Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-24 22:15 UTC

Gentleman-Programming / gentle-ai

GoMIT★ 5,041 stars⑂ 602 forkssince Feb 2026View on GitHub ↗

Gentleman-Programming/gentle-ai holds a health index of 72 out of 100, placing it in the Good band. It scores highest on Community & Adoption (85/100) and lowest on Security (60/100). It was last updated today. A single contributor accounts for most of its recent work.

72
overall / 100
Good

Software 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.

72
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)
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.

Ownership

3,660 followers82 public repossince Jan 2022

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/gentleman-programming/gentle-aiv1.49.0-23313 days ago

Metrics by category

Vitality

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

83Good · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
14.5/36Commit cadence — 21/52 weeks with commits
18/18Commit volume — 1,331 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,331
human_commit_share1
days_since_last_push0
active_weeks_last_year21
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 3 days ago
27/27Release cadence — a release every ~0.8 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv2.1.11
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases0.8

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

85Excellent · 18% of overall
How it's scored
60/60Stars — 5,041 stars
23.2/25Forks — 602 forks
9.1/15Watchers — 44 watchers
Inputs used
forks602
stars5,041
watchers44
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateyes

Sustainability & Governance

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

65Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
3.4/22.5Commit distribution — top contributor authored 85% of commits
13.5/13.5Contributor breadth — 57 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled57
top_contributor_share0.85
How it's scored
35.1/46.8Issue resolution — 75% of issues closed
21.7/38.3PR acceptance — 379/669 decided PRs merged
6/15OpenSSF Scorecard: Code-Review — Found 6/15 approved changesets -- score normalized to 4
Inputs used
merged_prs379
open_issues261
closed_issues785
issue_closed_ratio0.75
closed_unmerged_prs290
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 3,660 followers of Gentleman-Programming
22.1/25Track record — 82 public repos, account ~4 yr old
Inputs used
followers3,660
owner_typeOrganization
is_verified
owner_loginGentleman-Programming
public_repos82
account_age_days1,662
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 13 days ago
20/20Version history — 233 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/gentleman-programming/gentle-ai
ecosystemsgo
any_deprecatedno
min_days_since_publish13

Engineering Quality

Are baseline engineering and documentation practices in place?

67Moderate · 20% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

65Moderate
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

60Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 6/15 approved changesets -- score normalized to 4
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6

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.

76Good · 0% of overall
How it's scored
45/45Agent instructions — AGENTS.md, docs/agents.md, internal/assets/gga/AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 92 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.92
agent_instruction_filesAGENTS.md, docs/agents.md, internal/assets/gga/AGENTS.md
agent_instruction_max_bytes26,886
How it's scored
12.6/18One-command bootstrap — go.mod (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
52.8/55Manageable file sizes — 25/624 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes289,738
source_files_sampled624
oversized_source_files25

Key facts

5,041GitHub stars
57contributors
1,331commits, last 12 months
0days since last push
100releases
1bus factor
261open issues
Go, npmpackage 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 ★ / 602 ⇿
0Stars
602Forks
100Releases

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.

0100200300400500600600132026-022026-052026-07
Major 1Minor 25Patch 73
OpenSSF Scorecard 6.0 / 10
6.0aggregate

