Public record
Software health reportschema 0.29.0 · metrics 2.5.0 · 2026-08-02 22:24 UTC

xSAVIKx / okf-skills

Open Knowledge format agentic skills

GoApache-2.0★ 29 stars⑂ 2 forkssince Jun 2026View on GitHub ↗

xSAVIKx/okf-skills holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Vitality (75/100) and lowest on Security (22/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

57
overall / 100
Moderate

Software health index

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

57
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

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

The weighted overall 55 is calibrated to 57 on the published index scale (record calibration 2026-08-02).

Ownership

Yurii SerhiichukPersonal account
58 followers124 public repossince Oct 2013@yuri-sergiichuk

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/xSAVIKx/okf-skills/okf-gov0.8.0-812 days ago
Gogithub.com/xSAVIKx/okf-skills/okf-mcpv0.8.0-812 days ago

Metrics by category

Vitality

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

75Good · 21% of overall
How it's scored
36/36Push recency — last push 1 days ago
3.5/36Commit cadence — 5/52 weeks with commits
18/18Commit volume — 129 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year129
human_commit_share0.93
days_since_last_push1
active_weeks_last_year5

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 72 releases published
36/36Release recency — latest release 12 days ago
27/27Release cadence — a release every ~0 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count72
latest_release_tagskills/okf-viz/v0.8.0
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases0
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?

45Weak · 17% of overall
How it's scored
23.5/60Stars — 29 stars
0/25Forks — 2 forks
0/15Watchers — 0 watchers
Inputs used
forks2
stars29
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno

Sustainability & Governance

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

56Moderate · 23% 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
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/42Issue resolution — no issues or no data
27.2/30PR acceptance — 39/43 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/23 approved changesets -- score normalized to 0
Inputs used
merged_prs39
open_issues0
closed_issues0
prs_merged_7d1
prs_decided_7d1
prs_merged_30d1
prs_decided_30d1
issue_closed_ratio
closed_unmerged_prs4
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, newcomer_pr_acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
12.7/25Owner reach — 58 followers of xSAVIKx
25/25Track record — 124 public repos, account ~12 yr old
Inputs used
followers58
owner_typeUser
is_verified
owner_loginxSAVIKx
public_repos124
account_age_days4,676
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on go
35/35Publish recency — latest publish 12 days ago
20/20Version history — 8 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/xSAVIKx/okf-skills/okf-go, github.com/xSAVIKx/okf-skills/okf-mcp
ecosystemsgo
any_deprecatedno
min_days_since_publish12

Engineering Quality

Are baseline engineering and documentation practices in place?

66Good · 19% of overall
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://xsavikx.github.io/okf-skills/
10/10Repository description
10/10Topics — 4 topics
0/10Wiki
Inputs used
topicsagentic-ai, okf, open-knowledge-format, skills
has_wikino
homepagehttps://xsavikx.github.io/okf-skills/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

22At Risk · 16% of overall
How it's scored
3/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.2/2.5CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/23 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 53 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate2.2
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.

AI Readiness

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

68Good · 4% of overall
How it's scored
45/45Agent instructions — AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 92 of 93 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.989
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes16,128
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsokf-go/go.mod, okf-mcp/go.mod, skills/okf-bigquery/go.mod, skills/okf-csv/go.mod, skills/okf-fs/go.mod, skills/okf-git/go.mod, skills/okf-graphql/go.mod, skills/okf-lint/go.mod, skills/okf-mongodb/go.mod, skills/okf-mysql/go.mod, skills/okf-openapi/go.mod, skills/okf-postgresql/go.mod, skills/okf-sqlite/go.mod, skills/okf-viz/go.mod, tests/go.mod, tools/scaffold/go.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/132 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes31,878
source_files_sampled132
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs
has_mcp_signalyes
api_schema_files

Key facts

29GitHub stars
1contributors
129commits, last 12 months
1days since last push
72releases
1bus factor
0open issues
Gopackage ecosystems

Data collection warnings

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

More detail

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

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

111222212026-072026-072026-07
OpenSSF Scorecard 2.2 / 10
2.2aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-02 22:24 UTC

4Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
9CI-Tests28 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/23 approved changesets -- score normalized to 0
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities53 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
Gogopkg.in/yaml.v3v3.0.1okf-go/go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.4.0okf-mcp/go.mod
Gogithub.com/xSAVIKx/okf-skills/okf-gov0.8.0okf-mcp/go.mod
All dependencies not collected

