Öffentliches Register
Software-GesundheitsberichtSchema 0.29.0 · Metriken 2.5.0 · 2026-08-02 22:24 UTC

xSAVIKx / okf-skills

Open Knowledge format agentic skills

GoApache-2.0★ 29 Sterne⑂ 2 Forksseit Juni 2026Auf GitHub ansehen ↗

xSAVIKx/okf-skills erreicht einen Gesundheitsindex von 57 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (75/100) ab, am schwächsten bei Security (22/100). Zuletzt vor 1 Tag aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

57
gesamt / 100
Mittel

Software-Gesundheitsindex

Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.

57
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Der gewichtete Gesamtwert 55 wird auf der veröffentlichten Indexskala auf 57 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

Yurii SerhiichukPersönliches Konto
58 Follower124 öffentliche Reposseit Okt. 2013@yuri-sergiichuk

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
Gogithub.com/xSAVIKx/okf-skills/okf-gov0.8.0-8vor 12 Tagen
Gogithub.com/xSAVIKx/okf-skills/okf-mcpv0.8.0-8vor 12 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

75Gut · 21 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 1 Tagen
3.5/36Commit-Rhythmus — 5/52 Wochen mit Commits
18/18Commit-Volumen — 129 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Verwendete Eingangsdaten
commits_last_year129
human_commit_share0,93
days_since_last_push1
active_weeks_last_year5

Release-Disziplin

100Außergewöhnlich
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 72 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 12 Tagen
27/27Release-Rhythmus — ein Release etwa alle 0 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count72
latest_release_tagskills/okf-viz/v0.8.0
releases_from_tagsnein
days_since_latest_release12
mean_days_between_releases0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

45Schwach · 17 % des Gesamtindex
Wie die Bewertung erfolgt
23.5/60Stars — 29 Stars
0/25Forks — 2 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks2
stars29
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges0
has_contributingja
has_issue_templatenein
has_code_of_conductnein
readme_badge_services
has_pull_request_templatenein

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

56Mittel · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5Breite der Beitragenden — 1 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
0/42Issue-Lösungsquote — keine Issues oder keine Daten
27.2/30PR-Annahme — 39/43 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
0/15OpenSSF Scorecard: Code-Review — Found 0/23 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
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
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote, newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
12.7/25Reichweite des Inhabers — 58 Follower von xSAVIKx
25/25Kontohistorie — 124 öffentliche Repos, Kontoalter ca. 12 Jahre
Verwendete Eingangsdaten
followers58
owner_typeUser
is_verified
owner_loginxSAVIKx
public_repos124
account_age_days4.676
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Außergewöhnlich
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 2 Paket(e) auf go
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 12 Tagen
20/20Versionshistorie — 8 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesgithub.com/xSAVIKx/okf-skills/okf-go, github.com/xSAVIKx/okf-skills/okf-mcp
ecosystemsgo
any_deprecatednein
min_days_since_publish12

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

66Gut · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
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
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://xsavikx.github.io/okf-skills/
10/10Repository-Beschreibung
10/10Topics — 4 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsagentic-ai, okf, open-knowledge-format, skills
has_wikinein
homepagehttps://xsavikx.github.io/okf-skills/
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

22Gefährdet · 16 % des Gesamtindex

Sicherheitslage

22Gefährdet
Wie die Bewertung erfolgt
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
2.5/2.5Lizenz — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — keine Daten
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 — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 53 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate2,2
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

68Gut · 4 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 92 von 93 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,989
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes16.128
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — Go (statisch typisiert)
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesgo.sum
has_dockerfileja
typed_languageja
bootstrap_filesMakefile
has_devcontainernein
has_linter_confignein
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
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — Go (statisch typisiert)
55/55Handhabbare Dateigrößen — 0/132 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageGo
largest_source_bytes31.878
source_files_sampled132
oversized_source_files0
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
0/40Lauffähige Beispiele
Verwendete Eingangsdaten
example_dirs
has_mcp_signalja
api_schema_files

Eckdaten

29GitHub-Sterne
1Mitwirkende
129Commits, letzte 12 Monate
1Tage seit letztem Push
72Releases
1Bus-Faktor
0offene Issues
GoPaket-Ökosysteme

Warnungen zur Datenerhebung

  • 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

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 2 ⇿
0Sterne
2Forks

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

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

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).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
k. A.Packagingpackaging 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
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities53 existing vulnerabilities detected
Direkte Abhängigkeiten 3
RegistryPaketVersionsvorgabeManifest
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
Alle Abhängigkeiten nicht erhoben

