Public record
Software health reportschema 0.31.0 · metrics 2.5.0 · 2026-08-05 07:40 UTC

dsherret / gagen

Generate complex GitHub Actions YAML files using a declarative API.

TypeScriptMIT★ 147 stars⑂ 2 forkssince Feb 2026View on GitHub ↗

dsherret/gagen holds a health index of 54 out of 100, placing it in the Moderate band. It scores highest on Vitality (77/100) and lowest on AI Readiness (41/100). It was last updated 10 days ago. A single contributor accounts for most of its recent work.

54
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

54
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

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

The weighted overall 53 is calibrated to 54 on the published index scale (record calibration 2026-08-02).

Ownership

David SherretPersonal account
2,115 followers180 public repossince Apr 2012

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

Metrics by category

Vitality

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

77Good · 21% of overall
How it's scored
28.8/36Push recency — last push 10 days ago
5.5/36Commit cadence — 8/52 weeks with commits
17.7/18Commit volume — 93 commits in the last year
10/10OpenSSF Scorecard: Maintained — 15 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year93
human_commit_share1
days_since_last_push10
active_weeks_last_year8

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 33 releases published
36/36Release recency — latest release 11 days ago
27/27Release cadence — a release every ~17.3 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count33
latest_release_tag0.6.0
releases_from_tagsno
days_since_latest_release11
mean_days_between_releases17.3
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?

42Weak · 17% of overall
How it's scored
35.1/60Stars — 147 stars
0/25Forks — 2 forks
0/15Watchers — 1 watchers
Inputs used
forks2
stars147
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges1
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Sustainability & Governance

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

55Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.2/22.5Commit distribution — top contributor authored 99% of commits
2.7/13.5Contributor breadth — 2 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.989
How it's scored
42/42Issue resolution — 100% of issues closed
30/30PR acceptance — 43/43 decided PRs merged
13/13Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — Found 1/22 approved changesets -- score normalized to 0
Inputs used
merged_prs43
open_issues0
closed_issues5
prs_merged_7d0
prs_decided_7d0
prs_merged_30d4
prs_decided_30d4
issue_closed_ratio1
closed_unmerged_prs0
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
23.9/25Owner reach — 2,115 followers of dsherret
25/25Track record — 180 public repos, account ~14 yr old
Inputs used
followers2,115
owner_typeUser
is_verified
owner_logindsherret
public_repos180
account_age_days5,236
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

41Weak · 19% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 17 out of 18 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics
has_wikino
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

49Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.2/2.5CI-Tests — 17 out of 18 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/22 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 15 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.9
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

41Weak · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 91 of 93 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.978
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
11/11Static type checking — TypeScript (statically typed)
0/10Reproducible environment
0/10Demonstrated agent practice — no agent-authored commits among the last 93
0/8Automated maintenance — no automated dependency updates observed
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsno
lockfiles
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
51.8/55Manageable file sizes — 1/17 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes161,717
source_files_sampled17
oversized_source_files1

Key facts

147GitHub stars
2contributors
93commits, last 12 months
10days since last push
33releases
1bus factor
0open issues
package ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

Star and fork history 0 ★ / 2 ⇿
0Stars
2Forks
3Releases

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.

111222212026-042026-052026-07
Major 0Minor 2Patch 1
OpenSSF Scorecard 4.9 / 10
4.9aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-05 07:40 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
9CI-Tests17 out of 18 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/22 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained15 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
All dependencies not collected

