Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 02:41 UTC

igorrochap / commitgen

A CLI tool that uses a local LLM via Ollama to generate Conventional Commits messages from your staged changes.

GoCustom license★ 3 stars⑂ 1 forksince Apr 2026View on GitHub ↗

igorrochap/commitgen holds a health index of 50 out of 100, placing it in the Moderate band. It scores highest on Vitality (75/100) and lowest on Community & Adoption (23/100). It was last updated 15 days ago. A single contributor accounts for most of its recent work.

50
overall / 100
Moderate

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.

50
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

Igor RochaPersonal account
18 followers35 public repossince Dec 2019G4F

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/igorrochap/commitgenv1.7.0-1215 days ago
PyPIcommitgenpoints to another repo — not scored0.0.0-11131 days ago

Metrics by category

Vitality

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

75Good · 22% of overall
How it's scored
28.8/36Push recency — last push 15 days ago
4.8/36Commit cadence — 7/52 weeks with commits
15.1/18Commit volume — 47 commits in the last year
10/10OpenSSF Scorecard: Maintained — 25 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year47
human_commit_share1
days_since_last_push15
active_weeks_last_year7

Release discipline

100Excellent
How it's scored
27/27Ships releases — 9 releases published
36/36Release recency — latest release 15 days ago
27/27Release cadence — a release every ~8.9 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count9
latest_release_tagv1.7.0
releases_from_tagsno
days_since_latest_release15
mean_days_between_releases8.9
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?

23Critical · 18% of overall
How it's scored
4.9/60Stars — 3 stars
0/25Forks — 1 forks
0/15Watchers — 0 watchers
Inputs used
forks1
stars3
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

59Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
1.2/22.5Commit distribution — top contributor authored 95% 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_share0.947
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
38.2/38.3PR acceptance — 5/5 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 2/30 approved changesets -- score normalized to 0
Inputs used
merged_prs5
open_issues0
closed_issues2
issue_closed_ratio1
closed_unmerged_prs0
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
9.2/25Owner reach — 18 followers of igorrochap
23.3/25Track record — 35 public repos, account ~6 yr old
Inputs used
followers18
owner_typeUser
is_verified
owner_loginigorrochap
public_repos35
account_age_days2,404
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 15 days ago
20/20Version history — 12 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/igorrochap/commitgen
ecosystemsgo
any_deprecatedno
min_days_since_publish15

Engineering Quality

Are baseline engineering and documentation practices in place?

45At risk · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 4 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

40At risk
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?

40At risk · 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
0/2.5CI-Tests — 0 out of 4 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 2/30 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
2.2/2.5License — license file detected
7.5/7.5Maintained — 25 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.7
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
How it's scored
5.9/35Direct dependencies free of known advisories — 8 affected: certifi 2023.5.7 (high 7.5), cryptography 41.0.1 (high 7.5), idna 3.4.0 (high 7.5), +5 more
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
18.7/40No advisories left outstanding — 7 advisory-carrying package(s) unaddressed past 90 days; oldest published 1,106 days ago
Inputs used
sourceosv
advisories54
affected_packages8
assessed_packages28
unassessed_packages0
affected_by_severityhigh 4, moderate 3, low 1
direct_affected_packages8
Matched the pypi:commitgen@0.0.0 runtime dependency closure — what installing the published package pulls in — 28 packages. Reachability is not analyzed.

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.

58Moderate · 0% 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 — 38 of 47 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.809
agent_instruction_files
agent_instruction_max_bytes
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 — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 47
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
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)
55/55Manageable file sizes — 0/20 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes8,962
source_files_sampled20
oversized_source_files0

Key facts

3GitHub stars
2contributors
47commits, last 12 months
15days since last push
9releases
1bus factor
0open issues
Go, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'commitgen' points at a different repository (https://github.com/sderev/commitgen); excluded from ecosystem scoring
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 3.7 / 10
3.7aggregate

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 · 2026-07-25 02:41 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 4 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 2/30 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
9Licenselicense file detected
10Maintained25 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
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
8Vulnerabilities2 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

