Public record
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 08:45 UTC

leandroveronezi / go-recognizer

Face detection and recognition using golang

GoMIT★ 78 stars⑂ 13 forkssince Feb 2020View on GitHub ↗

leandroveronezi/go-recognizer holds a health index of 54 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (62/100) and lowest on Community & Adoption (45/100). It was last updated today. A single contributor accounts for most of its recent work.

54
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; 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.

54
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

leandroveroneziPersonal account
6 followers21 public repossince Jan 2017

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/leandroveronezi/go-recognizerv1.1.0-111 day ago

Metrics by category

Vitality

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

51Moderate · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
0.7/36Commit cadence — 1/52 weeks with commits
14/18Commit volume — 35 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year35
human_commit_share0.971
days_since_last_push0
active_weeks_last_year1
How it's scored
27/27Ships releases — 2 releases published
0/36Release recency — latest release 1,191 days ago
5.4/27Release cadence — a release every ~805 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count2
latest_release_tagv1.0.1
releases_from_tagsno
days_since_latest_release1,191
mean_days_between_releases805
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?

45At risk · 18% of overall
How it's scored
30.6/60Stars — 78 stars
9/25Forks — 13 forks
1.7/15Watchers — 3 watchers
Inputs used
forks13
stars78
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold
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?

53Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/46.8Issue resolution — no issues or no data
38.2/38.3PR acceptance — 2/2 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs2
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
6.1/25Owner reach — 6 followers of leandroveronezi
21.8/25Track record — 21 public repos, account ~9 yr old
Inputs used
followers6
owner_typeUser
is_verified
owner_loginleandroveronezi
public_repos21
account_age_days3,459
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 1 days ago
20/20Version history — 11 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/leandroveronezi/go-recognizer
ecosystemsgo
any_deprecatedno
min_days_since_publish1

Engineering Quality

Are baseline engineering and documentation practices in place?

62Moderate · 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 — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

65Moderate
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://leandroveronezi.github.io/go-recognizer
10/10Repository description
10/10Topics — 8 topics
0/10Wiki
Inputs used
topicsgolang, face-recognition, face-detection, dlib-face-detection, dlib-face-recognition, cnn-classification, computer-vision, go
has_wikino
homepagehttps://leandroveronezi.github.io/go-recognizer
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

58Moderate · 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 — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.7
Excluded from scoring (no data or not applicable): ci_tests, 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
advisories0
affected_packages0
assessed_packages5
unassessed_packages0
affected_by_severitynone
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 5 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.

58Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
27.5/40Legible commit history — 34 of 66 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.515
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — examples/go.mod, go.mod (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile
8.8/10Demonstrated agent practice — 3 of the last 68 commits agent-authored or agent-credited
8/8Automated maintenance — 2 of the last 68 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.044
toolchain_manifestsexamples/go.mod, go.mod
dependency_bot_commit_share0.029
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/10 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes12,937
source_files_sampled10
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files

Key facts

78GitHub stars
1contributors
35commits, last 12 months
0days since last push
2releases
1bus factor
0open issues
Gopackage ecosystems

More detail

Star and fork history 78 ★ / 13 ⇿
78Stars
13Forks
2Releases

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.

020406080781282020-032023-052026-07
Major 1Minor 0Patch 1

Each point covers 6 days.

OpenSSF Scorecard 4.7 / 10
4.7aggregate

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 · 2026-07-22 08:45 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 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
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 4
RegistryPackageVersion constraintManifest
Gogithub.com/fogleman/ggv1.3.0go.mod
Gogithub.com/golang/freetypev0.0.0-20170609003504-e2365dfdc4a0go.mod
Gogolang.org/x/imagev0.44.0go.mod
Gogithub.com/leandroveronezi/go-facev1.1.0go.mod
All dependencies 5

Full resolved dependency set from the GitHub dependency graph: 4 direct and 1 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/fogleman/ggv1.3.0direct
Gogithub.com/golang/freetypev0.0.0-20170609003504-e2365dfdc4a0direct
Gogithub.com/leandroveronezi/go-facev1.1.0direct
Gogolang.org/x/imagev0.44.0direct
Gogithub.com/leandroveronezi/go-recognizerv1.1.0indirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 5 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.