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

Raw JSON report machine-readable
{
  "data": {
    "icon": {
      "bytes": 13481,
      "width": 256,
      "height": 256,
      "rejected": [
        {
          "url": "https://jsr.io/badges/@david/gagen",
          "reason": "too small (74.9981x20)",
          "source_type": "readme"
        }
      ],
      "collected": true,
      "media_type": "image/jpeg",
      "source_url": "https://avatars.githubusercontent.com/u/1609021?v=4&s=256",
      "source_type": "avatar",
      "content_hash": "e99428e4c86c813732d1989221550b4a28aba41181e082e65013bc4dd4124b06",
      "candidates_considered": 2
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    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 207,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "TypeScript": 442463
      },
      "pushed_at": "2026-07-25T14:31:35Z",
      "created_at": "2026-02-08T01:32:24Z",
      "owner_type": "User",
      "updated_at": "2026-07-28T14:48:28Z",
      "description": "Generate complex GitHub Actions YAML files using a declarative API.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "TypeScript",
      "significant_languages": [
        "TypeScript"
      ]
    },
    "owner": {
      "blog": "https://dsherret.dev",
      "name": "David Sherret",
      "type": "User",
      "login": "dsherret",
      "company": null,
      "location": "Toronto, Canada",
      "followers": 2115,
      "avatar_url": "https://avatars.githubusercontent.com/u/1609021?v=4",
      "created_at": "2012-04-03T17:13:35Z",
      "is_verified": null,
      "public_repos": 180,
      "account_age_days": 5236
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "0.6.0",
          "kind": "minor",
          "published_at": "2026-07-24T19:44:14Z"
        },
        {
          "tag": "0.5.1",
          "kind": "patch",
          "published_at": "2026-06-29T15:49:22Z"
        },
        {
          "tag": "0.5.0",
          "kind": "minor",
          "published_at": "2026-04-23T18:08:10Z"
        },
        {
          "tag": "0.4.0",
          "kind": "minor",
          "published_at": "2026-04-05T15:01:02Z"
        },
        {
          "tag": "0.3.4",
          "kind": "patch",
          "published_at": "2026-04-03T14:29:16Z"
        },
        {
          "tag": "0.3.3",
          "kind": "patch",
          "published_at": "2026-04-03T13:04:18Z"
        },
        {
          "tag": "0.3.2",
          "kind": "patch",
          "published_at": "2026-03-31T21:27:59Z"
        },
        {
          "tag": "0.3.1",
          "kind": "patch",
          "published_at": "2026-03-31T14:37:40Z"
        },
        {
          "tag": "0.3.0",
          "kind": "minor",
          "published_at": "2026-03-30T16:01:41Z"
        },
        {
          "tag": "0.2.18",
          "kind": "patch",
          "published_at": "2026-02-18T16:54:57Z"
        },
        {
          "tag": "0.2.17",
          "kind": "patch",
          "published_at": "2026-02-18T16:25:42Z"
        },
        {
          "tag": "0.2.16",
          "kind": "patch",
          "published_at": "2026-02-14T20:09:05Z"
        },
        {
          "tag": "0.2.15",
          "kind": "patch",
          "published_at": "2026-02-14T00:46:09Z"
        },
        {
          "tag": "0.2.13",
          "kind": "patch",
          "published_at": "2026-02-13T21:34:13Z"
        },
        {
          "tag": "0.2.12",
          "kind": "patch",
          "published_at": "2026-02-13T17:51:55Z"
        },
        {
          "tag": "0.2.11",
          "kind": "patch",
          "published_at": "2026-02-13T16:14:12Z"
        },
        {
          "tag": "0.2.10",
          "kind": "patch",
          "published_at": "2026-02-13T04:45:17Z"
        },
        {
          "tag": "0.2.9",
          "kind": "patch",
          "published_at": "2026-02-13T04:27:11Z"
        },
        {
          "tag": "0.2.8",
          "kind": "patch",
          "published_at": "2026-02-13T04:23:25Z"
        },
        {
          "tag": "0.2.7",
          "kind": "patch",
          "published_at": "2026-02-12T16:55:55Z"
        },
        {
          "tag": "0.2.6",
          "kind": "patch",
          "published_at": "2026-02-12T16:44:59Z"
        },
        {
          "tag": "0.2.4",
          "kind": "patch",
          "published_at": "2026-02-11T21:10:18Z"
        },
        {
          "tag": "0.2.3",
          "kind": "patch",
          "published_at": "2026-02-11T18:53:21Z"
        },
        {
          "tag": "0.2.2",
          "kind": "patch",
          "published_at": "2026-02-11T04:11:56Z"
        },
        {
          "tag": "0.2.1",
          "kind": "patch",
          "published_at": "2026-02-11T03:16:58Z"
        },
        {
          "tag": "0.2.0",
          "kind": "minor",
          "published_at": "2026-02-11T03:02:39Z"
        },
        {
          "tag": "0.1.2",
          "kind": "patch",
          "published_at": "2026-02-11T01:19:09Z"
        },
        {
          "tag": "0.1.1",
          "kind": "patch",
          "published_at": "2026-02-10T00:35:24Z"
        },
        {
          "tag": "0.1.0",
          "kind": "minor",
          "published_at": "2026-02-09T23:54:46Z"