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

Raw JSON report machine-readable
{
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          "tag": "okf-mcp/v0.8.0",
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          "published_at": "2026-07-21T18:39:16Z"
        },
        {
          "tag": "okf-go/v0.8.0",
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        },
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          "tag": "skills/okf-viz/v0.7.0",
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          "published_at": "2026-06-28T10:07:19Z"
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          "tag": "skills/okf-git/v0.7.0",
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          "published_at": "2026-06-28T10:07:19Z"
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          "tag": "skills/okf-postgresql/v0.7.0",
          "kind": "other",
          "published_at": "2026-06-28T10:07:17Z"
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          "tag": "skills/okf-mysql/v0.7.0",
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          "published_at": "2026-06-28T10:07:16Z"
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          "tag": "skills/okf-sqlite/v0.7.0",
          "kind": "other",
          "published_at": "2026-06-28T10:07:15Z"
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        {
          "tag": "okf-mcp/v0.7.0",
          "kind": "other",
          "published_at": "2026-06-28T10:07:15Z"
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          "tag": "okf-go/v0.7.0",
          "kind": "other",
          "published_at": "2026-06-28T10:07:14Z"
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          "published_at": "2026-06-17T19:47:31Z"
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          "tag": "skills/okf-enrich/v0.3.0",
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          "published_at": "2026-06-17T19:47:30Z"
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          "tag": "skills/okf-viz/v0.6.0",
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          "published_at": "2026-06-17T19:47:29Z"
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          "published_at": "2026-06-17T19:47:28Z"
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          "tag": "okf-go/v0.6.0",
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          "published_at": "2026-06-17T19:47:22Z"
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          "tag": "skills/okf-producer-generator/v0.2.0",
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          "kind": "other",
          "published_at": "2026-06-16T19:06:02Z"
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        {
          "tag": "skills/okf-viz/v0.5.0",
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        {
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          "published_at": "2026-06-16T18:16:11Z"
        },
        {
          "tag": "skills/okf-sqlite/v0.4.0",
          "kind": "other",
          "published_at": "2026-06-16T18:16:10Z"
        },
        {
          "tag": "okf-mcp/v0.4.0",
          "kind": "other",
          "published_at": "2026-06-16T18:16:09Z"
        },
        {
          "tag": "okf-go/v0.4.0",
          "kind": "other",
          "published_at": "2026-06-16T18:16:08Z"
        },
        {
          "tag": "skills/okf-viz/v0.3.0",
          "kind": "other",
          "published_at": "2026-06-16T16:10:42Z"
        },
        {
          "tag": "skills/okf-git/v0.3.0",
          "kind": "other",
          "published_at": "2026-06-16T16:10:41Z"
        },
        {
          "tag": "skills/okf-fs/v0.3.0",
          "kind": "other",
          "published_at": "2026-06-16T16:10:40Z"
        },
        {
          "tag": "skills/okf-bigquery/v0.3.0",
          "kind": "other",
          "published_at": "2026-06-16T16:10:39Z"
        },
        {
          "tag": "skills/okf-postgresql/v0.3.0",
          "kind": "other",
          "published_at": "2026-06-16T16:10:38Z"
        },
        {
          "tag": "skills/okf-mysql/v0.3.0",
          "kind": "other",
          "published_at": "2026-06-16T16:10:37Z"
        },
        {
          "tag": "skills/okf-sqlite/v0.3.0",
          "kind": "other",
          "published_at": "2026-06-16T16:10:36Z"
        },
        {
          "tag": "okf-mcp/v0.3.0",
          "kind": "other",
          "published_at": "2026-06-16T16:10:35Z"
        },
        {
          "tag": "okf-go/v0.3.0",
          "kind": "other",
          "published_at": "2026-06-16T16:10:34Z"
        },
        {
          "tag": "skills/okf-viz/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T14:04:00Z"
        },
        {
          "tag": "skills/okf-git/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T14:03:59Z"
        },
        {
          "tag": "skills/okf-fs/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T14:03:58Z"
        },
        {
          "tag": "skills/okf-bigquery/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T14:03:57Z"
        },
        {
          "tag": "skills/okf-postgresql/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T14:03:55Z"
        },
        {
          "tag": "skills/okf-mysql/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T14:03:54Z"
        },
        {
          "tag": "skills/okf-sqlite/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T14:03:53Z"
        },
        {
          "tag": "okf-mcp/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T14:03:52Z"
        },
        {
          "tag": "okf-go/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T14:03:51Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "d48dc48d6459f09e996745891a70f09fbb58a473",
          "body": "* docs: promote npx install, rename install script, link official OKF spec\n\n- README leads the Get-started CTA with `npx skills add xSAVIKx/okf-skills`\n  (the skills.sh registry) as the quickest install.\n- Rename the build/install script `skills.sh` → `install.sh` to avoid confusion\n  with the skill\n[…]\nch and okf-producer-generator guidance for OKF v0.2\n\n* docs(skills): enhance okf-reader guidance for OKF v0.2 Attested Computations, trust tiers, and staleness\n\n* style: format all Go files with gofmt",
          "is_bot": false,
          "headline": "feat: align core library, skills, and tests with OKF Spec v0.2 (#44)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-08-01T18:16:45Z",
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        },
        {
          "oid": "74176c4200b37ac0ea9486ead48905dcd7c70210",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#37)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-21T18:39:04Z",
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          "is_coding_agent": false
        },
        {
          "oid": "997ac31bfc3de67041a692782e0735bcc796d94e",
          "body": "okf-graphql documents a GraphQL schema (SDL) as an OKF bundle: one concept per\nuser-defined type (object/input/interface/enum/union) and per root operation\n(query/mutation/subscription field), with fields and operations linked to the types\nthey reference as native relationship edges. Fourth connecto\n[…]\nCI vet, MCP schema-contract test, release-please (auto). Unit tests\n  (extraction incl. enum/union/operations + cross-links) + integration test (produce\n  -> relationships -> enrich -> ingest --sync).",
          "is_bot": false,