No known advisories affect the assessed dependencies.

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
{
  "data": {
    "repo": {
      "topics": [
        "golang",
        "face-recognition",
        "face-detection",
        "dlib-face-detection",
        "dlib-face-recognition",
        "cnn-classification",
        "computer-vision",
        "go"
      ],
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      "homepage": "https://leandroveronezi.github.io/go-recognizer",
      "languages": {
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      },
      "pushed_at": "2026-07-21T13:46:45Z",
      "created_at": "2020-02-29T19:07:10Z",
      "owner_type": "User",
      "updated_at": "2026-07-21T13:48:30Z",
      "description": "Face detection and recognition using golang",
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      "primary_language": "Go",
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        "Go"
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    "activity": {
      "releases": [
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2023-04-17T18:00:38Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2021-02-01T18:03:50Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "d00c43f76ffb3a2b603c53e244c6204cea1d9fa1",
          "body": null,
          "is_bot": false,
          "headline": "README: render the dlib note as a GitHub [!NOTE] callout",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-21T13:46:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da2471e0465b738ef2f6f543321db519bd9a5d1a",
          "body": "The shortened version pointing to go-face's README for specifics was\nless clear standalone -- use the same full paragraph in both.",
          "is_bot": false,
          "headline": "README: match go-face's full dlib-datedness note verbatim",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-21T13:41:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62d71784b1549cba8a644eaf73b73c4bfc3a21c1",
          "body": "Points to go-onnxface for actively-developed alternatives; see\ngo-face's README for the specifics behind the claim.",
          "is_bot": false,
          "headline": "README: note that dlib's face pipeline predates modern models",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-21T13:34:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7817c13609cbcdf4ef4e137189cd1661d8625224",
          "body": "RecognizeSingle genuinely returns ErrNotSingleFace (unlike\nRecognizeMultiples/IdentifyMultiples, which return an empty/partial\nlist instead of erroring), so it's worth showing the errors.Is check\nhere too.",
          "is_bot": false,
          "headline": "examples: demonstrate ErrNotSingleFace in the landmarks example",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-20T13:48:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aec4919f9699f2a7fda9e02774bc6f2f7201108f",
          "body": "Makes the ErrNoFace/ErrNotSingleFace check visible where it actually\nhappens (AddImageToDataset), instead of only in the README's Errors\nsection.",
          "is_bot": false,
          "headline": "examples: demonstrate sentinel error handling with errors.Is",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-20T13:44:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c2041a2b91937112bb10f624deee2db4e8b00a2",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer/go-face to v1.1.0 (Identify rename)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-20T13:32:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67037a81bb0e652599977fa8983ab007f6c3084c",
          "body": "Aligns with go-face's Identify/IdentifyThreshold rename (breaking, no\nalias) and biometric terminology (Detect -> Recognize -> Compare ->\nIdentify).\n\nAlso replaces string-matched error messages with exported sentinel\nerrors (ErrNoFace, ErrNotSingleFace, ErrNoMatch, ErrDatasetFileNotFound)\ncheckable via errors.Is, and fixes a stale doc comment on Identify that\nclaimed it returns an empty list on no match (it returns ErrNoMatch).\n\nRequires go-face v1.1.0.",
          "is_bot": false,
          "headline": "Rename Classify to Identify/IdentifyMultiples; add sentinel errors",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-20T13:30:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54bef48e25f885bfc8b7105a9ac28ed2531fb3ee",
          "body": "Downloads shape_predictor_5_face_landmarks.dat,\ndlib_face_recognition_resnet_model_v1.dat, and\nmmod_human_face_detector.dat from the dlib-models repository into a\ngiven directory, skipping any file that's already there -- safe to\ncall unconditionally before Init on every startup, similar to how\nlibr\n[…]\nhe real models.\n\nNote: this adds a real ~30s network download to the test suite's\ndefault run (test suite went from ~26s to ~66s) -- flagging in case\nthat's worth gating behind `go test -short` later.",
          "is_bot": false,
          "headline": "Add DownloadModels to fetch default model files if missing",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T16:47:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "de9e3b2aceb0af80c2c7d7f81a9f7ead876807e0",
          "body": "Multi-stage build: compiles dlib from source on Alpine (which has no\ndlib package), builds the detection example against it (dlib links\nstatically, so the runtime stage doesn't need it), and produces a\n~50MB runtime image with just the shared libraries the compiled binary\nactually needs (found via a\n[…]\nts dlib's old cmake_minimum_required() declarations)\nwithout them.\n\nVerified by actually building and running the image: all 7 faces in\nelenco3.jpg detected and labeled correctly inside the container.",