        },
        {
          "tag": "0.0.4",
          "kind": "patch",
          "published_at": "2026-02-09T23:26:18Z"
        },
        {
          "tag": "0.0.3",
          "kind": "patch",
          "published_at": "2026-02-09T23:24:52Z"
        },
        {
          "tag": "0.0.2",
          "kind": "patch",
          "published_at": "2026-02-09T22:31:51Z"
        },
        {
          "tag": "0.0.1",
          "kind": "patch",
          "published_at": "2026-02-09T21:11:29Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "dbab71253c67e31fe7859632fa44190ed40827bb",
          "body": null,
          "is_bot": false,
          "headline": "chore: fix lockfile (#48)",
          "author_name": "David Sherret",
          "author_login": "dsherret",
          "committed_at": "2026-07-25T14:31:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e966553f8aecdf0fcdbfaecf6996c80f075a457",
          "body": "Pins the ci runs to the v2.x release line so that a canary regression\ncannot break an otherwise green branch.",
          "is_bot": false,
          "headline": "ci: use stable deno instead of canary",
          "author_name": "David Sherret",
          "author_login": "dsherret",
          "committed_at": "2026-07-24T19:42:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dda17893c611327ca94f477b39cd230ad315c741",
          "body": "- add publish.exclude; the package was shipping roughly 100KB of test\n  files to both jsr and npm\n- default the npm build version to 0.0.0 rather than emitting a\n  package.json with no version field, which is what a non-tag ci run did\n- add `test` and `check` tasks, and run `deno check .` in ci, where it\n  was not running at all\n- document --update-pins, --help and the pinning limitations, and fix a\n  couple of README typos",
          "is_bot": false,
          "headline": "chore: exclude tests from the published package, run deno check in ci",
          "author_name": "David Sherret",
          "author_login": "dsherret",
          "committed_at": "2026-07-24T19:42:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4cbecab924cb95b58795f1092bea65299a2f507",
          "body": "pinYamlContent, parsePinComments, unpinParsedYaml, resolveRef,\ncollectActionVersions, pullVersionsInSource, PinEntry and VersionChange\nare implementation details of writeOrLint and the cli. They are\nundocumented, unreferenced by the README, and were added in one commit\nalongside two siblings in the \n[…]\nes the `defaults` field of two public config interfaces.\n\nBREAKING CHANGE: the pin functions and types listed above are no longer\npart of the public API. Nothing in the repo imported them from mod.ts.",
          "is_bot": false,
          "headline": "refactor(mod)!: stop exporting pin internals",
          "author_name": "David Sherret",
          "author_login": "dsherret",
          "committed_at": "2026-07-24T19:42:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91cd230d1191b40a1e7d88a3ecf3e0275b766bad",
          "body": "`gagen --lnit` regenerated and overwrote the workflow files and exited\n0 — the exact opposite of the intended lint. Unknown flags now fail, as\ndoes a run in which no script calls writeOrLint. Adds `--help`.",
          "is_bot": false,
          "headline": "fix(cli): reject unknown flags and exit non-zero when nothing runs",
          "author_name": "David Sherret",
          "author_login": "dsherret",
          "committed_at": "2026-07-24T19:42:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4dd7e3c1e2269df678e37adf254e61fba33014f",
          "body": "`isLinting` was a module-level const captured at import, so writeOrLint\nnever observed `--lint` set by a caller. Six existing lint tests never\nentered the lint branch and passed regardless of what it did. It now\nreads argv per call; the exported const is unchanged for compatibility.\n\n- throw when `n\n[…]\nects\n- reject unknown flags here too, so direct script invocation is covered\n- explain that the output file is missing rather than throwing a raw\n  ENOENT stack under --lint\n- omit an empty `defaults`",
          "is_bot": false,
          "headline": "fix(workflow): read --lint per call, validate needs and trigger filters",
          "author_name": "David Sherret",
          "author_login": "dsherret",
          "committed_at": "2026-07-24T19:42:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cbc780062c7b39448453cac0d406eb53cb8b18ff",
          "body": "…puts\n\nA job output referenced from `name`, `container`, `services`, `strategy`\nor the job's own outputs emitted `${{ needs.X.outputs.Y }}` with no\n`needs:` at all, which GitHub rejects. Sources are now collected from\nall of them, including a `defineMatrix` definition.\n\n- serialize expressions held \n[…]\n\n- validate job ids against GitHub's documented grammar\n- propagate conditions from composite members that carry them on a\n  StepRef rather than on the config\n- omit an empty `strategy` and `defaults`",
          "is_bot": false,
          "headline": "fix(job): infer needs from every config surface; validate ids and out…",
          "author_name": "David Sherret",
          "author_login": "dsherret",