          "headline": "feat(okf-graphql): add GraphQL SDL connector (#42)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T15:01:55Z",
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        {
          "oid": "a29f878ae3036d1325c99b7bf9f3ef41349bf42b",
          "body": "…s (#41)\n\nCloses the gaps surfaced while scaffolding okf-csv/openapi/mongodb (each needed manual\npatching):\n\n- Copied CHANGELOG.md is reset to a bare \"# Changelog\" header instead of inheriting\n  the reference connector's version history.\n- New skills are now wired into release-please-config.json (pa\n[…]\ne), since scaffold can't know\n  which are relevant.\n\nNew unit tests cover both release-please editors (insert + idempotency + missing\nanchor). Verified end-to-end by scaffolding a throwaway connector.",
          "is_bot": false,
          "headline": "feat(scaffold): reset CHANGELOG and wire release-please for new skill…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T14:45:59Z",
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        },
        {
          "oid": "a44c6360a7daaf0cd3f357ff1124672665705009",
          "body": "* feat(okf-mongodb): add MongoDB connector (document sampling)\n\nokf-mongodb documents a MongoDB database as an OKF bundle by sampling documents from\neach collection to infer a top-level field schema (Name | Type | Presence), emitting\none MongoDB Collection concept per collection. Third of the roadma\n[…]\nps when MongoDB is down). Reset the\n  scaffold-copied CHANGELOG and removed the inapplicable sqlite source files.\n\n* fix(okf-mongodb): join mixed-type union with ' / ' to avoid markdown pipe collision",
          "is_bot": false,
          "headline": "feat(okf-mongodb): add MongoDB connector via document sampling (#40)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T14:36:20Z",
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          "is_coding_agent": false
        },
        {
          "oid": "91fa5f2180fa337b22af675188da5715f2e94023",
          "body": "okf-openapi documents an OpenAPI 3.x or Swagger 2.0 spec (JSON or YAML) as an OKF\nbundle: one API Endpoint concept per operation (with parameter/response tables) and\none Schema concept per component schema (with a # Columns property table), linking\nendpoints and schemas to the schemas they reference\n[…]\ntract test, release-please\n  config/manifest (0.1.0). Reset the scaffold-copied CHANGELOG. Unit tests\n  (extraction, slugify, refName) + integration test (produce -> relationships ->\n  ingest --sync).",
          "is_bot": false,
          "headline": "feat(okf-openapi): add OpenAPI/Swagger connector (#39)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T14:19:25Z",
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          "is_coding_agent": false
        },
        {
          "oid": "0cbba52a2e6acaedc9112a95c40d3d6695e7941b",
          "body": "…#38)\n\nokf-csv documents a directory of CSV files as an OKF bundle — one CSV File concept\nper file under tables/ — with column types inferred by sampling, an optional data\nprofile and sample rows, and description sync to a .okf-metadata.yaml sidecar. First\nof the roadmap connector wave; bootstrapped\n[…]\nt, MCP schema-contract test, release-please\n  config/manifest. Unit tests (inference/profile/path mapping) + an integration test\n  (produce -> lint -> enrich -> ingest --sync -> re-produce preserves).",
          "is_bot": false,
          "headline": "feat(okf-csv): add CSV connector (inferred schema + profile + sync) (…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T13:28:58Z",
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        },
        {
          "oid": "fb7deb4c3fe00bfc69cf7eddca4c2f9f32041102",
          "body": "…anner (#36)\n\nokf-lint is a consumer skill (lint + schema) that validates an OKF bundle for spec\nconformance and enrichment coverage and gates CI via its exit code, complementing\nskills-ref validate (which only checks SKILL.md frontmatter).\n\n- New shared scanner okf-go/ScanBundle: spec conformance (\n[…]\nunit-tested function.\n- Wired into go.work, Makefile, install.sh, skills.sh.json (new Validation group),\n  README, AGENTS, the CI vet loop, and the MCP schema-contract + a new lint\n  integration test.",
          "is_bot": false,
          "headline": "feat(okf-lint): add deterministic bundle validator + shared okf-go sc…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T11:54:02Z",
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          "is_coding_agent": false
        },
        {
          "oid": "f2a330f1e6441335ec60be938a33636f045ee46c",
          "body": "* feat(scaffold): add okf-scaffold connector generator\n\nA one-shot Go tool (tools/scaffold, stdlib-only, run via `make scaffold`) that\ngenerates a green-building, fully-registered skeleton for a new okf-<name>\nconnector skill, codifying the okf-producer-generator registration checklist.\n\n- Copies th\n[…]\ny, missing-anchor error)\nand the rewrite pass. Verified end-to-end by scaffolding a throwaway okf-csv\n(builds + tests green, all six files wired) and reverting.\n\n* ci: run tools/scaffold vet and tests",
          "is_bot": false,
          "headline": "feat(scaffold): add okf-scaffold connector generator (#35)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T11:34:27Z",
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        },
        {
          "oid": "ba8e32bbca9aa27552ca6ee718b8a7a681a5fdbf",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#33)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-28T10:07:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f53c7dc7ebc0475b69d81f1430170793d82e56cf",
          "body": "…ion (#34)\n\n* feat: incremental produce with structural hashing and change log\n\nMake the produce -> enrich -> ingest loop safe to re-run. Add to okf-go:\n\n- Frontmatter.content_hash plus ConceptStructuralHash, a body-only SHA-256\n  that ignores description/timestamp/content_hash so it is stable acros\n[…]\neighbors, Enter to select).\n\nSingle-bundle output is unchanged; new modes are explicit flags. Verified in-browser:\ndiff colors added/changed/removed correctly, PNG export yields a data URL, no errors.",
          "is_bot": false,
          "headline": "feat(okf-viz): scale, navigation, data-aware reader & output/integrat…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T09:45:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1d528b390ad44a6a70cdabf87d4e5d47123642a2",
          "body": "* feat: incremental produce with structural hashing and change log\n\nMake the produce -> enrich -> ingest loop safe to re-run. Add to okf-go:\n\n- Frontmatter.content_hash plus ConceptStructuralHash, a body-only SHA-256\n  that ignores description/timestamp/content_hash so it is stable across runs.\n- Me\n[…]\n\nnode (multi-line label with PK/FK markers) and FK edges drawn crow's-foot and\nlabeled with the FK column; non-tabular concepts stay as normal nodes, so the\ntoggle is inert for okf-fs/okf-git bundles.",
          "is_bot": false,
          "headline": "feat(okf-viz): add ER / schema mode for tabular bundles (#15)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-28T09:18:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6fd6b098747f340dcd0d044f4b6a1bdea2e5199a",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#30)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-17T19:47:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78e18309e77a819e8143699ef6bb36a79892875f",