Dependency advisories 8

Installing pypi:commitgen@0.0.0 pulls in 28 packages, direct and transitive: 8 carry known advisories, of which 8 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
certifi2023.5.7directhigh42024.7.4
cryptography41.0.1directhigh1848.0.1
idna3.4.0directhigh43.15
urllib32.0.3directhigh162.7.0
bleach6.0.0directmoderate26.4.0
requests2.31.0directmoderate62.33.0
zipp3.15.0directmoderate23.19.1
pygments2.15.1directlow22.20.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
{
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      "has_wiki": false,
      "homepage": null,
      "languages": {
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        "Shell": 388
      },
      "pushed_at": "2026-07-09T16:27:00Z",
      "created_at": "2026-04-10T21:18:28Z",
      "owner_type": "User",
      "updated_at": "2026-07-09T16:27:09Z",
      "description": "A CLI tool that uses a local LLM via Ollama to generate Conventional Commits messages from your staged changes.",
      "is_archived": false,
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      "license_spdx": null,
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      "significant_languages": [
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      "recent_commits": [
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          "author_login": null,
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          "oid": "d131f6bce5b639e1c3fdfe785e7a0fd67ab5d906",
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          "is_bot": false,
          "headline": "feat(core): add context flag for generation (#6)",
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          "is_bot": false,
          "headline": "feat(pr): add command to generate Pull Request descriptions (#5)",
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          "headline": "chore(config): update default model to gemma4:31b-cloud",
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          "is_bot": false,
          "headline": "feat(core): add automatic update notifications",
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          "committed_at": "2026-05-05T15:32:24Z",
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          "body": "- Implement `config set` and `config show` commands\n- Allow saving default language and model to a JSON file\n- Integrate configuration loading into the root command execution\n- Add unit tests for config persistence and command logic\n- Update README with usage instructions for the new config commands",
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          "headline": "feat(config): add persistent configuration management",
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          "body": "- Remove side-effect that automatically adds files to staging\n- Ensure users have explicit control over the commit content\n- Provide a more descriptive error message for unstaged changes",
          "is_bot": false,
          "headline": "feat(git): stop automatically staging changes",
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          "body_truncated": false,
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          "oid": "0882f71841b00d3ab24b739e18cf1afcafa332d0",
          "body": "- Change default model to gemini-3-flash-preview\n- Ensure the tool uses a more modern preview model by default",
          "is_bot": false,
          "headline": "chore(cli): update default Ollama model",
          "author_name": "igorrochap",
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          "headline": "1.0.1",
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          "body": "… forward slashes\n\nReplaced exec.Command(\"ollama\", \"run\", ...) with direct HTTP requests to the Ollama API (http://localhost:11434/api/generate). The API accepts prompt content as-is and does not perform file path interpretation.\n\nChanges in `internal/generator/generator.go`:\n- Replaced CLI executio\n[…]\nollamaRequest / ollamaStreamChunk` structs for JSON serialization\n- Implemented streaming response processing via `json.NewDecoder`\n- Mapped `--hidethinking` CLI flag to `\"think\": false` API parameter",
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          "headline": "fix(generator): replace ollama CLI with HTTP API to handle diffs with…",
          "author_name": "Mauricio Maciel",
          "author_login": "omauriciomaciel",
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          "body": "Automatically generated by python-semantic-release",
          "is_bot": false,
          "headline": "1.0.0",
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          "committed_at": "2026-04-29T14:07:38Z",
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        },
        {
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          "body": "- Fix interpolation syntax to ensure correct tag naming\n- Prevent release failures due to malformed tag formats",
          "is_bot": false,
          "headline": "fix(ci): correct semantic release tag format",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
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          "is_bot": false,
          "headline": "chore(config): fix build_command formatting",
          "author_name": "igorrochap",
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          "is_bot": false,
          "headline": "fix(config): resolve TOML syntax errors",
          "author_name": "igorrochap",
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          "body": "- Use double curly braces for the version placeholder\n- Ensure correct tag generation by escaping the variable",
          "is_bot": false,
          "headline": "chore(release): fix semantic-release tag format",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
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          "body": "- Replace curly quotes with standard double quotes\n- Resolve TOML parsing errors caused by invalid characters",
          "is_bot": false,
          "headline": "fix(config): fix project name quotes",
          "author_name": "igorrochap",
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          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": "- Automate versioning and changelog generation\n- Integrate python-semantic-release with GitHub Actions\n- Define release configuration in pyproject.toml",
          "is_bot": false,
          "headline": "chore(ci): set up automated semantic release",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-29T13:48:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "body": "- Replace artifact removal with robust unwrapping logic\n- Preserve list items and paragraphs during line joining\n- Update prompts to encourage short bullet points\n- Sync English and Portuguese prompt templates",
          "is_bot": false,
          "headline": "refactor(generator): Improve line unwrapping",
          "author_name": "igorrochap",
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        },
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          "body": "Ensures commit messages are not hard-wrapped by the model. Adds a\npost-processing step to remove repeated-word artifacts and updates system\nprompts in English and Portuguese to explicitly forbid line breaks within\nparagraphs.",
          "is_bot": false,
          "headline": "feat(generator): prevent and clean LLM line-wrap artifacts",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-16T00:05:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "body": "Update the default model flag to reflect the switch to gemma4:31b-cloud.",
