Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 03:54 UTC

hegeldev / hegel-go

Property-based testing for Go

GoMIT★ 73 stars⑂ 4 forkssince Jan 2026View on GitHub ↗

hegeldev/hegel-go holds a health index of 65 out of 100, placing it in the Moderate band. It scores highest on Vitality (89/100) and lowest on Community & Adoption (43/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

65
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.

65
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

HegelOrganization
79 followers13 public repossince Mar 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gohegel.dev/go/hegelv0.6.21-391 day ago

Metrics by category

Vitality

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

89Excellent · 22% of overall
How it's scored
36/36Push recency — last push 1 days ago
17.3/36Commit cadence — 25/52 weeks with commits
18/18Commit volume — 419 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year419
human_commit_share0.55
days_since_last_push1
active_weeks_last_year25

Release discipline

100Excellent
How it's scored
27/27Ships releases — 39 releases published
36/36Release recency — latest release 1 days ago
27/27Release cadence — a release every ~2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count39
latest_release_tagv0.6.21
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases2
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?

43At risk · 18% of overall
How it's scored
30.1/60Stars — 73 stars
4/25Forks — 4 forks
2.7/15Watchers — 4 watchers
Inputs used
forks4
stars73
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
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?

62Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
10/22.5Commit distribution — top contributor authored 55% of commits
9.5/13.5Contributor breadth — 7 contributors
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled7
top_contributor_share0.554
How it's scored
38/46.8Issue resolution — 81% of issues closed
33.4/38.3PR acceptance — 83/95 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/21 approved changesets -- score normalized to 0
Inputs used
merged_prs83
open_issues3
closed_issues13
issue_closed_ratio0.812
closed_unmerged_prs12
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
13.7/25Owner reach — 79 followers of hegeldev
9.1/25Track record — 13 public repos, account ~0 yr old
Inputs used
followers79
owner_typeOrganization
is_verified
owner_loginhegeldev
public_repos13
account_age_days135
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 1 days ago
20/20Version history — 39 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packageshegel.dev/go/hegel
ecosystemsgo
any_deprecatedno
min_days_since_publish1

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 — 15 out of 15 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
0/25Documentation directory
15/15Documentation / homepage site — https://hegel.dev
10/10Repository description
10/10Topics — 3 topics
0/10Wiki
Inputs used
topicsgo, pbt, testing
has_wikino
homepagehttps://hegel.dev
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

57Moderate · 16% of overall
How it's scored
3.8/7.5Binary-Artifacts — binaries present in source code
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 15 out of 15 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
0/7.5Code-Review — Found 0/21 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
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
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 10 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.6
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories12
affected_packages2
assessed_packages24
unassessed_packages0
affected_by_severityhigh 1, unknown 1
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 24 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. 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.

81Good · 0% of overall
How it's scored
45/45Agent instructions — .claude/CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 47 of 55 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.855
agent_instruction_files.claude/CLAUDE.md
agent_instruction_max_bytes8,982
How it's scored
18/18One-command bootstrap — justfile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_filesjustfile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.01
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/66 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes52,019
source_files_sampled66
oversized_source_files0

Key facts

73GitHub stars
7contributors
419commits, last 12 months
1days since last push
39releases
1bus factor
3open issues
Gopackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 4 ⇿
0Stars
4Forks
17Releases

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.

1223344412026-042026-052026-06
Major 0Minor 5Patch 12
OpenSSF Scorecard 4.6 / 10
4.6aggregate

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 · 2026-07-23 03:53 UTC

5Binary-Artifactsbinaries present in source code
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/21 approved changesets -- score normalized to 0
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities10 existing vulnerabilities detected
Direct dependencies 2
RegistryPackageVersion constraintManifest
Gogithub.com/ebitengine/puregov0.11.0-alpha.6.0.20260707033313-5f49e7c49322go.mod
Gogolang.org/x/sysv0.44.0go.mod
All dependencies 24