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 · 2026-07-24 22:14 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests10 out of 10 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 6/15 approved changesets -- score normalized to 4
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Direct dependencies 9
RegistryPackageVersion constraintManifest
Gogithub.com/charmbracelet/bubblesv1.0.0go.mod
Gogithub.com/charmbracelet/bubbleteav1.3.10go.mod
Gogithub.com/charmbracelet/lipglossv1.1.0go.mod
Gogithub.com/jedisct1/go-minisignv0.0.0-20260527172527-a09352b57a22go.mod
Gogithub.com/mattn/go-isattyv0.0.20go.mod
Gogithub.com/rivo/unisegv0.4.7go.mod
Gogithub.com/santhosh-tekuri/jsonschema/v6v6.0.2go.mod
Gogolang.org/x/sysv0.45.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
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
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          "is_bot": false,
          "headline": "Merge pull request #1714 from Gentleman-Programming/fix/1705-common-d…",
          "author_name": "Alan Buscaglia",
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          "headline": "fix(review): bind Git common directory identity",
          "author_name": "Alan-TheGentleman",
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          "oid": "f23b4de97a524ad70e9468a5d814e86606a46364",
          "body": "In OpenCode settings (and derivative adapters such as Kilo Code), prompt paths\nfor SDD phases previously used absolute paths (/home/devel/.gentle-ai/...). This caused\nissues in containerized, remote, or multi-user environments where /home/devel differs.\n\nUpdated prompt reference injection to use rel\n[…]\nt file paths relative to\nthe agent settings file, and updated TestInjectKilocodeSubagentPromptsUseRelativePath\nto verify using SharedPromptFileRef for cross-platform path separator safety.\n\nFixes #723",
          "is_bot": false,
          "headline": "fix(opencode): use relative SDD prompt paths",
          "author_name": "Test User",
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        },
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          "oid": "48c428f7930373d38daed267f15caa46617e29ba",
          "body": "…-apply-context\n\nfix(sdd): restore Strict TDD and progress forwarding across providers",
          "is_bot": false,
          "headline": "Merge pull request #1708 from Gentleman-Programming/fix/1674-provider…",
          "author_name": "Alan Buscaglia",
          "author_login": "Alan-TheGentleman",
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          "headline": "fix(sdd): forward provider apply context",
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        },
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          "oid": "1f3fda46311030abb351ff81971d905b78d40cac",
          "body": "…ority-root\n\nfix(review): harden Git authority-root resolution",
          "is_bot": false,
          "headline": "Merge pull request #1706 from Gentleman-Programming/fix/1261-git-auth…",
          "author_name": "Alan Buscaglia",
          "author_login": "Alan-TheGentleman",
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          "body": null,
          "is_bot": false,
          "headline": "fix(review): harden Git authority root resolution",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T20:45:19Z",
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          "is_coding_agent": false
        },
        {
          "oid": "2f608ad12dc76ee507d19dfbbaae1da199ec5690",
          "body": "…-live-target\n\nfix(review): bind FINALIZE selection to the live frozen target",
          "is_bot": false,
          "headline": "Merge pull request #1701 from Gentleman-Programming/fix/1379-finalize…",
          "author_name": "Alan Buscaglia",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T20:14:00Z",
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          "headline": "fix(review): bind finalize to the live target",
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          "author_login": "Alan-TheGentleman",
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        },
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          "body": "…rification-retry\n\nfix(review): add one-shot final verification retry",
          "is_bot": false,
          "headline": "Merge pull request #1693 from Gentleman-Programming/fix/1554-final-ve…",
          "author_name": "Alan Buscaglia",
          "author_login": "Alan-TheGentleman",
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          "headline": "fix(review): harden final verification retry",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
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          "headline": "fix(review): add final verification retry boundary",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T17:25:56Z",
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          "is_coding_agent": false
        },
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          "body": "…provenance\n\nfix(review): require recovery for same-scope candidate changes",
          "is_bot": false,
          "headline": "Merge pull request #1591 from dnlrsls/fix/1476-review-start-recovery-…",
          "author_name": "Alan Buscaglia",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T16:30:17Z",
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          "headline": "test(review): cover approved start isolation",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T16:09:23Z",
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        },
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          "body": "…er/pr-1591",
          "is_bot": false,
          "headline": "Merge commit '3cc678d1fc8fc9ebe2d66bcbde79162e6a96164e' into maintain…",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T15:48:59Z",
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          "is_coding_agent": false
        },
        {
          "oid": "3cc678d1fc8fc9ebe2d66bcbde79162e6a96164e",
          "body": "…thority-repair",
          "is_bot": false,
          "headline": "Merge pull request #1684 from Gentleman-Programming/fix/classified-au…",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T15:47:19Z",
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        },
        {
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          "is_bot": false,