          "is_bot": false,
          "headline": "docs(readme): update default model",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-15T23:45:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe4af0c5e1cd8b054fe44c68566ab5f2e091daa3",
          "body": "Switch the default model from glm-5:cloud to gemma4:31b-cloud to improve\nthe quality and accuracy of generated commit messages.",
          "is_bot": false,
          "headline": "chore(cli): update default Ollama model",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-15T23:00:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "833e882ff21a06a872f01b456ead8267564f394b",
          "body": "Prioritize `go install` as the primary installation method to simplify the\nsetup process and reduce the need for cloning the repository.",
          "is_bot": false,
          "headline": "docs(readme): Update installation instructions",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-15T22:57:23Z",
          "body_truncated": false,
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        },
        {
          "oid": "4e163ea6189f59683c126a195888138bdf4f6c62",
          "body": "Updates the module path from `github.com/igorrochap/commit-generator` to\n`github.com/igorrochap/commitgen`.\n\n- Update module definition in go.mod\n- Adjust import paths in all source files\n- Update documentation and installation URLs",
          "is_bot": false,
          "headline": "refactor(module): rename project to commitgen",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-15T22:41:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "e495be8c5f3fe6c9c74dce1dabbac143b48fd135",
          "body": "Adds an `update` subcommand that allows users to upgrade commitgen to\nthe latest version via `go install`. The command checks for Go in PATH,\nruns the install, and provides helpful guidance for users who installed\nvia the shell script (copying the new binary over the system binary).\n\nAlso updates README with alternative installation method using `go install`\nand documents the new update workflow.",
          "is_bot": false,
          "headline": "feat(cmd): add self-update command (#1)",
          "author_name": "Igor Rocha",
          "author_login": "igorrochap",
          "committed_at": "2026-04-15T22:27:04Z",
          "body_truncated": false,
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        },
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          "oid": "627b3c887456c033bab6f040eb81b2ea1f681bc0",
          "body": "Provide a comprehensive README covering installation, usage, and\nconfiguration. Includes details on requirements, supported languages,\nand interactive workflow to help users get started with the CLI tool.",
          "is_bot": false,
          "headline": "docs(readme): add initial project documentation",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-13T12:59:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "body": "Automates the build and installation process for the binary.\nHandles permission elevation automatically if the target directory requires\nrequires sudo access.",
          "is_bot": false,
          "headline": "feat(install): Add installation script",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-13T12:55:34Z",
          "body_truncated": false,
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          "oid": "bf6eb64b6ce0f3470b90187b45820f1b58306a44",
          "body": "Replaces the placeholder logic for the 'Edit' option with a functional impl\nimplementation.\n\n- Creates a temporary file pre-filled with the generated message.\n- Opens the file in the system's default editor ($EDITOR, nano, or vim).\n- Captures the edited content to be used for the final commit.\n- Cleans up the temporary file after use.",
          "is_bot": false,
          "headline": "feat(generator): implement commit message editing",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-13T12:50:11Z",
          "body_truncated": false,
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        },
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          "oid": "febcce7336b58605ad1cd4c565c2e00e7b79031c",
          "body": "Adds a regex to remove ANSI escape sequences and carriage returns from the\ngenerated output to ensure clean commit messages.",
          "is_bot": false,
          "headline": "fix(generator): strip ANSI escape codes from output",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-13T12:40:27Z",
          "body_truncated": false,
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          "oid": "2d5d2970b1bc6132fe7ea392a438d496433e726a",
          "body": "Adds a trailing newline and trims whitespace from the commit ID to ensure c\u001b[1D\u001b[K\nclean terminal output.",
          "is_bot": false,
          "headline": "fix(generator): format commit success message",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-13T12:33:04Z",
          "body_truncated": false,
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          "oid": "87b79e0ed26ea7b4df7542553321ad7b4e88bbbe",
          "body": "Replaces the placeholder print statement with actual git commit logic.\nAdds the `makeCommit` function to run the commit command and retrieve the r\u001b[1D\u001b[K\nresulting short hash.",
          "is_bot": false,
          "headline": "feat(generator): implement git commit execution",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-13T12:31:18Z",
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          "body": "Aligns the module definition in go.mod and all internal import paths with\nthe repository URL (github.com/igorrochap/commit-generator).",
          "is_bot": false,
          "headline": "chore(module): Update module path to GitHub URL",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-13T12:23:04Z",
          "body_truncated": false,
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          "oid": "c33910fccded9385cf4601914a88038a605e9f03",
          "body": "- Add missing newline to error output in root command\n- Fix phrasing in git staging log message",
          "is_bot": false,
          "headline": "fix(cli): correct output formatting and grammar",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-13T02:08:29Z",
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          "is_coding_agent": false
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          "body": "Replaces panic with formatted error output for better error handling.\nFixes staging detection by checking for changes after adding files.\n\n- Replace panic(err) with fmt.Printf in root command\n- Call haveStagingChanges after addAllChanges\n- Add log message when auto-staging changes",
          "is_bot": false,
          "headline": "fix(generator): handle errors gracefully and fix staging detection",
          "author_name": "igorrochap",
          "author_login": "igorrochap",
          "committed_at": "2026-04-13T02:04:16Z",
          "body_truncated": false,
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          "oid": "472c354c88dd0106d7c417a51895206c12fdfc13",
          "body": "- Switch from RunE to Run in root command, panicking on errors\n- Extract 'git add' command into addAllChanges helper\n- Return error if no changes are currently staged",
          "is_bot": false,
          "headline": "refactor(cli): simplify error handling and git logic",
          "author_name": "igorrochap",
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          "committed_at": "2026-04-13T01:59:22Z",