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

JSON-Rohbericht maschinenlesbar
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          "published_at": "2026-06-16T19:06:04Z"
        },
        {
          "tag": "skills/okf-reader/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T19:06:03Z"
        },
        {
          "tag": "skills/okf-enrich/v0.2.0",
          "kind": "other",
          "published_at": "2026-06-16T19:06:02Z"
        },
        {
          "tag": "skills/okf-viz/v0.5.0",
          "kind": "other",
          "published_at": "2026-06-16T19:06:01Z"
        },
        {
          "tag": "skills/okf-git/v0.5.0",
          "kind": "other",
          "published_at": "2026-06-16T19:06:00Z"
        },
        {
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          "published_at": "2026-06-16T19:05:59Z"
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          "published_at": "2026-06-16T19:05:57Z"
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          "published_at": "2026-06-16T19:05:56Z"
        },
        {
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          "kind": "other",
          "published_at": "2026-06-16T19:05:55Z"
        },
        {
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          "kind": "other",
          "published_at": "2026-06-16T19:05:54Z"
        },
        {
          "tag": "okf-mcp/v0.5.0",
          "kind": "other",
          "published_at": "2026-06-16T19:05:53Z"
        },
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          "tag": "okf-go/v0.5.0",
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          "published_at": "2026-06-16T19:05:52Z"
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          "published_at": "2026-06-16T18:16:16Z"
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        {
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          "published_at": "2026-06-16T18:16:15Z"
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        {
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          "published_at": "2026-06-16T18:16:13Z"
        },
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          "kind": "other",
          "published_at": "2026-06-16T18:16:12Z"
        },
        {
          "tag": "skills/okf-mysql/v0.4.0",
          "kind": "other",
          "published_at": "2026-06-16T18:16:11Z"
        },
        {
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          "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"
        },
        {
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          "kind": "other",
          "published_at": "2026-06-16T16:10:40Z"
        },
        {
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          "kind": "other",
          "published_at": "2026-06-16T16:10:39Z"
        },
        {
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          "kind": "other",
          "published_at": "2026-06-16T16:10:38Z"
        },
        {
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          "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"
        },
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          "kind": "other",
          "published_at": "2026-06-16T16:10:34Z"
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          "published_at": "2026-06-16T14:04:00Z"
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          "published_at": "2026-06-16T14:03:59Z"
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          "published_at": "2026-06-16T14:03:58Z"
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          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "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",
          "body_truncated": true,
          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
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          "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",
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        {
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          "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",
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          "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",
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        {
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          "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",
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          "is_coding_agent": false
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          "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",
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        },
        {
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          "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.",
          "is_bot": false,
          "headline": "fix(skills): make okf-reader layout-agnostic and metadata-aware",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T20:27:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "663637c44d6d33b2b17d23ee2c14092e65f1e151",
          "body": "An instructions-only skill that ships the OKF spec and guides authoring new\nproducer/connector skills for the registry — so new sources are added by\nfollowing one guide instead of reverse-engineering the existing six connectors.\n\n- SKILL.md: the five architectural principles (deterministic produce /\n[…]\nokf-go helper API reference for producer authors.\n\nRegistered via the text-only path (no binary): skills.sh.json grouping, a\nREADME section + group-table row, and the README/AGENTS.md directory trees.",
          "is_bot": false,
          "headline": "feat(skills): add okf-producer-generator authoring skill",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T19:36:06Z",
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          "is_coding_agent": false
        },
        {
          "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",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T19:05:20Z",
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        },
        {
          "oid": "6d3b935fb4819e618e8a32d1202976ed666319f3",
          "body": "…t, Apache-2.0 license\n\nMake every SKILL.md conform to the Agent Skills specification and ready the\nregistry for skills.sh discovery:\n\n- Move non-spec frontmatter (version/author/tags) under `metadata` as string\n  values; only spec keys remain at the top level\n- Rewrite descriptions as \"what + when \n[…]\nnt Guidance); okf-mcp intentionally excluded\n- Add Apache-2.0 LICENSE and declare `license: Apache-2.0` in every SKILL.md\n- Document spec compliance, registry discovery, and licensing in README/AGENTS",
          "is_bot": false,
          "headline": "feat(skills): agentskills.io-compliant frontmatter, skills.sh manifes…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T17:32:06Z",
          "body_truncated": true,
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        },
        {
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          "is_bot": false,
          "headline": "docs+build: fix integration-test build flow (named binaries + make EX…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T16:42:03Z",
          "body_truncated": false,
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          "headline": "test: add resolveDirs unit test + real-binary schema-contract and okf…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T16:38:08Z",
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          "is_coding_agent": false
        },
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          "is_bot": false,
          "headline": "docs(skills): document schema subcommand, --sample/--profile, and fix…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
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          "body": "…Source variations table",
          "is_bot": false,
          "headline": "docs(okf-enrich): consolidate per-source enrichment knowledge into a …",
          "author_name": "Yurii Serhiichuk",
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          "body": "…nce skill\n\nThe harness consuming the registry already has its own LLM, so embedding a\nsecond one was redundant (a model calling a tool that calls another model).\nReplace the Go app + embedded OpenAI-compatible client with a SKILL.md that\nteaches the in-loop LLM how to enrich a bundle, mirroring okf-reader. Drop it\nfrom go.work/skills.sh/Makefile/.gitignore; it is no longer an MCP tool.",
          "is_bot": false,
          "headline": "refactor(okf-enrich): convert from LLM app to instructions-only guida…",