Full resolved dependency set from the GitHub dependency graph: 2 direct and 22 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/ebitengine/puregov0.11.0-alpha.6.0.20260707033313-5f49e7c49322direct
Gogolang.org/x/sysv0.44.0direct
Gogithub.com/alexflint/go-argv1.6.0indirect
Gogithub.com/alexflint/go-scalarv1.2.0indirect
Gogithub.com/aws/aws-sdk-gov1.49.4indirect
Gogithub.com/burntsushi/tomlv1.4.1-0.20240526193622-a339e1f7089cindirect
Gogithub.com/golang/freetypev0.0.0-20170609003504-e2365dfdc4a0indirect
Gogithub.com/google/go-cmpv0.7.0indirect
Gogithub.com/google/go-github/v56v56.0.0indirect
Gogithub.com/google/go-querystringv1.2.0indirect
Gogithub.com/jmespath/go-jmespathv0.4.0indirect
Gogithub.com/kr/textv0.2.0indirect
Gogithub.com/mattn/go-colorablev0.1.13indirect
Gogithub.com/mattn/go-isattyv0.0.19indirect
Gogithub.com/narqo/go-badgev0.0.0-20230821190521-c9a75c019a59indirect
Gogithub.com/rs/zerologv1.34.0indirect
Gogithub.com/vladopajic/go-test-coverage/v2v2.18.3indirect
Gogolang.org/x/exp/typeparamsv0.0.0-20231108232855-2478ac86f678indirect
Gogolang.org/x/imagev0.18.0indirect
Gogolang.org/x/modv0.36.0indirect
Gogolang.org/x/syncv0.20.0indirect
Gogolang.org/x/toolsv0.45.0indirect
Gogopkg.in/yaml.v3v3.0.1indirect
Gohonnef.co/go/toolsv0.7.0indirect
Dependency advisories 2

This repository publishes no package the index resolves, so its own dependency graph was assessed — 24 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
golang.org/x/imagev0.18.0indirecthigh100.43.0
github.com/aws/aws-sdk-gov1.49.4indirectunknown2