          "is_bot": false,
          "headline": "examples: add Docker build example (Kagami/go-face#76)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T16:33:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc7693171a26271640971761c2a7aa58520383f0",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.9",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T15:27:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d9546b40c461773c9f024e34d5e5736814a1151",
          "body": "AddImageToDataset, RecognizeSingle, and RecognizeMultiples used to\nwrite a grayscale JPEG to a temp file just so go-face could immediately\ndecode that same JPEG back into pixels. With go-face v1.0.7's\nRecognizeRaw (Kagami/go-face#69), the already-decoded, already-grayed\npixels go straight to goFace \n[…]\n- faces.jpg/faces2.jpg came\nout byte-identical (annotation draws over the original color image, not\nthe internal recognition path), landmarks.jpg shifted by ordinary\ndecoder-rounding differences only.",
          "is_bot": false,
          "headline": "Skip the temp-file/JPEG round trip when UseGray is set",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T15:25:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5f2db5d9d52705d9204b9b5b550af0242cd185ea",
          "body": null,
          "is_bot": false,
          "headline": "README: add CI status badge",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:57:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91747a5214211ece495bf24c354f7574cf656914",
          "body": null,
          "is_bot": false,
          "headline": "ci: use go mod tidy instead of go mod download to populate go.sum",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:53:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "528d6cf5fcd3f2e3167c325175b9993c9e1bc4e7",
          "body": null,
          "is_bot": false,
          "headline": "ci: download deps before build (go.sum isn't tracked in this repo)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:52:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0dc93978ca457b4d628cb1dd7956b67f639a2bd2",
          "body": "No CI existed before this -- the exact gap that let the GrayScale/JPEG\nregression found earlier this session land on master undetected, since\ngo build/go vet don't exercise runtime behavior. This runs the full\ntest suite (and govulncheck) automatically instead of relying on\nsomeone noticing manually.",
          "is_bot": false,
          "headline": "Add CI: build, vet, test -race, govulncheck on every push/PR",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:51:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3dbf889a76e9d98650a7dc0f5635fd421445cd22",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.8",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:35:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cd0550f2357731b55b5b3f778f5627ec69334b6",
          "body": null,
          "is_bot": false,
          "headline": "Bump go-face to v1.0.5 (fixes upstream Kagami/go-face#82 build error)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:34:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b21880ed01bb0b60d30bf7f2fc14009f64ebd973",
          "body": "go-face's own file loader only understands JPEG, but go-recognizer\nalready worked around this: with the default UseGray=true,\nAddImageToDataset/RecognizeFile decode the source with Go's standard\nimage package (PNG is supported here via fogleman/gg's transitive\nimage/png import) and re-encode as JPEG\n[…]\nhich case is covered: with UseGray=false the file\ngoes straight to go-face's JPEG-only loader, so PNG fails there --\ndocumented and tested as the boundary of the workaround, not silently\nglossed over.",
          "is_bot": false,
          "headline": "Document and test PNG support via UseGray (Kagami/go-face#45)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:20:37Z",
          "body_truncated": true,
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        },
        {
          "oid": "726d9000dbdbfd5c7b53a8a96b650a6379cebc94",
          "body": "Same pattern as Model.Landmark: set before Init to point the resnet\ndescriptor and/or CNN detector loading at differently-named or\nfine-tuned model files, instead of go-face's defaults. Backed by\ngo-face v1.0.4's generalized NewRecognizerWithModels.\n\nAdded regression tests proving both are genuinely honored (a wrong\nfilename fails to load; a renamed file loads and produces working\ndescriptors/detections through the configured name, not the default).",
          "is_bot": false,
          "headline": "Expose Model.Descriptor and Model.CNN alongside Model.Landmark",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:08:05Z",
          "body_truncated": false,
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        },
        {
          "oid": "eb7f62d4cf0cc7a2b15b3f9112b7fe99d541c961",
          "body": "No tests existed before this -- the grayscale/JPEG regression found\nearlier this session was only caught by manually exercising\nAddImageToDataset end-to-end, not by build/vet. Uses the models/photos\nalready checked into examples/ rather than duplicating fixtures.\n\nrecognizer_test.go:\n- Init loads th\n[…]\n), with no dlib/model files needed.\n- DrawFaces/DrawFaces2/DrawLandmarks smoke tests using synthesized\n  Face/goFace.Face values, also without needing real detection.\n- SaveImage/LoadImage round trip.",