          "author_name": "Yurii Serhiichuk",
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          "headline": "refactor: move okf-mcp out of skills/ to top level (it is the host, n…",
          "author_name": "Yurii Serhiichuk",
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          "committed_at": "2026-06-13T15:48:18Z",
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          "headline": "chore: untrack empty CLAUDE.md and refresh .gitignore for current skills",
          "author_name": "Yurii Serhiichuk",
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          "headline": "refactor: remove reference agent in favor of okf-mcp; update docs and…",
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          "is_bot": false,
          "headline": "feat: add skills.sh installer, root Makefile, and .gitignore",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:24:57Z",
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          "body": "…target",
          "is_bot": false,
          "headline": "feat(okf-enrich): add schema subcommand, CLI, SKILL.md, and Makefile …",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
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          "body": null,
          "is_bot": false,
          "headline": "feat(okf-enrich): walk bundle and fill concept descriptions",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:16:18Z",
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          "is_bot": false,
          "headline": "feat(okf-enrich): add OpenAI-compatible LLM generator",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T15:15:20Z",
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          "is_bot": false,
          "headline": "feat(okf-enrich): scaffold module and add to workspace",
          "author_name": "Yurii Serhiichuk",
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          "committed_at": "2026-06-13T15:14:39Z",
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          "is_bot": false,
          "headline": "docs(okf-mcp): add SKILL.md and Makefile build target",
          "author_name": "Yurii Serhiichuk",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "feat(okf-mcp): register discovered skills as MCP tools over stdio",
          "author_name": "Yurii Serhiichuk",
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          "committed_at": "2026-06-13T13:59:58Z",
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        },
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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",
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          "is_bot": false,
          "headline": "feat(okf-mcp): tool naming and JSON-schema generation from skill schema",
          "author_name": "Yurii Serhiichuk",
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          "committed_at": "2026-06-13T13:53:48Z",
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          "headline": "feat(okf-mcp): scaffold module and add to workspace",
          "author_name": "Yurii Serhiichuk",
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        },
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          "is_bot": false,
          "headline": "docs(okf-bigquery): correct profileTable comment (one query per column)",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:34:49Z",
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        },
        {
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          "body": "…n produce",
          "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",
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        },
        {
          "oid": "48eae1b4418cffcdfaeb183e150653d3b88e75a7",
          "body": "…roduce",
          "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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        },
        {
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          "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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        },
        {
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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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          "is_bot": false,
          "headline": "feat(okf-fs): add schema self-description subcommand",
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          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:23:18Z",
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        },
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        },
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          "is_bot": false,
          "headline": "feat(okf-postgresql): add schema subcommand and PGPASSWORD env fallback",
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          "is_bot": false,
          "headline": "feat(okf-mysql): add schema subcommand and MYSQL_PASSWORD env fallback",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:18:03Z",
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        },
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          "is_bot": false,
          "headline": "feat(okf-sqlite): add schema self-description subcommand",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:15:41Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "feat(okf-go): add skill self-description schema types",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:13:17Z",
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        },
        {
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          "body": "…llapse CRLF in cells",
          "is_bot": false,
          "headline": "fix(okf-go): pad sample rows to header width, guard empty headers, co…",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:11:30Z",
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        },
        {
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          "is_bot": false,
          "headline": "feat(okf-go): add column profile and sample renderers",
          "author_name": "Yurii Serhiichuk",
          "author_login": "xSAVIKx",
          "committed_at": "2026-06-13T13:07:49Z",
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "feat(okf-go): add markdown section upsert/get primitives",
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "2 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
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                      "count": 0
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": 0,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 56,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 100
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                ],
                "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": {}
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            ],
            "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"
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                }
              },
              {
                "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",
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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
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "8 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 8
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                  }
                ],
                "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
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [
                "agentic-ai",
                "okf",
                "open-knowledge-format",
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              "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"
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                }
              },
              {
                "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": [],
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              },
              {
                "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": [
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                    "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"
                    }
                  }
                ],
                "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"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "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",
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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v2.5.0, Schema v0.29.0 — vollständige Methodik · Metriken-Wiki.

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