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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          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-07-14T16:07:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6fefa14367e2d23d0309c1b176be970bedb6c6a",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.18 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-07-14T09:43:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99ab63aa9941b624d7c942207fb56c11618061c8",
          "body": "End users no longer fetch libhegel from GitHub releases at runtime. The\npre-compiled per-platform binaries are vendored under internal/libhegel/libs/\n(stored via git-lfs) and go:embed'd into the module, so a build is\nself-contained and works offline.\n\nLibrary resolution is now:\n  1. $HEGEL_LIBHEGEL_PATH if set (loaded directly, no fallback)\n  2. the go:embed'd vendored binary for the host platform, materialized to\n     ~/.cache/hegel-go/libhegel/<version>/ and dlopen'd from there",
          "is_bot": false,
          "headline": "libhegel: vendor binaries via git-lfs + go:embed, drop auto-download",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-07-14T09:42:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7452dd3311d5fcfa6483798fbac2a28b1112db6d",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.17 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-07-13T15:05:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1c81a71bd91d9d71adabc56e7f227ec6d962a74",
          "body": "Pins libhegel from 0.28.0 to 0.29.0 (https://github.com/hegeldev/hegel-rust/releases/tag/v0.29.0).",
          "is_bot": true,
          "headline": "Bump pinned libhegel to 0.29.0",
          "author_name": "hegel-release[bot]",
          "author_login": null,
          "committed_at": "2026-07-13T15:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b382e7f33b9d98919dac59e618ec75a8f862d160",
          "body": "claude: update release-type guidance to zerover semantics",
          "is_bot": false,
          "headline": "Merge pull request #106 from hegeldev/zerover-release-guidance",
          "author_name": "Liam DeVoe",
          "author_login": "Liam-DeVoe",
          "committed_at": "2026-07-09T22:19:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a74826d324832debf3caa82bd87bd1c0aa3d16f",
          "body": null,
          "is_bot": false,
          "headline": "claude: update release-type guidance to zerover semantics",
          "author_name": "Liam DeVoe",
          "author_login": "Liam-DeVoe",
          "committed_at": "2026-07-09T22:13:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86fba27bd7252019e6d942edfd90fc757fa3f816",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.16 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-07-09T14:29:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7005211d35df03504807b003203db2e10fd2b5b6",
          "body": "* Pin wrapper objects across native calls with runtime.KeepAlive\n\nRoot-causes a one-off SIGSEGV inside hegel_mark_complete seen during a\nfull -race+coverage suite run. Each handle wrapper registers a GC\ncleanup that frees its native handle, but the raw handle is a plain\nuintptr the collector cannot \n[…]\nropic.com>\n\n* Add RELEASE.md and let the release automation own the changelog\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix use-after-free bug (#105)",
          "author_name": "David R. MacIver",
          "author_login": "DRMacIver",
          "committed_at": "2026-07-09T14:28:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "620db3ce588071e2464de7bf51c729d8a4c36f8c",
          "body": "Replace the outBuf (output *byte) and cStringArrayPtr (input **byte)\nmarker types with one generic sentinel, out[T], used for every output\nparameter. This removes the asymmetric mix where *byte outputs and\n**byte inputs were each tagged in opposite directions.\n\nThe stub now splits inputs from output\n[…]\nare unambiguously inputs.\n\nAs a side effect the !dtor guard for the Free functions' *bytesResult/\n*stringResult args is no longer needed: out[bytesResult] and bare\n*bytesResult are now distinct types.",
          "is_bot": false,
          "headline": "libhegel: unify output-param markers into a single out[T] sentinel",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-07-08T15:29:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a43f7e99f2eabc4834442a2af9a7e79dfe5e6b93",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.15 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-07-08T12:28:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7de94c0a86fa8fad3a7862efad5fa67932df6fc2",
          "body": "Pins libhegel from 0.27.0 to 0.28.0 (https://github.com/hegeldev/hegel-rust/releases/tag/v0.28.0).",
          "is_bot": true,
          "headline": "Bump pinned libhegel to 0.28.0",
          "author_name": "hegel-release[bot]",
          "author_login": null,
          "committed_at": "2026-07-08T12:26:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef377591833d437ae3ea22c2a587fa60b6f361b6",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.14 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-07-07T16:23:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "723c7d09648929ddba37fc859537ec407b4a6e06",
          "body": "Pins libhegel from 0.25.0 to 0.27.0 (https://github.com/hegeldev/hegel-rust/releases/tag/v0.27.0).",
          "is_bot": true,
          "headline": "Bump pinned libhegel to 0.27.0",
          "author_name": "hegel-release[bot]",
          "author_login": null,
          "committed_at": "2026-07-07T16:21:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58d3cd7e0e9764d69846ff4da90665a4c7916f59",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.13 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-07-06T10:47:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "baa446041233eb29f8cd0fd963d2c9dfbc8aecf7",
          "body": "Pins libhegel from 0.24.0 to 0.25.0 (https://github.com/hegeldev/hegel-rust/releases/tag/v0.25.0).",
          "is_bot": true,
          "headline": "Bump pinned libhegel to 0.25.0",
          "author_name": "hegel-release[bot]",
          "author_login": null,
          "committed_at": "2026-07-06T10:45:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e3c6ecebcdd5202a4c1d1edce676504a26dd5b3",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.12 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-07-03T12:42:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b94d210c0d72d0c24910cdab3812498be0880776",