          "is_bot": false,
          "headline": "Add automated test suite",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:53:42Z",
          "body_truncated": true,
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        },
        {
          "oid": "b569b2ba4d4c79871e36ab82a932e97ea9129c5b",
          "body": null,
          "is_bot": false,
          "headline": "README: document rec.Model.Landmark (68-point landmark option)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:48:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34692ab181c16593f3cbcb1a56297273cdcccfa8",
          "body": "Set rec.Model.Landmark = \"shape_predictor_68_face_landmarks.dat\" before\nInit for full facial contour landmarks (jawline, eyebrows, nose bridge,\neyes, lips) in Face.Shapes, instead of the default 5-point model. Backed\nby go-face v1.0.3's NewRecognizerWithShapePredictor.\n\nVerified end-to-end: 68-point model returns 68 shapes and draws the full\ncontour via DrawLandmarks; default (empty Model.Landmark) still returns\n5 shapes as before.",
          "is_bot": false,
          "headline": "Add Model.Landmark to select a non-default shape predictor",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:47:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b75cfd85fd0ed16532367a7c7fdbf50a47be4cc7",
          "body": "- New Features bullets for incremental dataset updates, match\n  distance/confidence, and landmarks.\n- Face recognition example updated to match recognition/main.go (no\n  more SetSamples() call, prints Distance/Confidence per match).\n- New Face landmarks section with the landmarks/ example and result\n  image.\n- Note that examples now live one per subfolder and must be run from\n  inside examples/.",
          "is_bot": false,
          "headline": "README: document landmarks/distance/confidence, add landmarks example",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:33:12Z",
          "body_truncated": false,
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        },
        {
          "oid": "4c59ba72d888319fcb142ba907e8ff95bd81e5dc",
          "body": "- Move detection.go and recognition.go into their own detection/ and\n  recognition/ packages: both were package main with their own\n  func main() in the same directory, so go build ./... in this module\n  has never actually succeeded until now.\n- New landmarks/ example: runs RecognizeSingle on fotos/\n[…]\nfier in sync incrementally as of\n  go-recognizer v1.0.5) and prints each match's Distance/Confidence.\n- Bump to go-recognizer v1.0.5 / go-face v1.0.2.\n- Regenerate faces.jpg/faces2.jpg output samples.",
          "is_bot": false,
          "headline": "examples: reorganize into subfolders, add landmarks example",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:31:51Z",
          "body_truncated": true,
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        },
        {
          "oid": "50b70e945b8157233b64f75e7f79315da04ea323",
          "body": "…ssion\n\n- Face gains Shapes ([]image.Point, the facial landmark points already\n  returned by go-face but previously dropped), Distance (squared\n  Euclidean distance to the matched Dataset entry), and Confidence (a\n  convenience 1-Distance/Tolerance score in [0,1], not a calibrated\n  probability). Po\n[…]\ngeToDataset end-to-end with real models\n  during this change, not by build/vet alone. Now builds an *image.NRGBA\n  from grayscale-converted pixels instead, which still encodes as a\n  3-component JPEG.",
          "is_bot": false,
          "headline": "Expose landmarks, match distance/confidence; fix grayscale JPEG regre…",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:29:34Z",
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          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.4 (arch-aware go-face CXXFLAGS)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:11:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "d0c10919c9fdae6793b226ca935760b62d7369d7",
          "body": "- go-face v1.0.1 fixes an ARM/Apple Silicon build regression introduced\n  by v1.0.0's hardcoded -march=x86-64.\n- Drop the Go Report Card badge: the service has been sunset (the page\n  now shows a static \"thank you\" notice instead of grading repos).\n- Document that go-face needs CGO_ENABLED=1; without it the build fails\n  with confusing \"undefined: face.NewRecognizer\" errors instead of a\n  compiler error.",
          "is_bot": false,
          "headline": "Bump go-face to v1.0.1 (arch-aware CXXFLAGS); README cleanup",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7975d6ef7b35ab3edcb745a3943f2862c68882ed",
          "body": "- Add an intro paragraph and a features list instead of jumping\n  straight to install instructions.\n- Swap the dead godoc.org badge for pkg.go.dev, add a latest-tag badge.\n- Fix grammar issues and tidy formatting/spacing.\n- Point the examples at examples/ so the README code stays honest\n  about being runnable, and fix the faces2.jpeg/faces2.jpg mismatch.\n- Add Contributing and License sections.",
          "is_bot": false,