          "body": "…pec (#32)\n\n- README leads the Get-started CTA with `npx skills add xSAVIKx/okf-skills`\n  (the skills.sh registry) as the quickest install.\n- Rename the build/install script `skills.sh` → `install.sh` to avoid confusion\n  with the skills.sh registry/website, and update every reference (README,\n  AGE\n[…]\nskills.sh website links are intentionally unchanged.\n- Point the README's \"Open Knowledge Format\" links at the official spec\n  (GoogleCloudPlatform/knowledge-catalog/okf) instead of the vendored copy.",
          "is_bot": false,
          "headline": "docs: promote npx install, rename install script, link official OKF s…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-17T19:34:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7288f655acef7d813679277465d945fea3d115fb",
          "body": "Restructure the top of the README around the reader who wants to install and\nuse the skills:\n- A one-line value proposition and a \"Why OKF?\" section explaining what the\n  skills turn data structure into and why it's useful.\n- A \"Get started\" CTA at the very top: install (skills.sh or go install),\n  \n[…]\n\n  Cursor/Codex/Windsurf via MCP config), and a plain-language + CLI first use.\n- Refresh the @v0.1.0 install snippets to @latest.\n\nThe detailed reference sections are preserved below the quick start.",
          "is_bot": false,
          "headline": "docs: lead README with why + get-started call-to-action (#31)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-17T19:13:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "72334ea0d03cfec0c75a3b46fc3eb98333a21b83",
          "body": "* feat(okf-viz): typed, semantic edges\n\nCarry a Relation through Edge (references / joins-with / see-also / co-changes),\nderived in links.go from the section a link sits under (# Relationships, # Joins,\n# Related Files, # See also) or an explicit [fk]/[references] link-text\nannotation. Edges sort by\n[…]\ntested.\n- TestEdgeOrderDeterministic's comparator now includes Relation, matching the\n  (Kind, Relation, Source, Target) sort in addCrossLinks so a Relation-ordering\n  regression can't pass unnoticed.",
          "is_bot": false,
          "headline": "feat(okf-viz): typed, semantic edges (#14)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T20:24:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9690da252f087d1a3385f6e5e9f7e1130b27f936",
          "body": "* feat: incremental produce with structural hashing and change log\n\nMake the produce -> enrich -> ingest loop safe to re-run. Add to okf-go:\n\n- Frontmatter.content_hash plus ConceptStructuralHash, a body-only SHA-256\n  that ignores description/timestamp/content_hash so it is stable across runs.\n- Me\n[…]\nSQL/file/git\nconcept shapes. No binary, no embedded model — the agent runs the judge with its\nown model. Homed under the skill (docs/ is gitignored) so it ships with okf-enrich.\nSKILL.md points to it.",
          "is_bot": false,
          "headline": "feat(okf-enrich): LLM-as-judge enrichment eval harness (#13)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T20:06:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d853336be4656d10f5d16b39e188b5f2d437c77",
          "body": "* feat: deterministic enrichment coverage report\n\nAdd okf-go.IsPlaceholderDescription with an anchored catalog of every connector's\nplaceholder description, so 'not yet enriched' is detected precisely. Add an\nokf-viz 'coverage' command (read-only, no LLM) that reports % non-placeholder\ndescriptions,\n[…]\ned concepts ordered by graph degree (most-referenced first),\n  ties broken by id. Exposed in JSON (enrich_first) and the text report.\n- Tests: rank assertion + a regression test for a \"---\" data cell.",
          "is_bot": false,
          "headline": "feat: deterministic enrichment coverage report (#12)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T19:36:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "84e04d052e9ed4f01c7e3569526069d0b530b585",
          "body": "Extend the enrichment procedure beyond the description: gloss each connector-\nemitted FK/relationship edge with grounded cardinality (never fabricating an\nedge), and suggest conservative tags (pii from semantic-type + name evidence,\njoin-table from structure). Both are surgical, idempotent, union-only edits —\nno Go change, no embedded model, no schema/flag change.",
          "is_bot": false,
          "headline": "docs(okf-enrich): relationship-prose and tag-suggestion guidance (#11)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T19:24:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7dd2e274a0c2b9088480e7be51d9f1327e4673cd",
          "body": "…r (#10)\n\nDocument four strategies in okf-enrich/SKILL.md that make each enrichment token\ncount and turn re-enrichment from O(bundle) into O(changes): triage by graph\ndegree / FK refs / row count, glossary reuse via a root .okf-glossary.yaml,\nper-directory batching, and idempotency markers.\n\nAdd Fro\n[…]\nfield that survives produce — MergeConcept\ncarries it over on a structural change so the concept correctly reads as stale\nand re-enters the enrichment candidate set. No embedded LLM; no runner binary.",
          "is_bot": false,
          "headline": "feat: enrichment cost & consistency guidance + enriched_against marke…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T19:16:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d021c59cccd18c2d93606754036c29184b7eee49",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#29)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-16T19:05:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21580cdfd3f207973e545c0179a6478c393de5e0",
          "body": "…sion, manifest (#28)\n\nThe Go modules were versioned by release-please while every SKILL.md stayed at\n0.1.0, okf-mcp reported a hardcoded 0.1.0, and built binaries carried no version.\nMake SKILL.md metadata.version the single source of truth and derive everything\nfrom it.\n\n- All 7 connectors + okf-m\n[…]\nworks; the Linux\ndryrun confirms sync-intra-deps re-pins, refreshes go.sum, syncs 8 SKILL.md\nversions, and builds standalone; verify-release installs the Go skills and skips\nthe instruction-only ones.",
          "is_bot": false,
          "headline": "feat: skill version traceability — SKILL.md as source of truth, --ver…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T18:51:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9a216bea0ff2830e6dbca60c57a987312e51db3e",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#27)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-16T18:15:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "534327ad57f382bb5e29f12d7c969598212b5762",
          "body": "* feat: richer deterministic grounding — semantic types & value sets\n\nTurn judgment the enrichment LLM had to make into facts it can restate. Add to\nokf-go: DetectSemanticType (pure, conservative regex/heuristics for email, uuid,\niso-timestamp, monetary, boolean by majority match) and ClassifyColumn\n[…]\nample is\ndeterministic, and extend TestSQLiteRicherGrounding to re-produce on the\nunchanged DB and assert the profile is byte-identical. Verified byte-stable\nagainst real MySQL and PostgreSQL as well.",
          "is_bot": false,