          "body": "Pins libhegel from 0.23.2 to 0.24.0 (https://github.com/hegeldev/hegel-rust/releases/tag/v0.24.0).",
          "is_bot": true,
          "headline": "Bump pinned libhegel to 0.24.0",
          "author_name": "hegel-release[bot]",
          "author_login": null,
          "committed_at": "2026-07-03T12:40:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0053d121f2ec9b8cd4f608d5e0b2e352e8d89d97",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.11 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-07-03T10:31:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e83a6972730a2ab801e5ada95af0780fcfb7797c",
          "body": null,
          "is_bot": false,
          "headline": "Include caller PC in failure origins",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-07-03T10:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ce8da937b2cfbeff04de59678fb35affb66b3b4",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.10 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-30T14:59:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa85d97c365c250d1555eb464734e90bc86d9e5b",
          "body": "Track allocated / freed fake objects in Stub() and fail a testcase if\nwe can detect a use-after-free. This is achieved by rewriting stub\ngeneration to use reflection instead of hand-coding the stubs.\nFrequent runtime.GC() calls cause cleanups to fire, which in turn\nupdate the handle tracker.",
          "is_bot": false,
          "headline": "libhegel: catch use-after-free in Stub()",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-30T14:57:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d54981d0fc6b1d55107cc575a337c4390951e5e7",
          "body": "Result and Failure borrow their handles from the parent run; once the\naccessor returned, nothing kept the run reachable, so the GC could run\nits RunFree cleanup and invalidate the borrowed handle. Store the parent\n*Run in both structs so it stays alive as long as the child is live.\n\nFixes: https://github.com/hegeldev/hegel-go/issues/95",
          "is_bot": false,
          "headline": "Retain parent run in Result and Failure to prevent use-after-free",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-30T14:57:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ea2409b90eb61a900dd3015db7ee3cb656ca0f7",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.9 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-29T13:30:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c441bf2ce3cc94d64e842b50a30bd1ba552cb5e0",
          "body": "Add WithBackend, WithVerbosity, WithReportMultipleFailures, and WithPhases\noptions (plus the Backend/Verbosity/Phase types and AllPhases), surfacing\nlibhegel settings that previously had no public API.\n\nRework settings options to record the libhegel mutation they perform rather\nthan translating iner\n[…]\nhegel-go's own CI detection: hegel_settings_new already detects CI\nenvironments and applies the derandomize/disabled-database defaults, so the\nduplicate isCI() logic is removed. Behavior is unchanged.",
          "is_bot": false,
          "headline": "Expose engine settings knobs and let libhegel own CI detection",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-29T13:15:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3675f2a658f225471b9d5507d9a5fe1f9487795d",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.8 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-29T10:54:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9af3708a37fcfef0328a307ab3b117c4f0dd5f98",
          "body": "Pins libhegel from 0.23.1 to 0.23.2 (https://github.com/hegeldev/hegel-rust/releases/tag/v0.23.2).",
          "is_bot": true,
          "headline": "Bump pinned libhegel to 0.23.2",
          "author_name": "hegel-release[bot]",
          "author_login": null,
          "committed_at": "2026-06-29T10:52:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "809ce8a10602dc236924538220df969de353c95c",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.7 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-26T09:51:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f613739cd6eea4decd1c327b449856ac5040e98",
          "body": "Pins libhegel from 0.23.0 to 0.23.1 (https://github.com/hegeldev/hegel-rust/releases/tag/v0.23.1).",
          "is_bot": true,
          "headline": "Bump pinned libhegel to 0.23.1",
          "author_name": "hegel-release[bot]",
          "author_login": null,
          "committed_at": "2026-06-26T09:49:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c33bd4b56426137a1cbfe81ceefbc3592d9390cc",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.6 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-25T15:13:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ad7c70f5e864e4271a3a61e1fe88100dcf71a7f",
          "body": "Stateful tests now register a state machine with libhegel and draw each\nstep's rule via hegel_state_machine_next_rule instead of selecting it\nlocally. This delegates rule selection to the engine, which applies swarm\ntesting (each case enables a random subset of rules). The caller still owns\nthe step\n[…]\nudget, and invariant checks, matching the canonical\nhegel-rust driver.\n\nAdds a libhegel.StateMachine handle type and two TestCase methods\n(stateMachineNew, stateMachineNextRule). No public API change.",
          "is_bot": false,
          "headline": "Use engine-owned rule selection for stateful tests",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-25T15:10:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "35b6d1dc529121060641e5edabefeca37f2a0426",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.5 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-25T14:13:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6774658505583d402822e5d2a00fac9d606bce05",
          "body": "libhegel 0.23.0 reworks the C ABI: every fallible call now takes a\nhegel_context_t as its first argument, returns a result code, and writes\nany produced handle/value through a trailing out-parameter, with error\nmessages read back per-context via hegel_context_last_error. Rewrite the\nFFI bindings to match, threading a *Context through every call and\nfunnelling handle construction through a single allocate helper.",
          "is_bot": false,