          "headline": "Rewrite README for clarity and discoverability",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:52:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e634136b4a9451e60898f870d5c3ea3a23ca3a71",
          "body": "Classify/ClassifyMultiples index into Dataset using positions captured\nat the last SetSamples call, so those positions go stale as soon as\nAddImageToDataset, LoadDataset, or Init change Dataset underneath them.\nThis was already true before the mutex work; it just wasn't written\ndown anywhere.",
          "is_bot": false,
          "headline": "Document the SetSamples/Dataset consistency contract",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:44:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "87ed4ee68cdf21ae70ac6f19eb0d6026b1d6ab47",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.3 (leandroveronezi/go-face fork)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:36:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84557c1c6397e6120bd0e6b135e1287df2c0bea6",
          "body": "Upstream Kagami/go-face has had no recent activity and ships a\nhardcoded -march=native CXXFLAGS that breaks builds on CI/containers\nwhose compiler doesn't recognize the reported host architecture.\nSwitch to a maintained fork that fixes it, so this build-portability\nfix reaches everyone who depends on go-recognizer instead of only\nworking when go-recognizer's own go.mod has a replace directive\n(which wouldn't propagate to downstream consumers).",
          "is_bot": false,
          "headline": "Depend on github.com/leandroveronezi/go-face instead of Kagami/go-face",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:34:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df75d3f91a3deab1d7bf046c242baa51b27ee637",
          "body": "… with a mutex\n\n- SaveImage no longer leaks a file descriptor when jpeg.Encode fails;\n  createTempGrayFile now removes its temp file if SaveImage fails after\n  creating it.\n- LoadDataset closes its file handle; SaveDataset writes the dataset\n  file at 0600 (was 0777) and chmods it explicitly so a pr\n[…]\ns-check personID against len(Dataset)\n  before indexing, and ClassifyMultiples now locks only around each\n  Dataset read instead of the whole classify loop.\n\nNo public API names or signatures changed.",
          "is_bot": false,
          "headline": "Fix file-handle leaks, tighten dataset permissions, and guard Dataset…",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T19:36:31Z",
          "body_truncated": true,
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        },
        {
          "oid": "776019e0bb5b2d6a5419bc9745e29b49d2f2762f",
          "body": "Resolves the remaining Dependabot alerts on examples/go.mod (unpatched\ndisintegration/imaging TIFF crash, outdated golang.org/x/image).\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.2 to pull in security fixes",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T18:51:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9cb221792942a1bb75075e969d122a78ba7d3d86",
          "body": "…advisory\n\ngithub.com/disintegration/imaging has no fixed version for GHSA-q7pp-wcgr-pffx\n(CVE-2023-36308, integer index out of range in Grayscale when processing\ncrafted TIFF images) and is unmaintained. Replace the single call site\n(GrayScale) with a minimal stdlib-only implementation, removing the\nvulnerable dependency entirely.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Remove disintegration/imaging dependency to fix unpatched TIFF crash …",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T18:49:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "692fa017ab98f1d7bf56b1909a216b30058696b3",
          "body": "Resolves Dependabot alerts including the high-severity TIFF PackBits\nexcessive resource consumption issue plus older palette-color panic\nand OOM/CPU-consumption advisories.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump golang.org/x/image to v0.44.0 to fix security advisories",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T18:40:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "95b348022f568b2482d2c968ca84e865aa162b51",
          "body": "…ng.org/x/image-0.5.0\n\nBump golang.org/x/image from 0.0.0-20200119044424-58c23975cae1 to 0.5.0",
          "is_bot": false,
          "headline": "Merge pull request #2 from leandroveronezi/dependabot/go_modules/gola…",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2023-04-11T14:38:09Z",
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        },
        {
          "oid": "521065bb3978b3982f064da3c47b8fa65ebf6a43",
          "body": "Bumps [golang.org/x/image](https://github.com/golang/image) from 0.0.0-20200119044424-58c23975cae1 to 0.5.0.\n- [Release notes](https://github.com/golang/image/releases)\n- [Commits](https://github.com/golang/image/commits/v0.5.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/image\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump golang.org/x/image from 0.0.0-20200119044424-58c23975cae1 to 0.5.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2023-04-11T14:36:18Z",
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        {
          "oid": "648ad7a245a3af240839347f759241cefc981aa7",
          "body": "…ples/golang.org/x/image-0.5.0\n\nBump golang.org/x/image from 0.0.0-20200119044424-58c23975cae1 to 0.5.0 in /examples",
          "is_bot": false,
          "headline": "Merge pull request #1 from leandroveronezi/dependabot/go_modules/exam…",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2023-04-11T14:35:38Z",