          "headline": "feat: richer deterministic grounding — semantic types & value sets (#9)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T16:20:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0035c6bdf4d5aa8ebb35a9608dbd6e52f2a37d21",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#24)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-16T16:10:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a616ce664d3f5cc69ec76ee69382c1c0336827ec",
          "body": "The release-please PR fails all CI jobs with \"unknown revision\nokf-go/vNEW\": sync-intra-deps.sh bumps every consumer's `require okf-go`\nto the lockstep release version, but the okf-go/vNEW tag is only created\nwhen the PR merges. go.work does not hide this — even in workspace mode\nGo still selects ok\n[…]\nssed resolution sync-intra-deps.sh already uses —\nso the workspace build resolves okf-go from the working tree. On every\nother branch the pinned version is already published and the script is a\nno-op.",
          "is_bot": false,
          "headline": "ci(release): resolve unpublished okf-go pin in workspace-mode CI (#26)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T15:56:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "42e3ca196549143f6c82dd86a9995c89dc58cd70",
          "body": "Extend the shared okf-go profiling layer and all four SQL connectors with\ncheap, high-value structural signals:\n\n- okf-go: Constraint/Index/TableStats types + RenderConstraintsSection,\n  RenderIndexesSection, RenderStatsSection, RenderViewDefinition (all sorted /\n  deterministic, empty-safe).\n- Conn\n[…]\n, tolerant of missing FK/constraint views.\n\ningest still parses # Columns in isolation; output stays byte-stable; no LLM and\nno CGO. okf-mcp untouched (the new --stats flag self-describes via schema).",
          "is_bot": false,
          "headline": "feat: SQL metadata upgrades — constraints, indexes, views, stats (#25)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T15:46:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eee941b0dbf71dd4f8d0c3553c20a38c22c1d9e2",
          "body": "* feat: incremental produce with structural hashing and change log\n\nMake the produce -> enrich -> ingest loop safe to re-run. Add to okf-go:\n\n- Frontmatter.content_hash plus ConceptStructuralHash, a body-only SHA-256\n  that ignores description/timestamp/content_hash so it is stable across runs.\n- Me\n[…]\npend a Creation/\nUpdate log entry otherwise. No new flags (schema contract unchanged); no LLM in\nthe produce path.\n\n* fix(okf-git): treat AppendLogEntry failure as fatal, matching the other connectors",
          "is_bot": false,
          "headline": "feat: incremental produce with structural hashing and change log (#7)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T15:19:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f05464b698063f43e61158cc1c6e4ff41cbada6a",
          "body": "* chore: release master\n\n* chore: sync okf-go pins + go.sum for release\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: release master (#23)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-16T14:03:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd59b16d2059c535bd54ebf9c9502baaff43ea05",
          "body": "sync-intra-deps.sh now builds every consumer with GOWORK=off against the local\nokf-go tag after bumping pins, so the sync-pins job fails the release run if the\nsynced go.mod/go.sum don't actually compile standalone. This is the pre-merge\ncheck the release PR otherwise lacks: its commits are GITHUB_T\n[…]\nverify-install remains the post-merge backstop against the real tags.\n\nValidated on Linux via dryrun-pin-sync.sh: all 8 consumers re-pin, refresh\ngo.sum, and build standalone against the unpushed tag.",
          "is_bot": false,
          "headline": "ci(release): verify release PR builds standalone before merge (#22)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T13:57:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9aa976b5f7a71e5933915a7adf522f1d65d9420b",
          "body": "…e (#20)\n\n* ci(release): verify standalone installability + document lockstep dep strategy\n\nAdd a post-release verify-install gate that reproduces an end user's\n`go install <module>@vX` outside the go.work workspace, catching a stale\nintra-repo okf-go pin or go.sum that the workspace hides during no\n[…]\ndocument sync-pins as the implemented mechanism.\n\n* ci(release): fall back to default release-please branch name in sync-pins\n\n* ci(release): enforce lockstep via release-please linked-versions plugin",
          "is_bot": false,
          "headline": "ci(release): lockstep okf-go pin/go.sum sync + standalone-install gat…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T13:48:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2c5c15bbb5925a29e513163f591557f36d271d1f",
          "body": "* feat: deterministic relationship extraction across connectors\n\nAdd a shared okf.Relationship type with RenderRelationshipsSection and\nAppendRelationshipsSection helpers in okf-go, plus an opt-in --relationships\nflag on every connector that has structural edges to give:\n\n- SQL connectors (sqlite, m\n[…]\nons.\n- tests: composite-FK integration fixtures + assertions for SQLite/MySQL/\n  PostgreSQL, and a negative co-change assertion for okf-git (a file\n  committed alone emits no \"Related Files\" section).",
          "is_bot": false,
          "headline": "feat: deterministic relationship extraction across connectors (#6)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-16T13:45:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3b66bd127ecf0e437bae4e711ddce43031305fb4",
          "body": "gemini --include-directories validates the path at startup, but the bundle is\ncreated by okf-fs (run inside the agent session) -> \"Directory does not exist\".\nmkdir -p \"$BUNDLE\" before launch so the empty dir validates; the agent then\nproduces into it.",
          "is_bot": false,
          "headline": "ci: create bundle dir before launching gemini (#5)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T19:38:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb0e485957c269785a7db5b96c00172837ff5796",
          "body": "The Antigravity CLI (agy) ignores API-key env vars and requires interactive\nGoogle OAuth, so in CI it printed a login URL and timed out (the fallback still\npublished). Migrate the self-test/enrichment to the Gemini CLI, which\nauthenticates non-interactively with GEMINI_API_KEY — matching the origina\n[…]\nes $BUNDLE` (flags verified against gemini --help v0.45 and\n  smoke-tested locally).\n- Deterministic fallback and the .okf-metadata.yaml rolling cache are unchanged;\n  the site still always publishes.",
          "is_bot": false,
          "headline": "ci: migrate agy self-test to the Gemini CLI (GEMINI_KEY auth) (#4)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T19:35:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8bde7519d2b23b83133092da2b3e90de9b1afd1f",
          "body": "* ci: fix agy install flag and silence Node 20 deprecation\n\nThe first master run failed because install.sh rejected `--skip-path\n--skip-aliases` (\"Unknown parameter\"); the script only supports `-d/--dir`.\nInstall with `--dir \"$HOME/.local/bin\"`, pinning agy to the cached path.\n\nAlso set FORCE_JAVASC\n[…]\nplugin.json, so our\nskills are not discovered that way. The agent reads our okf-enrich guidance\ndirectly from skills/okf-enrich/SKILL.md in the repo workspace, and the prompt\nreferences it explicitly.",
          "is_bot": false,