          "headline": "Bump pinned libhegel to 0.23.0 and migrate to context-based ABI",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-25T14:11:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce78fbfa09b5a6a1192029895250bc1a63aa177a",
          "body": "The smoke job runs `go test ./...`, which executes package test binaries\nconcurrently. Both `hegel` and `internal/libhegel` auto-download libhegel\ninto the same per-version cache dir, racing to populate it. The winner\nrenames its temp into place and LoadLibrary's the DLL, locking the file;\nthe loser\n[…]\nthe loaded\ndestination immediately and defers teardown until its handles close --\nmatching rename(2). Mirrors the Go stdlib's own renameat.\n\nDrop CI downloading libhegel, which masked this bug so far.",
          "is_bot": false,
          "headline": "Fix Windows download race with POSIX-semantics rename",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-25T14:11:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b3dd796d4ee56c58b5ed2df6844b79815015531a",
          "body": "The value-draw error path in Maps (collections.go) had no dedicated test;\nit was only hit by luck when the real engine returned a stop/assume\nsentinel mid-draw, making its coverage flaky in CI. Add TestDrawMapValueError,\nmirroring TestDrawMapKeyError but letting the key draw succeed so the loop\nreaches the value draw, which then rejects via E_ASSUME.",
          "is_bot": false,
          "headline": "test: deterministically cover map value-draw error branch",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-24T09:08:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e609337734f9d59e36868b9f28ed09f17d43c0e5",
          "body": "allow hegel-release bot in claude action",
          "is_bot": false,
          "headline": "Merge pull request #87 from hegeldev/allow-hegel-release-bot",
          "author_name": "Ethan Chou",
          "author_login": "echoumcp1",
          "committed_at": "2026-06-19T11:11:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63f44d30ebe4c606bc7e2895ea2390ddeb3e31f2",
          "body": null,
          "is_bot": false,
          "headline": "allow hegel-release bot in claude action",
          "author_name": "echoumcp1",
          "author_login": "echoumcp1",
          "committed_at": "2026-06-18T19:59:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20b884df50475ffdbb75b8aadc288168476a6893",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.4 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-16T17:12:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab30d3ce6d4ee63acb36c6f0a72fdc7d079a0995",
          "body": "Pins libhegel from 0.19.1 to 0.19.2 (https://github.com/hegeldev/hegel-rust/releases/tag/v0.19.2).",
          "is_bot": true,
          "headline": "Bump pinned libhegel to 0.19.2",
          "author_name": "hegel-release[bot]",
          "author_login": null,
          "committed_at": "2026-06-16T17:10:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d10f8fde706cce9e6596ae773352e0faebe4777f",
          "body": "Seems like claude removed a necessary GH token, and there\nis no way to test GH actions.",
          "is_bot": false,
          "headline": "Fix bump-hegel-rust workflow",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-16T17:03:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b21fb068d112489041b304236c7d6bd6515ced52",
          "body": "Add a dedicated skill which handles breakage in upstream hegel-c.\nWire it up so that it is executed in the bump-hegel-rust workflow.",
          "is_bot": false,
          "headline": "Add align-libhegel skill for FFI wrapper bumps",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-16T16:46:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77d64fe1f94d41bb90f715eec55bbefa5f2b073f",
          "body": "The FFI loader no longer hunts for a ../hegel-rust checkout. Resolution is\nnow just an explicit HEGEL_LIBHEGEL_PATH override, otherwise the pinned,\nchecksum-verified release is auto-downloaded. Using a local build is the\njustfile's job: default mode builds libhegel and exports its path, while\n`just \n[…]\nth is exercised.\n\nThis removes findProjectRoot/libhegelFileName (now dead) and the\nproject_root files, and aligns the align-libhegel skill + CLAUDE.md docs.\n\nCoverage-ignore ratchet tightens 33 -> 32.",
          "is_bot": false,
          "headline": "Drop sibling-checkout discovery",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-16T16:46:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4481c6c3b72430c32cc7e4f5291bf3c8bf1c7b34",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.3 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-16T09:27:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "595814332d3e2bfe5c7880862f60301e650fcd9d",
          "body": null,
          "is_bot": true,
          "headline": "Bump pinned libhegel to 0.19.1",
          "author_name": "hegel-release[bot]",
          "author_login": null,
          "committed_at": "2026-06-16T09:25:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eeaffe62d91827f5529576f516acd28d5616ef44",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.2 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-15T13:41:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a07d3ec069a6bcc90dcadde018672b98d906b94e",
          "body": "The number of steps taken during a stateful run is meant to be\nstatefulMaxSteps most of the time, but sometimes a smaller amount\n(so that shrinking can work).\n\nThe way to achieve this is to draw an unbounded integer (which has\na skewed distribution) and then clamping that to statefulMaxSteps.",
          "is_bot": false,
          "headline": "stateful: align number of steps with other hegel libraries",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-15T13:39:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "beb17a3b0156f04bf239be864e6230b221d1e435",
          "body": "Currently calling TestCase.Assume() inside an invariant will reject\nthe entire stateful test case instead of just the invariant.\n\nAlign the behaviour with the one for rules, where Assume() only\nrejects that function.",
          "is_bot": false,
          "headline": "stateful: treat invariants like rules",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-15T13:39:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e492eb7bae1f54c0d7cb02402f0aff5e0d8b9f9",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.1 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-15T10:25:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ddb476f2849ae81d8b33fe110b3bb2a7b5bac9e",