          "headline": "fix(review): harden classified authority repair",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T15:27:10Z",
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          "body": null,
          "is_bot": false,
          "headline": "fix(review): add classified authority repair",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T13:54:58Z",
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        },
        {
          "oid": "7140c656348bf977f78257e4fa60fdbae82a19b9",
          "body": null,
          "is_bot": false,
          "headline": "fix(review): classify status maintenance lock failures",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T12:58:10Z",
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        },
        {
          "oid": "d1eb52fd580ba1e2dccef3727fbaf990ab79fe74",
          "body": null,
          "is_bot": false,
          "headline": "fix(review): classify valid invalidated authority",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T12:51:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8881b60b01c7cbf80da072d95579fe66b3e3a63b",
          "body": "…y-projection\n\nfix(review): isolate status from terminal receipt history",
          "is_bot": false,
          "headline": "Merge pull request #1668 from Gentleman-Programming/fix/status-histor…",
          "author_name": "Alan Buscaglia",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T12:28:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "212938817e78d2216513c9cca0746f2410cafa21",
          "body": null,
          "is_bot": false,
          "headline": "fix(review): stabilize status authority projection",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T12:09:04Z",
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        },
        {
          "oid": "e424f5d87f979deabe7b691e8d179791ece0d885",
          "body": null,
          "is_bot": false,
          "headline": "fix(review): project terminal status from one live snapshot",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T10:44:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e427524d64057fb4477488b703abae18e6c35c93",
          "body": "fix(review): enforce one-shot correction and exact replay boundaries",
          "is_bot": false,
          "headline": "Merge pull request #1587 from dnlrsls/test/1384-finalize-retry",
          "author_name": "Alan Buscaglia",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T09:41:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da257366365c4469e2f40fe6217ea58f8d54ddf3",
          "body": null,
          "is_bot": false,
          "headline": "fix(review): preserve historical correction recovery",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T09:21:58Z",
          "body_truncated": false,
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        },
        {
          "oid": "6cb56ecfa0ae4e9afad0b42bd358192ec931a165",
          "body": null,
          "is_bot": false,
          "headline": "fix(review): enforce one ordinary correction attempt",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T08:23:15Z",
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          "is_coding_agent": false
        },
        {
          "oid": "92fec828de74645b3e2f6b51b89844dfc52cc54b",
          "body": "…er/pr-1587",
          "is_bot": false,
          "headline": "Merge commit '61added8d4839c0bf4a35746b5ec1e8da992973d' into maintain…",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T07:54:53Z",
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          "is_coding_agent": false
        },
        {
          "oid": "61added8d4839c0bf4a35746b5ec1e8da992973d",
          "body": null,
          "is_bot": false,
          "headline": "Merge pull request #1502 from Cobies/fix/release-windows-signing",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T07:53:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3684a95c16883c6215a1d838ca43489941fb490a",
          "body": null,
          "is_bot": false,
          "headline": "chore: merge main into PR #1502",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T07:09:36Z",
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          "is_coding_agent": false
        },
        {
          "oid": "08bec1b94e5de9ed9832335aafd60ed54a5a7ea8",
          "body": "fix(sdd): preserve cumulative runtime-attempt budget across apply continuations",
          "is_bot": false,
          "headline": "Merge pull request #1620 from decode2/fix/sdd-preserve-attempt-budget",
          "author_name": "Alan Buscaglia",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T07:05:18Z",
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        },
        {
          "oid": "dffe8fc07d06ebc0b44a56207e51fa8f40f15d19",
          "body": null,
          "is_bot": false,
          "headline": "test(review): bind PowerShell artifact subject",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T06:48:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3981df6445abcf82026c76daa4a9f184f9697752",
          "body": null,
          "is_bot": false,
          "headline": "fix(release): isolate post-publication verification",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T05:51:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5e7125625a4e19bf57ac9502bb338a942142fde6",
          "body": null,
          "is_bot": false,
          "headline": "fix(release): bind policy to current snapshot",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T05:01:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3d127c31e64b2ade6e80d302b286c285229cf53",
          "body": null,
          "is_bot": false,
          "headline": "fix(release): validate resolved distribution plan",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T03:59:05Z",
          "body_truncated": false,
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        },
        {
          "oid": "5cde071d9ad55b6c9e59ba554b41bfa8169e8a79",
          "body": null,
          "is_bot": false,
          "headline": "docs(review): publish binding conflict fixture",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T03:53:16Z",
          "body_truncated": false,
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        },
        {
          "oid": "2a3a30e776268650019a0756a2356177d8ab18dc",
          "body": null,
          "is_bot": false,