          "headline": "ci: fix agy install + headless flags, silence Node 20 deprecation (#3)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T18:46:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a839ffee010996db2c73d742cc4804b88784345d",
          "body": "…LI (#2)\n\n* chore: update ignores\n\n* ci: publish OKF catalog to GitHub Pages on push to master\n\nAdd a `pages.yml` workflow that regenerates the repository's OKF bundle with\nokf-fs and publishes an okf-viz HTML catalog to GitHub Pages on every push to\nmaster (plus manual dispatch).\n\nCost-minimizing d\n[…]\nte.\n- Drop the unused GEMINI_MODEL env wiring.\n- Install agy with --skip-path --skip-aliases (no profile edits needed in CI)\n  and rm -rf the global skills dir before re-copying (safe with the cache).",
          "is_bot": false,
          "headline": "ci: publish OKF catalog to Pages + self-test skills via Antigravity C…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T18:30:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "597e30a0aa81d34cfb2341d5c717b673377d4bcc",
          "body": null,
          "is_bot": false,
          "headline": "docs: add CONTRIBUTING guide for the PR-based workflow (#1)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T16:35:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4bd30d65ad332baf1016c76a01c591105e17a82",
          "body": "…release-please v5, semantic-pr v6)",
          "is_bot": false,
          "headline": "ci: bump actions to Node-24-native majors (checkout v6, setup-go v6, …",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T16:21:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "495b9ac6ffc9c96a41a440f44a47a5bdf50e1b2d",
          "body": "Adds the full CI/CD pipeline for the monorepo:\n\n- ci.yml — gofmt, go vet, per-module build + unit tests, and the Docker-backed\n  integration suite (MySQL/PostgreSQL as service containers, SQLite/FS/Git\n  always) on every PR and master push.\n- release.yml — release-please (manifest mode, release-type\n[…]\nles pinned at 0.1.0 with pre-1.0 bump semantics.\n- RELEASING.md + README section documenting the flow and one-time repo setup.\n\nAlso gofmt-cleans five pre-existing files so the new format gate passes.",
          "is_bot": false,
          "headline": "ci: add build verification and conventional-commit release automation",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T16:17:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9dd8fd875cefe54a4aedd2a5e96fca5d3285fb57",
          "body": "…mers\n\nWith the local `replace` gone, each skill/okf-mcp module must carry the full\nchecksum set for its own module graph (previously satisfied by the workspace\ngo.work.sum). Adds the okf-go v0.1.0 hashes plus the transitive go.mod hashes so\n`go install github.com/xSAVIKx/okf-skills/skills/<name>@v0.1.0` succeeds outside\nthe workspace. Verified by building every module with GOWORK=off.",
          "is_bot": false,
          "headline": "build: complete go.sum for standalone installs of okf-go v0.1.0 consu…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T15:53:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e64fe1adcea1f944ffede2d65ac3841d555af9be",
          "body": "Give each connector and okf-mcp a full, publishable module path\n(github.com/xSAVIKx/okf-skills/skills/okf-<name>) instead of a bare name,\nrequire the shared library at its published version (okf-go v0.1.0), and drop\nthe per-module `replace ... => ../../okf-go` directive. Local development still\nreso\n[…]\nstead of failing on a missing relative path.\n\nUpdate SKILL.md/README install instructions to lead with `go install`, and fix\nthe producer-generator guide and AGENTS.md to teach the no-replace pattern.",
          "is_bot": false,
          "headline": "build: publish okf-go v0.1.0 and make every skill go-installable",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T15:47:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "124b14d702d134c403083db7bca7a30db4c2e02e",
          "body": "The module path, imports, and replace directives referenced the\nnon-existent owner `savikne`. Point them at the actual public repo\n`github.com/xSAVIKx/okf-skills`. Local-path replace directives are\npreserved (go.work pattern; okf-go is untagged).",
          "is_bot": false,
          "headline": "fix: correct Go module path to github.com/xSAVIKx/okf-skills",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T15:10:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6def73f8895007bb177c3a38f2c46e2b89dce56b",
          "body": "Drop the `-registry` suffix so the name is `okf-skills` / \"OKF Skills\":\n\n- Go module paths: github.com/savikne/okf-skills-registry/okf-go ->\n  github.com/savikne/okf-skills/okf-go across every go.mod, import, and\n  replace directive (build, go vet, and tests all pass).\n- Repo name, clone URLs, and d\n[…]\ner path in debug info only.\n\nAlso adds previously-untracked content: docs/ (case study, codelab,\nMedium post, design specs/plans), future-dev.md, .okf-metadata.yaml,\n.okfignore, and the article image.",
          "is_bot": false,
          "headline": "refactor: rename project from okf-skills-registry to okf-skills",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T14:46:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d91fcf6d48f434bfa73f468767bf918b3e3940b8",
          "body": "… overclaims\n\nokf-viz is merged, so the docs now describe it: README intro mentions visualizing\nand no longer claims every skill is a binary; AGENTS scopes the produce/ingest/\nschema subcommands to the connectors (okf-viz is a render/schema consumer; the\nguidance skills ship no binary).",
          "is_bot": false,
          "headline": "docs: reflect okf-viz as a consumer/visualizer; fix binary/subcommand…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T11:58:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e23e185b9812ac039817827dbc4036193844b9a",
          "body": "The three panes were a fixed 3-track CSS grid, and the toggles hid a pane with\ndisplay:none. A display:none grid item is dropped from auto-placement, so the\nremaining panes shifted into the wrong tracks: hiding the navigator collapsed\nthe graph to 0 width (it slid into nav's 0px track) and ballooned\n[…]\nthe reader fill when the graph is collapsed (focused-reader view).\n\nVerified in-browser: hide-nav now grows the graph (was 0), hide-nav+reader fills\nthe graph, hide-graph fills the reader (was ~25px).",
          "is_bot": false,
          "headline": "fix(okf-viz): pane toggles — switch panes from CSS grid to flexbox",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T10:29:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6807b83a19bc19b9da1defebed8f6ef2a2ce4641",
          "body": "- Sort m.Edges by (Kind, Source, Target) at end of addCrossLinks so\n  map-iteration order no longer produces byte-different index.html across\n  runs; adds regression test TestEdgeOrderDeterministic (would fail\n  without sort.Slice) using the two-link-source fixture (customers<->orders).\n- Thread Emi\n[…]\n(default \"en\").\n- Remove stale \"Task 8\" references: reword cdn.go comment and render.go\n  error string to be task-agnostic.\n- Run gofmt -w on model.go (whitespace alignment fix); gofmt -l . now clean.",
          "is_bot": false,
          "headline": "fix(okf-viz): deterministic edge ordering, real --lang, cleanup",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T10:01:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6932cb37dcaad7c54af78e1b13d843572619f8da",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): SKILL.md + register in build, manifest, and docs",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:51:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c88373aef878d24b0670bc8a32759ec9fcf6d71",