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          "body": "Introduces a TUI menu to accept, edit, or regenerate messages.\n\n- Add selection package using bubbletea\n- Implement generation loop in generator\n- Ensure loading spinner cleans up before selector runs\n- Update prompts to enforce raw output format",
          "is_bot": false,
          "headline": "feat(cli): add interactive commit selection",
          "author_name": "igorrochap",
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          "committed_at": "2026-04-13T01:48:08Z",
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          "is_bot": false,
          "headline": "feat(cli): add interactive commit selection",
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          "is_bot": false,
          "headline": "refactor(loading): use Bubble Tea for animated spinner",
          "author_name": "igorrochap",
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          "oid": "28e728c48a7efffa0a13113aa316119f22223383",
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          "is_bot": false,
          "headline": "feat(cli): add support for custom model selection",
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          "is_bot": false,
          "headline": "feat(cli): initialize commit generator tool",
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          "committed_at": "2026-04-10T21:17:37Z",
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            "key": "community_health",
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        "weight": 0.24,
        "metrics": [
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              "top_contributor_share": 0.947
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            "components": [
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                "key": "bus_factor",
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                "key": "commit_distribution",
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                "points": 1.2,
                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "points": 2.7,
                "status": "partial",
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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",
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            "notes": [],
            "value": 85,
            "inputs": {
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            "components": [
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                "status": "met",
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                "status": "met",
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                "max_points": 38.25
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                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 2/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
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            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
                "params": {
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              {
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            "value": 53,
            "inputs": {
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              "account_age_days": 2404
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
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                "status": "partial",
                "details": [
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                    "code": "owner_personal",
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "18 followers of igorrochap",
                "points": 9.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 18,
                      "login": "igorrochap"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "35 public repos, account ~6 yr old",
                "points": 23.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 35
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/igorrochap/commitgen"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 15
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 15 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 15
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "12 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "at_risk",
        "name": "Engineering Quality",
        "value": 45,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 4 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 40,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 37,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 4 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 2/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "25 commit(s) and 0 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": [],
                "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": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Matched the pypi:commitgen@0.0.0 runtime dependency closure — what installing the published package pulls in — 28 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:commitgen@0.0.0",
                  "assessed": 28
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 50,
            "inputs": {
              "source": "osv",
              "advisories": 54,
              "affected_packages": 8,
              "assessed_packages": 28,
              "unassessed_packages": 0,
              "affected_by_severity": "high 4, moderate 3, low 1",
              "direct_affected_packages": 8
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "8 affected: certifi 2023.5.7 (high 7.5), cryptography 41.0.1 (high 7.5), idna 3.4.0 (high 7.5), +5 more",
                "points": 5.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 8,
                      "packages": "certifi 2023.5.7 (high 7.5), cryptography 41.0.1 (high 7.5), idna 3.4.0 (high 7.5)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "7 advisory-carrying package(s) unaddressed past 90 days; oldest published 1106 days ago",
                "points": 18.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 7,
                      "oldest": 1106
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 28,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 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": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.809,
              "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": "38 of 47 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 38,
                      "sampled": 47
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 47",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 47
                    }
                  }
                ],
                "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": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 8962,
              "source_files_sampled": 20,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "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": "0/20 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 20,
                      "oversized": 0
                    }
                  }
                ],
                "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",
    "pypi package 'commitgen' points at a different repository (https://github.com/sderev/commitgen); excluded from ecosystem scoring",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T02:41:40.520641Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/igorrochap/commitgen.svg",
  "full_name": "igorrochap/commitgen",
  "license_state": "custom",
  "license_spdx": null
}

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, PyPI.