.0.3 | go/go.mod |
| Go | github.com/gogo/protobuf | v1.3.2 | go/go.mod |
| Go | github.com/gogo/status | v1.1.0 | go/go.mod |
| Go | github.com/golang/mock | v1.7.0-rc.1 | go/go.mod |
| Go | github.com/golang/protobuf | v1.5.4 | go/go.mod |
| Go | github.com/google/go-cmp | v0.7.0 | go/go.mod |
| Go | github.com/google/uuid | v1.6.0 | go/go.mod |
| Go | github.com/json-iterator/go | v1.1.12 | go/go.mod |
| Go | github.com/michelangelo-ai/michelangelo/proto-go | v0.0.0-00010101000000-000000000000 | go/go.mod |
| Go | github.com/minio/minio-go/v7 | v7.0.86 | go/go.mod |
| Go | github.com/prometheus/client_golang | v1.22.0 | go/go.mod |
| Go | github.com/r3labs/diff/v3 | v3.0.1 | go/go.mod |
| Go | github.com/ray-project/kuberay/ray-operator | v1.2.2 | go/go.mod |
| Go | github.com/robfig/cron | v1.2.0 | go/go.mod |
| Go | github.com/stretchr/testify | v1.10.0 | go/go.mod |
| Go | github.com/tidwall/gjson | v1.18.0 | go/go.mod |
| Go | github.com/tidwall/sjson | v1.2.5 | go/go.mod |
| Go | github.com/uber-go/tally | v3.5.10+incompatible | go/go.mod |
| Go | github.com/uber-go/tally/v4 | v4.1.1 | go/go.mod |
| Go | go.starlark.net | v0.0.0-20250128212104-d908c3ead437 | go/go.mod |
| Go | go.temporal.io/api | v1.49.1 | go/go.mod |
| Go | go.temporal.io/sdk | v1.35.0 | go/go.mod |
| Go | go.temporal.io/sdk/contrib/tally | v0.2.0 | go/go.mod |
| Go | go.uber.org/cadence | v1.3.1-rc.11 | go/go.mod |
| Go | go.uber.org/config | v1.4.0 | go/go.mod |
| Go | go.uber.org/fx | v1.22.0 | go/go.mod |
| Go | go.uber.org/yarpc | v1.80.0 | go/go.mod |
| Go | go.uber.org/zap | v1.27.0 | go/go.mod |
| Go | golang.org/x/tools | v0.26.0 | go/go.mod |
| Go | google.golang.org/genproto | v0.0.0-20240123012728-ef4313101c80 | go/go.mod |
| Go | google.golang.org/grpc | v1.71.0 | go/go.mod |
| Go | google.golang.org/protobuf | v1.36.6 | go/go.mod |
| Go | k8s.io/api | v0.31.14 | go/go.mod |
| Go | k8s.io/apiextensions-apiserver | v0.31.14 | go/go.mod |
| Go | k8s.io/apimachinery | v0.31.14 | go/go.mod |
| Go | k8s.io/apiserver | v0.31.14 | go/go.mod |
| Go | k8s.io/client-go | v0.31.14 | go/go.mod |
| Go | k8s.io/utils | v0.0.0-20251002143259-bc988d571ff4 | go/go.mod |
| Go | sigs.k8s.io/controller-runtime | v0.19.2 | go/go.mod |
| Go | sigs.k8s.io/yaml | v1.4.0 | go/go.mod |
| Go | github.com/gogo/protobuf | v1.3.2 | proto-go/go.mod |
| Go | github.com/google/uuid | v1.6.0 | proto-go/go.mod |
| Go | github.com/michelangelo-ai/michelangelo/go | v0.0.0-00010101000000-000000000000 | proto-go/go.mod |
| Go | github.com/uber-go/tally | v3.5.10+incompatible | proto-go/go.mod |
| Go | go.uber.org/fx | v1.22.0 | proto-go/go.mod |
| Go | go.uber.org/yarpc | v1.80.0 | proto-go/go.mod |
| Go | google.golang.org/grpc | v1.71.0 | proto-go/go.mod |
| Go | k8s.io/api | v0.31.14 | proto-go/go.mod |
| Go | k8s.io/apimachinery | v0.31.14 | proto-go/go.mod |
| Go | sigs.k8s.io/controller-runtime | v0.19.2 | proto-go/go.mod |
| PyPI | fsspec | >=2023.10.0 | python/pyproject.toml |
| PyPI | grpcio | >=1.66.1 | python/pyproject.toml |
| PyPI | grpcio-reflection | >=1.66.1 | python/pyproject.toml |
| PyPI | onnx | ^1.16.1 | python/pyproject.toml |
| PyPI | onnxruntime | >=1.19.0,<1.20.0 | python/pyproject.toml |
| PyPI | onnxscript | >=0.1.0,<1.0.0 | python/pyproject.toml |
| PyPI | pytorch_lightning | >=2.2.0,<3.0.0 | python/pyproject.toml |
| PyPI | protobuf | >=5.27.1 | python/pyproject.toml |
| PyPI | pydantic | >=2.10.6 | python/pyproject.toml |
| PyPI | pyspark | 3.5.5 | python/pyproject.toml |
| PyPI | typing-extensions | >=4.12.2 | python/pyproject.toml |
| PyPI | pyyaml | ^6.0.1 | python/pyproject.toml |
| PyPI | GitPython | >=3.1.44 | python/pyproject.toml |
| PyPI | tomli | ^2.0.1 | python/pyproject.toml |
| PyPI | chronon-ai | 0.0.109 | python/pyproject.toml |
| PyPI | thrift | 0.13.0 | python/pyproject.toml |
| PyPI | sqlglot | ^27.29.0 | python/pyproject.toml |
| PyPI | ray | — | python/pyproject.toml |
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"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 62,
"weight": 0.18,
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{
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"note": null,
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"count": 55
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}
],
"max_points": 60
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{
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"name": "Forks",
"detail": "10 forks",
"points": 8,
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"details": [
{
"code": "forks",
"params": {
"count": 10
}
}
],
"max_points": 25
},
{
"key": "watchers",
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"detail": "15 watchers",
"points": 6.4,
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}
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]
},
{
"key": "community_health",
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"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
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"has_pull_request_template": true
},
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{
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"status": "met",
"details": [],
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},
{
"key": "license",
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"detail": "recognized license (Apache-2.0)",
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"status": "met",
"details": [
{
"code": "license_standard",
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},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
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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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"michelangelo"
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"components": [
{
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{
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"count": 1825,
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}
],
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{
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]
}
],
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},
{
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"name": "Sustainability & Governance",
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{
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"components": [
{
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}
],
"max_points": 54
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{
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"status": "partial",
"details": [
{
"code": "top_contributor_share",
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}
],
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{
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{
"key": "openssf_scorecard_contributors",
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"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"note": null,
"notes": [],
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"issue_closed_ratio": 0.482,
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"components": [
{
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"details": [
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"code": "issues_closed_share",
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"share": 48
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
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"points": 33.7,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
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"status": "met",
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]
},
{
"key": "stewardship",
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"note": null,
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"components": [
{