          "body": null,
          "is_bot": false,
          "headline": "test(okf-viz): integration render test + schema-contract coverage",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:48:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ef82d8dccfefe00c7adfda4904704658637234a",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): vendor pinned graph libs + SRI for CDN/offline modes",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:41:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a864b2651590af66e77df397d2fa354d209e11f",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): emit self-contained HTML and implement the render command",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:33:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8469caafcb89b2b89c2d61bacedf03928f58eedf",
          "body": "The Go link resolver uses path.Clean, but the JS resolveHref only handled ./;\na ../sibling.md link clicked in the reader would resolve wrong. Normalize\n. and .. path segments to match the Go side.",
          "is_bot": false,
          "headline": "fix(okf-viz): normalize ./ and ../ in reader-pane link resolution",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:29:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b164a732f94b6dfec0804c2d00c6e12268b316a",
          "body": "…ayouts)",
          "is_bot": false,
          "headline": "feat(okf-viz): add page shell, themed CSS, and the Cytoscape app (7 l…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:24:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dcd51f10be2c9e1ec50319d3ea5ba0d5355b1bb4",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): render concept Markdown to HTML and build the docs map",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:22:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40e849d049016a8435567e5f54006d2b43c4c4b8",
          "body": "A concept body that links the same target more than once produced duplicate\ncrosslink edges. The viewer builds edge element IDs as source|target|kind, so\nduplicates would crash Cytoscape (duplicate id) and double-count node degree.\nSkip already-seen (source,target) crosslinks. The linked fixture now links\ncustomers twice, turning TestCrossLinks' found==1 into a dedup guard.",
          "is_bot": false,
          "headline": "fix(okf-viz): dedupe crosslink edges so repeated links don't collide",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:20:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac05fe56a1d1bc2e6d8f55103f802d2a69392a3e",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): parse cross-link edges and compute node degree",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:14:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33c931e5d890d82897f786e83ceadbac118b3c0f",
          "body": "…ainment edges",
          "is_bot": false,
          "headline": "feat(okf-viz): build graph model with concept/dir/root nodes and cont…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:08:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b56c116efdb81b5acb1e21ffd199aac924562138",
          "body": null,
          "is_bot": false,
          "headline": "feat(okf-viz): add schema self-description",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:06:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "759a70d5a7cd6d1bece412bde513f0f19f19dcca",
          "body": "Adds schema.go stub (returns okf.SkillSchema{Name:\"okf-viz\"}) to keep the\nbuild green; Task 2 replaces it with the full self-description + test.",
          "is_bot": false,
          "headline": "feat(okf-viz): scaffold module and command router",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-14T09:03:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15801845882b22c28deb36d4392cd79657d09fc0",
          "body": "OKF bundle layout is producer-defined, so the reader must not assume any\nfixed structure. Key the guidance off the spec's universal pieces\n(frontmatter type, index.md, links, resource) instead of a SQL shape.\n\n- Routing (rule 2): drop the hardcoded tables/ assumption; resolve concepts\n  from index.m\n[…]\nationships (rule 5): follow cross-links when present; tolerate their\n  absence (filesystem/git bundles have none).\n- New rule 6: read a source-side .okf-metadata.yaml as a path->description\n  catalog.",
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          "is_bot": false,
          "headline": "feat(skills): add okf-producer-generator authoring skill",
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        },
        {
          "oid": "a5ead72fad5f45dd9e82f1b7a4f23e4304d8f630",
          "body": "parseColumnsFromMarkdown scanned the entire concept body and treated every\nmarkdown table row as a schema column, filtering only \"---\" and lines\ncontaining \"type\". For bundles produced with --profile/--sample, the\n## Data Profile and ## Sample tables were misread as schema: verify printed\nbogus \"mis\n[…]\nf-git are unaffected\n(they do not parse a column table).\n\nAdd regression tests for GetSectionAny and for each connector's parser\n(feeding a profile+sample body and asserting only real schema columns).",
          "is_bot": false,
          "headline": "fix(connectors): scope ingest column parsing to the # Columns section",
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          "is_bot": false,
          "headline": "feat(skills): agentskills.io-compliant frontmatter, skills.sh manifes…",
          "author_name": "Yurii Serhiichuk",
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          "author_name": "Yurii Serhiichuk",
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          "headline": "feat(okf-enrich): scaffold module and add to workspace",
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          "author_name": "Yurii Serhiichuk",
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          "is_bot": false,
          "headline": "feat(okf-mcp): register discovered skills as MCP tools over stdio",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:59:58Z",
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          "body": null,
          "is_bot": false,
          "headline": "feat(okf-mcp): discover okf-* skills and load their schema",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:56:46Z",
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        },
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          "is_bot": false,
          "headline": "feat(okf-mcp): translate tool arguments into CLI argv and secret env",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:54:57Z",
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          "is_bot": false,
          "headline": "feat(okf-mcp): tool naming and JSON-schema generation from skill schema",
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          "headline": "docs(okf-bigquery): correct profileTable comment (one query per column)",
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        },
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          "is_bot": false,
          "headline": "feat(okf-bigquery): embed optional data profile and sample sections i…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:31:27Z",