          "body": "Debugging a hegel test is currently a frustrating experience because\nthe harness recovers all panics unconditionally. This means that\ndelve / GoLand, etc. do not automatically break on a panic at the\ncorrect location.\n\nFix this by reworking how we handle / deal with panics. First,\nintroduce testCase\n[…]\nd, we stop recovering non-short circuit panics during the\nfinal replay of a test case. This enables native panic output\nand debugger integration.\n\nFixes: https://github.com/hegeldev/hegel-go/issues/79",
          "is_bot": false,
          "headline": "do not recover panics during final replay",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-15T10:23:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b811c84d57073c2e14fc277065aca09cc71a490d",
          "body": null,
          "is_bot": false,
          "headline": "libhegel: make stub errors a bit more informative",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-15T10:23:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7bd5dddfe7ea74e186b2defb4267f417cf0a8e3",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.6.0 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-06-12T12:35:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44c56862acb8cfeb901b09a8cb702cb40f6de347",
          "body": "Replaces the removed bump-hegel-core workflow for the libhegel backend.\nOn a 'hegel-rust-release' repository_dispatch (or manual run),\nbump_hegel_rust.py runs `just update-checksums <version>` to regenerate\nchecksums.go for the released version, writes RELEASE.md, and\nforce-pushes a fixed 'ci/bump-h\n[…]\nrsion; otherwise a new PR is created.\n\nThe app token stays scoped to hegel-go for committing/pushing/PR;\nhegel-rust releases are public, so update-checksums.go reads them with\nthat token via GH_TOKEN.",
          "is_bot": false,
          "headline": "ci: add hegel-rust bump workflow",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-12T12:33:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aee8a9d3a68b9d32044754583bbcf96277dcf2de",
          "body": "hegel-go currently relies on invoking hegel-core (a python binary) via uv.\nIt then speaks to the binary via a custom RPC protocol. This is complex and\nslow. hegel-rust now has a full featured shared-library target, which\nis roughly at feature parity to hegel-core. Drop all of the python / uv\ninfrast\n[…]\nre is a lot of brittleness here, but it allows us to have less divergence\nbetween Unix / Windows. Only time will tell how stable this is.\n\nCo-developed-by: David MacIver <david.maciver@antithesis.com>",
          "is_bot": false,
          "headline": "all: switch to hegel-rust backend",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-06-12T12:33:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "86b98903907dd6ae89186b0be85607da4606b417",
          "body": "The unit tests currently spew a bunch of output to Stdout. This is\nbecause they use stdoutNoteFn by default. Another problem is that\nthe whole noteFn setup is the wrong shape to control output:\ninstead of a function we can use an io.Writer and then benefit from\npre-existing bytes.Buffer, io.Discard \n[…]\n though we could, because they relied on changing stdout for\nno good reason. Make them parallel.\n\nFinally a drive by rename of runHegel() to run(), which mirrors the\nWorkload() and workload() pattern.",
          "is_bot": false,
          "headline": "overhaul output handling",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-27T08:31:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2e6a59f8a3a085128347ec94662f94864e581096",
          "body": null,
          "is_bot": false,
          "headline": "tidy up draw report code",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-27T08:31:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae8b674b5412f754ade13db1cefd71beda2f4036",
          "body": "claude: factor tool install into a composite action",
          "is_bot": false,
          "headline": "Merge pull request #76 from hegeldev/install-tools-action",
          "author_name": "Liam DeVoe",
          "author_login": "Liam-DeVoe",
          "committed_at": "2026-05-23T22:20:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc9f33a22e96edd80a11419aedf6d0e505925d01",
          "body": "Mirrors hegel-rust's `.github/actions/install-tools` pattern. The four\nexisting install sites in ci.yml (lint, test, docs, conformance) now\nshare one composite that installs `just` per-OS and (optionally) `uv`.\n\nSide effect: `astral-sh/setup-uv` bumps from v6 to v7.6.0 to match\nhegel-rust's pin.",
          "is_bot": false,
          "headline": "claude: factor tool install into a composite action",
          "author_name": "Liam DeVoe",
          "author_login": "Liam-DeVoe",
          "committed_at": "2026-05-23T22:17:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe0843e75a995fd395cb7c46b5a4e2c271981716",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.5.3 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-05-21T13:12:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cce0dc14df009c9a1827dc8cd9fc5d6fdfb5501",
          "body": "Hegel's failing-test output previously surfaced only user notes plus\nthe body's own error message. We now emit a line for every\nDraw call whose s.noteFn is active (final replay, or\nWithSingleTestCase), echoing the call site, source statement, and\ndrawn value:\n\n    example_test.go:46: slice1 := hegel\n[…]\n46: hegel.Draw[[]int](...) = []int{0, 0}\n\nOnly \"top level\" draws are printed, which means that a draw from\na Composite generator only prints a single line instead of\none line per each drawn component.",
          "is_bot": false,
          "headline": "report source-line context on each Draw during final replay",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-21T13:09:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0f566b81291ebcfd84c593551921023c5ce44519",
          "body": "The t.Helper() calls in T.Fatal/Fatalf/Error/Logf only marked those\nframes. The noteFn closure in Test() and Draw itself were still\nnon-helper frames between t.Log and the user's test body, so t.Log's\ndecoration pointed at runner.go or generators.go.\nThe same goes for the Composite() closure.\n\nTests cover the decoration via real go test subprocesses.",
          "is_bot": false,