          "headline": "fix(sdd): align Engram remediation routing",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T03:50:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be39a41de79665e086e4dc903170a7c68472e28c",
          "body": null,
          "is_bot": false,
          "headline": "fix(sdd): preserve runtime objective continuity",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T03:44:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56ecf8d57967090686b82b70942be9a3a54e8d14",
          "body": null,
          "is_bot": false,
          "headline": "fix(sdd): route continuations through native runtime authority",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T02:47:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10048f4b9bf4a4dcc07de1c19dfc26e9c1f2f71b",
          "body": null,
          "is_bot": false,
          "headline": "fix(sdd): advance remediation authority atomically",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T02:19:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c38c4fedd4ad47c37a0ace5fb89409f213ec2ee6",
          "body": null,
          "is_bot": false,
          "headline": "feat(sdd): expose native runtime attempt control",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T01:51:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "311a36f9aa5367fc5e5d1689819c459abd62f472",
          "body": null,
          "is_bot": false,
          "headline": "fix(sdd): import review bindings into runtime ledger",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T01:35:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4b764d092742a4b69a64b83fb6416966d6d92b9",
          "body": "Fail closed by removing the complete Windows release/publisher path, remote PowerShell updater, and tests that asserted the unsafe behavior. Windows source builds and CI remain supported through explicit go-install guidance.\n\nSize-exception: 1,358 authored changed lines are inseparable because splitting the omission would leave an intermediate commit able to publish or execute unsigned Windows artifacts.",
          "is_bot": false,
          "headline": "fix(release): omit unsigned Windows distribution",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T01:12:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2018eca5d08ec5a1ec28720706299443ef849915",
          "body": null,
          "is_bot": false,
          "headline": "fix(sdd): persist runtime attempts in native CAS ledger",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T01:03:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a223d28289c96b6b74e4ca12c8a9cff7fa42ce23",
          "body": "# Conflicts:\n#\t.github/workflows/release.yml",
          "is_bot": false,
          "headline": "chore: merge main into PR 1502",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T00:49:51Z",
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        },
        {
          "oid": "62ff30b1cecc6f84b86924cd04a9910da4162774",
          "body": "# Conflicts:\n#\ttestdata/golden/sdd-opencode-multi-settings.golden",
          "is_bot": false,
          "headline": "Merge main into maintainer/pr-1620",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T00:46:01Z",
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          "is_coding_agent": false
        },
        {
          "oid": "7f934dc54ebe8112460258921af625140cb598e7",
          "body": "…result\n\nfix(review): reject completed tasks with empty reviewer results",
          "is_bot": false,
          "headline": "Merge pull request #1550 from MataM15/fix/1455-reject-empty-reviewer-…",
          "author_name": "Alan Buscaglia",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T00:43:08Z",
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        },
        {
          "oid": "bfdffbca31c3d13bd8653a416ccebb329d5ee4f3",
          "body": null,
          "is_bot": false,
          "headline": "chore: merge main into pr-1550",
          "author_name": "Alan-TheGentleman",
          "author_login": "Alan-TheGentleman",
          "committed_at": "2026-07-22T00:25:04Z",
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        },
        {
          "oid": "56720ef0e1fce7b0201d1ffb84ccd92c5719df9f",
          "body": "…-command-race\n\nfix(update): remove installed-version command data race",
          "is_bot": false,
          "headline": "Merge pull request #1650 from Gentleman-Programming/fix/update-detect…",
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                "key": "owner_reach",
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                "points": 0,
                "status": "missed",
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              },
              {
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                "status": "met",
                "details": [
                  {
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                  }
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              },
              {
                "key": "reproducible_environment",
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                "points": 10,
                "status": "met",
                "details": [
                  {
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
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                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
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                "status": "missed",
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                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
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                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 289738,
              "source_files_sampled": 624,
              "oversized_source_files": 25
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "25/624 source files over 60KB",
                "points": 52.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "sampled": 624,
                      "oversized": 25
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": [
    "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": "2026-07-24T22:15:05.053685Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/Gentleman-Programming/gentle-ai.svg",
  "full_name": "Gentleman-Programming/gentle-ai",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

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