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          "is_bot": false,
          "headline": "feat(okf-postgresql): embed optional data profile and sample sections…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:30:38Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "is_bot": false,
          "headline": "feat(okf-mysql): embed optional data profile and sample sections in p…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:29:54Z",
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          "is_coding_agent": false
        },
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          "oid": "4f4309e9574aec096d8998870e0d547939be9e34",
          "body": "…produce",
          "is_bot": false,
          "headline": "feat(okf-sqlite): embed optional data profile and sample sections in …",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:27:00Z",
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          "is_bot": false,
          "headline": "feat(okf-git): add schema self-description subcommand",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:24:06Z",
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        },
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          "headline": "feat(okf-fs): add schema self-description subcommand",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:23:18Z",
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          "is_bot": false,
          "headline": "feat(okf-postgresql): add schema subcommand and PGPASSWORD env fallback",
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          "committed_at": "2026-06-13T13:20:18Z",
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          "headline": "feat(okf-mysql): add schema subcommand and MYSQL_PASSWORD env fallback",
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          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:18:03Z",
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          "author_login": "xSAVIKx",
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          "headline": "feat(okf-go): add skill self-description schema types",
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          "headline": "fix(okf-go): pad sample rows to header width, guard empty headers, co…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
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                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "merged_prs": 39,
              "open_issues": 0,
              "closed_issues": 0,
              "prs_merged_7d": 1,
              "prs_decided_7d": 1,
              "prs_merged_30d": 1,
              "prs_decided_30d": 1,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 4,
              "first_time_authors_30d": 0,
              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "39/43 decided PRs merged",
                "points": 27.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 39,
                      "decided": 43
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/23 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "followers": 58,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "xSAVIKx",
              "public_repos": 124,
              "account_age_days": 4676
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "58 followers of xSAVIKx",
                "points": 12.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 58,
                      "login": "xSAVIKx"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "124 public repos, account ~12 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 124
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/xSAVIKx/okf-skills/okf-go",
                "github.com/xSAVIKx/okf-skills/okf-mcp"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 12
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "go"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 12 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "8 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 66,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "28 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [
                "agentic-ai",
                "okf",
                "open-knowledge-format",
                "skills"
              ],
              "has_wiki": false,
              "homepage": "https://xsavikx.github.io/okf-skills/",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://xsavikx.github.io/okf-skills/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 22,
        "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": 22,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 2.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "28 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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 0/23 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "53 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "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": 68,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.989,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 16128
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
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                  }
                ],
                "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": "92 of 93 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 92,
                      "sampled": 93
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
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              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
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              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
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                "okf-mcp/go.mod",
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                "skills/okf-csv/go.mod",
                "skills/okf-fs/go.mod",
                "skills/okf-git/go.mod",
                "skills/okf-graphql/go.mod",
                "skills/okf-lint/go.mod",
                "skills/okf-mongodb/go.mod",
                "skills/okf-mysql/go.mod",
                "skills/okf-openapi/go.mod",
                "skills/okf-postgresql/go.mod",
                "skills/okf-sqlite/go.mod",
                "skills/okf-viz/go.mod",
                "tests/go.mod",
                "tools/scaffold/go.mod"
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              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                  }
                ],
                "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": {
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 31878,
              "source_files_sampled": 132,
              "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": "0/132 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 132,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "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": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [],
      "labels": [],
      "scores": {
        "library": 3,
        "mcp-server": 3
      },
      "primary": null,
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-02T22:24:26.510685Z",
  "schema_version": "0.29.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/x/xSAVIKx/okf-skills.svg",
  "full_name": "xSAVIKx/okf-skills",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.5.0, schema v0.29.0 — full methodology · metrics wiki.

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