          "headline": "call t.Helper() where appropriate",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-21T13:09:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "136ad2291440471d9a0ae41584ce9763107b2844",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.5.2 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-05-20T10:54:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8edd32078539d529a015de35c29a975f5f96bb6",
          "body": "WithSingleTestCase (and the matching --single-test-case Workload flag)\ndisables shrinking, replay, and the example database. Use it for\nlong-running workloads or tests whose body is not safely re-runnable on\nthe same inputs — code with external side effects, time-dependent\nbehavior, or execution und\n[…]\nherwise it sends run_test as\nbefore. The isFinal flag on TestCase is gone — Note now keys off a\nnon-nil noteFn, and body failures surface as errPropTestFailed which\nthe exploratory caller filters out.",
          "is_bot": false,
          "headline": "add WithSingleTestCase for non-replayable workloads",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-20T10:52:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f7fa941c315466183f35f75718c6cebc33dc69e4",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.5.1 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-05-16T22:22:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2276d92b4bfaf398bcffc705ea3813908698d091",
          "body": "claude: add WithSeed option to pin a fixed seed for property tests",
          "is_bot": false,
          "headline": "Merge pull request #70 from hegeldev/add-with-seed-option",
          "author_name": "Liam DeVoe",
          "author_login": "Liam-DeVoe",
          "committed_at": "2026-05-16T22:20:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac1b105103a605d2ba5990dbccec3ffc5bf10cef",
          "body": null,
          "is_bot": false,
          "headline": "pin zizmor",
          "author_name": "Liam DeVoe",
          "author_login": "Liam-DeVoe",
          "committed_at": "2026-05-16T22:18:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6ec0c928b032387b612cf046bddb32d5f0f2e1c",
          "body": null,
          "is_bot": false,
          "headline": "wording",
          "author_name": "Liam DeVoe",
          "author_login": "Liam-DeVoe",
          "committed_at": "2026-05-16T21:53:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0259161dfbbb2f2bbbce1f42da6c97b660bfeaa1",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.5.0 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-05-13T14:55:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "233733ec3343c5e9358828456438311bfff621f0",
          "body": "Split the test-case API into an interface and a struct: TestCase is now\nthe exported interface that Run, MustRun, Composite, and RunStateful\ncallbacks receive; the per-test-case state is the unexported testCase\nstruct. *T continues to satisfy TestCase by embedding *testCase.\n\nState-machine rules and\n[…]\ncheck and error message in newStateMachine were updated\nto match.\n\nComposite generators and stateful testing still do not have access to\nhegel.T.\n\nFixes: https://github.com/hegeldev/hegel-go/issues/68",
          "is_bot": false,
          "headline": "make TestCase an interface, demote the implementation to testCase",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-13T14:49:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9ca821320bee0c7541fa2de91d42c23ac1714904",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.4.0 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-05-13T13:04:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8fa96b9939c58d70c4945052ab91fd383a7871db",
          "body": "Workload runs a property test as a CLI binary outside go test, parsing\nthe usual flags from os.Args: --test-cases, --derandomize, --database\n(empty disables persistence), and the repeatable --suppress-health-check.\nDefaults to an unbounded test-case budget so it can be used as a soak or\nfuzzing workload; flags override Option arguments.",
          "is_bot": false,
          "headline": "add Workload for running property tests as standalone binaries",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-13T13:02:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb547cd84449f5209e221155e242c43af23c8aa9",
          "body": "Mirrors Hypothesis's @seed(N) and brings hegel-go to parity with\nhegel-rust / hegel-cpp / hegel-typescript / hegel-ocaml. Seed is stored\nas *int64 so absence is distinguishable from a zero seed, and the\nfield is omitted from the run_test payload when unset.",
          "is_bot": false,
          "headline": "claude: add WithSeed option to pin a fixed seed for property tests",
          "author_name": "Liam DeVoe",
          "author_login": "Liam-DeVoe",
          "committed_at": "2026-05-12T11:59:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "30ab9aa34868fe3aa21d41ae5000faf27c7c73b1",
          "body": "Move doRequest from generators.go into runner.go and make both helpers\nmethods on *TestCase. doRequest now takes a map[string]any and encodes\ninternally, eliminating the encode-panic boilerplate at every call site.\ngenerateFromSchema becomes a one-liner wrapper that delegates to doRequest.\n\ndoReques\n[…]\n, instead of (nil, nil). The phantom-zero-value behaviour was\nload-bearing only in the deferred-cleanup paths used by stopSpan and\nmark_complete, both of which still no-op correctly with the sentinel.",
          "is_bot": false,
          "headline": "unify doRequest and generateFromSchema as TestCase methods",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-12T09:51:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d38c4948932b4c92b76bcc0d97a1fe54a3df844d",
          "body": "panics are difficult to test for and make control flow implicit.\nWe should only use them on exported API boundaries.\nChange doRequest to return an error instead of panicking.\nA couple of things get more verbose, but adding the right wrappers\nmakes most of it tolerable.\n\nThis also removes some dodgy looking panic(err.Error()) and\npanic(fmt.Sprintf(\"%s\", err)) calls.",
          "is_bot": false,
          "headline": "return errors from doRequest instead of panicking",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-12T09:51:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ddc903811700559226b44a26c64c902da77e09d",