          "committed_at": "2026-07-24T19:42:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3a43372ff8aa697c0102b10cf288bf21211e280a",
          "body": "Lint compared in the unpinned direction, so two refs resolving to the\nsame commit (`@v1` and `@v1.0.0`, common when a major tag tracks the\nlatest patch) collapsed onto one ref and `--lint` failed permanently —\nregenerating was byte-identical, so it never cleared. Comparing in the\npinned direction is\n[…]\nr, repo and ref are never shell-evaluated\n- reject `../` local actions and empty owner, repo or ref\n- replace the shared uses-line regex with an explicit parser, removing\n  the shared lastIndex hazard",
          "is_bot": false,
          "headline": "fix(pin): resolve lint deadlock, quoted scalars, and CRLF write path",
          "author_name": "David Sherret",
          "author_login": "dsherret",
          "committed_at": "2026-07-24T19:42:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c395f00a80c361251fc12eaa722ad201ba80499d",
          "body": "Plain config objects were re-instantiated on every use, so a config used\ntwice became two unrelated graph nodes: the step emitted twice, and\n`step.comesAfter(cfg)` silently added no ordering edge. Configs are now\nmemoized, including through the public `Step` constructor.\n\n- Artifact keeps every uplo\n[…]\no needs inference\n  can reach it\n- reject matrix keys that would shadow a Matrix member, and empty `wait`\n- add the artifact-metadata, code-quality, models and\n  vulnerability-alerts permission scopes",
          "is_bot": false,
          "headline": "fix(step): key the dependency graph on one Step per config object",
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            "notes": [],
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                "points": 22.5,
                "status": "met",
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                  {
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                "status": "missed",
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        "weight": 0.23,
        "metrics": [
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            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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                "status": "partial",
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                "key": "commit_distribution",
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
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              "prs_merged_7d": 0,
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                "key": "pr_acceptance",
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                "points": 0,
                "status": "missed",
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            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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            "inputs": {
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            "components": [
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                "details": [
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                    "code": "owner_personal",
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                "max_points": 30
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              {
                "key": "verified_domain",
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              {
                "key": "owner_reach",
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            "inputs": {
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                "key": "fuzzing",
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                "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": "15 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 2
            },
            "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": "weak",
        "name": "AI Readiness",
        "value": 41,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.978,
              "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": "91 of 93 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 91,
                      "sampled": 93
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 21,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "TypeScript (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 93",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 93
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 161717,
              "source_files_sampled": 17,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/17 source files over 60KB",
                "points": 51.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 17,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [],
      "labels": [],
      "scores": {},
      "primary": null,
      "evidence": [],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-05T07:40:34.245166Z",
  "schema_version": "0.31.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dsherret/gagen.svg",
  "full_name": "dsherret/gagen",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.5.0, schema v0.31.0 — full methodology · metrics wiki.

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