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        },
        {
          "oid": "149261de9743c414b298349af36d6a999835d1fb",
          "body": "Bumps [golang.org/x/image](https://github.com/golang/image) from 0.0.0-20200119044424-58c23975cae1 to 0.5.0.\n- [Release notes](https://github.com/golang/image/releases)\n- [Commits](https://github.com/golang/image/commits/v0.5.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/image\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump golang.org/x/image in /examples",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2023-04-11T13:56:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "38e71101bbf1da41d75a357bf5d19c090b861761",
          "body": null,
          "is_bot": false,
          "headline": "installation instructions",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2022-09-14T20:33:23Z",
          "body_truncated": false,
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        {
          "oid": "e0aed1350601971ffc163573f3eae4bab6cc028f",
          "body": null,
          "is_bot": false,
          "headline": "installation instructions",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2022-09-14T20:32:12Z",
          "body_truncated": false,
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        },
        {
          "oid": "9242ff5f092d137ec6072a3910cd3feae2a5c331",
          "body": null,
          "is_bot": false,
          "headline": "installation instructions",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2022-09-14T20:30:18Z",
          "body_truncated": false,
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        },
        {
          "oid": "d8797209bdcddca20031bcc419581b1115ec3ae4",
          "body": null,
          "is_bot": false,
          "headline": "Fix Bugs",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-29T23:39:07Z",
          "body_truncated": false,
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        },
        {
          "oid": "10f58158cd4e21409191cfb61a61ac7b38655722",
          "body": null,
          "is_bot": false,
          "headline": "Add files via upload",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-08T16:06:08Z",
          "body_truncated": false,
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        },
        {
          "oid": "57602f3b9b686d0451956644f416f6089bdf4851",
          "body": null,
          "is_bot": false,
          "headline": "Update go.mod",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T21:06:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "eb9c4e4c0149769797deb7d0e6474494d288ed7f",
          "body": null,
          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T19:02:37Z",
          "body_truncated": false,
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        {
          "oid": "158d50884d800c1a7ffd7feef8f85f39c3de512a",
          "body": null,
          "is_bot": false,
          "headline": "Update doc",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T19:01:42Z",
          "body_truncated": false,
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        {
          "oid": "8883e3f13be6e531eefae509db9b2ec9472221f0",
          "body": null,
          "is_bot": false,
          "headline": "Fix Bugs",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T19:00:07Z",
          "body_truncated": false,
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        },
        {
          "oid": "010f37aa9599954268c6c47a612ce28e54e95cb2",
          "body": null,
          "is_bot": false,
          "headline": "Update recognition.go",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T18:52:03Z",
          "body_truncated": false,
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        {
          "oid": "d447b291c9584ca926d9abbbf9f1a28bdd781831",
          "body": null,
          "is_bot": false,
          "headline": "Update detection.go",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T18:51:33Z",
          "body_truncated": false,
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        {
          "oid": "351e7e97db2fd4a8bb5e064e0e332b64fa519b0d",
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          "is_bot": false,
          "headline": "Update go.mod",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T18:48:57Z",
          "body_truncated": false,
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        {
          "oid": "7aee178972f75c1a12f242dcada434dbc5c053af",
          "body": null,
          "is_bot": false,
          "headline": "Fix Bugs",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T18:16:54Z",
          "body_truncated": false,
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        {
          "oid": "0b5b69ce9cb54c6000ae10a6121e99db8f4dbd14",
          "body": null,
          "is_bot": false,
          "headline": "Update recognizer.go",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T17:31:16Z",
          "body_truncated": false,
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        {
          "oid": "8d3963f2a9311e2770be77be4845a58e43b1f80d",
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          "is_bot": false,
          "headline": "First commit",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-02-29T21:21:45Z",
          "body_truncated": false,