          "body": "Hypothesis already wraps each cu.many() iteration in ONE_FROM_MANY_LABEL\ninside the server, and many.reject() is pure size-accounting — it never\ntouches user-emitted spans. The Rust client and the Python server's\nUniqueListStrategy both skip a per-entry span and just call\ncollection.reject() on dupl\n[…]\nor.draw. The duplicate-key path becomes a bare coll.Reject(s)\nand the success path becomes a plain insert. The labelMapEntry constant\nstays for protocol parity with the documented MAP_ENTRY = 6 label.",
          "is_bot": false,
          "headline": "drop per-entry span from Maps generator",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-12T09:51:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "439852a0e1e99a3de7963b66925cbae934feae84",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.3.5 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-05-11T16:00:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b161919395f9dc02d012fd74df3ac37fd354f04",
          "body": null,
          "is_bot": true,
          "headline": "Bump hegel-core to 0.8.2",
          "author_name": "hegel-release[bot]",
          "author_login": null,
          "committed_at": "2026-05-11T15:58:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d02dd137031fb6fe44e4b12587b628e957f91765",
          "body": "[skip ci]",
          "is_bot": true,
          "headline": "Bump to version 0.3.4 and update changelog",
          "author_name": "hegel-release[bot]",
          "author_login": "hegel-release[bot]",
          "committed_at": "2026-05-08T15:09:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c665dd44c3f6ebe55c2f728bf76975d9a026c2d0",
          "body": null,
          "is_bot": false,
          "headline": "add release notes for stateful testing and TestingT compatibility",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-08T15:05:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d5c4a365e87f05c27fddf500dd992fcae05bf9f",
          "body": "Adds StateMachine, NewStateMachine, RunStateful.\nMethods named Rule*/Invariant* with signature func(*TestCase)\nare auto-discovered as rules and invariants and driven by a per-step\nrule-index draw, mirroring the Rust reference in src/stateful.rs.\n\nKey trade-offs:\n\n- Discovery is reflection-driven rat\n[…]\nere is only one rule, saving\n  a generate round trip; the byte stream therefore differs from a\n  single-rule machine in Rust, which always draws.\n\n- Step count is capped at 50 unconditionally for now.",
          "is_bot": false,
          "headline": "support for stateful testing",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-08T15:05:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2649c2ce09069048da8a18e6b67eb971f463069a",
          "body": "Add Errorf, Fail, FailNow, and Log methods to *TestCase so that assertion\nlibraries (testify, gotest.tools, gomega) can be used directly inside\nComposite callbacks and Run bodies, where only a *TestCase is available.\nT's existing methods now delegate to TestCase to keep a single source of\ntruth. Compile-time interface assertions document the public contract.",
          "is_bot": false,
          "headline": "make TestCase compatible with TestingT interfaces",
          "author_name": "Lorenz Bauer",
          "author_login": "lmb",
          "committed_at": "2026-05-08T15:05:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1887140cede9dcb81ce65d38e5d2d9a657cd877",
          "body": "claude: Simplify auto-bump RELEASE.md output",
          "is_bot": false,
          "headline": "Merge pull request #67 from hegeldev/simplify-bump-release-md",
          "author_name": "Liam DeVoe",
          "author_login": "Liam-DeVoe",
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                "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": "moderate",
        "name": "Security",
        "value": 57,
        "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": 46,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.6
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "15 out of 15 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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 0/21 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 9 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 8",
                "points": 4,
                "status": "partial",
                "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "10 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 24 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 24
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 12,
              "affected_packages": 2,
              "assessed_packages": 24,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, unknown 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "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": 24,
              "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": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 81,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.855,
              "agent_instruction_files": [
                ".claude/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 8982
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".claude/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".claude/CLAUDE.md"
                    }
                  }
                ],
                "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": "47 of 55 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 47,
                      "sampled": 55
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "justfile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "justfile"
                    }
                  }
                ],
                "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": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "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 8",
                "points": 8,
                "status": "partial",
                "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": 52019,
              "source_files_sampled": 66,
              "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": "0/66 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 66,
                      "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T03:54:05.947736Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/hegeldev/hegel-go.svg",
  "full_name": "hegeldev/hegel-go",
  "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.