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{
"code": "owner_organization",
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}
],
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{
"key": "verified_domain",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "owner_reach",
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"status": "partial",
"details": [
{
"code": "owner_followers",
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"login": "michelangelo-ai"
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}
],
"max_points": 25
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{
"key": "track_record",
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"points": 7.9,
"status": "partial",
"details": [
{
"code": "public_repos",
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"count": 3
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},
{
"code": "account_age_years",
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}
],
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
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"components": [
{
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}
],
"max_points": 25
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{
"key": "publish_recency",
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"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
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"days": 0
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}
],
"max_points": 35
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{
"key": "version_history",
"name": "Version history",
"detail": "28 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 28
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}
],
"max_points": 20
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{
"key": "not_deprecated",
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{
"code": "package_not_deprecated",
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}
],
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]
}
],
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},
{
"key": "engineering",
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"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
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"name": "CI workflows",
"detail": "26 workflow(s)",
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"details": [
{
"code": "ci_workflows",
"params": {
"count": 26
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".golangci.yml, eslint.config.js",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
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],
"max_points": 16
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{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
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"points": 9.6,
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"details": [],
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{
"key": "editorconfig",
"name": ".editorconfig",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 80,
"inputs": {
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"has_docs_dir": true,
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"components": [
{
"key": "readme",
"name": "README",
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"details": [],
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{
"key": "documentation_directory",
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"details": [],
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{
"key": "documentation_homepage_site",
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{
"key": "repository_description",
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{
"key": "topics",
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"points": 0,
"status": "missed",
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{
"key": "wiki",
"name": "Wiki",
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"points": 0,
"status": "missed",
"details": [],
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]
}
],
"description": "Are baseline engineering and documentation practices in place?"
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{
"key": "security",
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"name": "Security",
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"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"note": null,
"notes": [],
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"inputs": {
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"checks_inconclusive": 0,
"scorecard_aggregate": 5.2
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"components": [
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"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
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{
"key": "branch_protection",
"name": "Branch-Protection",
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"points": 3.8,
"status": "partial",
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{
"key": "ci_tests",
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "badge detected: InProgress",
"points": 0.5,
"status": "partial",
"details": [],
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{
"key": "code_review",
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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",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
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"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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},
{
"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": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "281 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
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"notes": [
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"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 3
},
"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": "good",
"name": "AI Readiness",
"value": 76,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"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": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
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"website/CLAUDE.md"
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"agent_instruction_max_bytes": 1500
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"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "javascript/CLAUDE.md, javascript/packages/core/CLAUDE.md, website/CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
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}
],
"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": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 66,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"has_dockerfile": true,
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"has_linter_config": true,
"typecheck_configs": [
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"javascript/packages/rpc/tsconfig.json",
"javascript/tsconfig.json",
"website/tsconfig.json"
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"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
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},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yml, eslint.config.js",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml, eslint.config.js"
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],
"max_points": 11
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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."
}
],
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},
"warnings": [
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],
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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 v0.17.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go, PyPI.