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        },
        {
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          "headline": "First commit",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-02-29T21:17:02Z",
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          "is_bot": false,
          "headline": "First commit",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-02-29T21:13:58Z",
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        {
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          "is_bot": false,
          "headline": "First commit",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-02-29T21:12:55Z",
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          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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              "has_contributing": false,
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                "points": 0,
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        "name": "Sustainability & Governance",
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        "metrics": [
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                "name": "Bus factor",
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                "key": "openssf_scorecard_contributors",
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                "points": 0,
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            "notes": [
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                "code": "excluded_no_data",
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                "status": "excluded",
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                "max_points": 46.75
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                "key": "pr_acceptance",
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          },
          {
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            "notes": [
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                "code": "excluded_no_data",
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            "value": 47,
            "inputs": {
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              "account_age_days": 3459
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            "components": [
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                "status": "partial",
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                "key": "owner_reach",
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            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "ecosystems": "go",
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            "inputs": {
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                "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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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 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": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "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 5 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": 5
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 5,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "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": 5,
              "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
              }
            ]
          }
        ],
        "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": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 28,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.515,
              "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": "34 of 66 human commits state their intent (structured subject or explanatory body)",
                "points": 27.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 34,
                      "sampled": 66
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.044,
              "toolchain_manifests": [
                "examples/go.mod",
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.029
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "examples/go.mod, go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "examples/go.mod, 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": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "3 of the last 68 commits agent-authored or agent-credited",
                "points": 8.8,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 3,
                      "sampled": 68
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "2 of the last 68 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 2,
                      "sampled": 68
                    }
                  }
                ],
                "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": 12937,
              "source_files_sampled": 10,
              "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": "0/10 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 10,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-22T08:45:48.249276Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/leandroveronezi/go-recognizer.svg",
  "full_name": "leandroveronezi/go-recognizer",
  "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 v0.26.0 — full methodology · metrics wiki.

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