Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 12:25 UTC
gianlucamazza / mklang
A declarative language for LLM-driven state machines - the .mkl document is the program, an LLM is the runtime
gianlucamazza/mklang erreicht einen Gesundheitsindex von 62 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (81/100) ab, am schwächsten bei Community & Adoption (42/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
62
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
62
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
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.
Eigentümerschaft
Gianluca MazzaPersönliches Konto
67 Follower61 öffentliche Reposseit Jan. 2017gianlucamazza
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht | Tags |
|---|---|---|---|---|---|---|
| PyPI | mklang | 1.0.11 | 2.747 | 27 | vor 0 Tagen | agentsdslllmreasoningstate-machine |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
74
Entwicklungsaktivität
56Mittel
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 2.1/36 | Commit-Rhythmus — 3/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 267 Commits im letzten Jahr |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Verwendete Eingangsdaten
| commits_last_year | 267 |
| human_commit_share | 0,98 |
| days_since_last_push | 0 |
| active_weeks_last_year | 3 |
Release-Disziplin
100Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 30 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 0 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 0,4 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 30 |
| latest_release_tag | v1.0.11 |
| releases_from_tags | nein |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0,4 |
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?
42
Popularität & Verbreitung
1Kritisch
Wie die Bewertung erfolgt
| 0/60 | Stars — 1 Stars |
| 0/25 | Forks — 0 Forks |
| 0/15 | Watcher — 0 Watcher |
Verwendete Eingangsdaten
| forks | 0 |
| stars | 1 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
77Gut
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | ja |
Wie die Bewertung erfolgt
| 45.9/80 | Downloads pro Monat — 2.747 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | mklang |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2.747 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
57
Maintainer-Resilienz (Bus-Faktor)
19Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 1/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 96 % der Commits |
| 2.7/13.5 | Breite der Beitragenden — 2 Beitragende |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,955 |
Wie die Bewertung erfolgt
| 26.7/46.8 | Issue-Lösungsquote — 57 % der Issues geschlossen |
| 37/38.3 | PR-Annahme — 58/60 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/26 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 58 |
| open_issues | 3 |
| closed_issues | 4 |
| issue_closed_ratio | 0,571 |
| closed_unmerged_prs | 2 |
Eigentümerschaft & Trägerschaft
60Mittel
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 13.2/25 | Reichweite des Inhabers — 67 Follower von gianlucamazza |
| 25/25 | Kontohistorie — 61 öffentliche Repos, Kontoalter ca. 9 Jahre |
Verwendete Eingangsdaten
| followers | 67 |
| owner_type | User |
| is_verified | — |
| owner_login | gianlucamazza |
| public_repos | 61 |
| account_age_days | 3.486 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen |
| 20/20 | Versionshistorie — 27 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | mklang |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 0 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
81
Engineering-Praktiken
68Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 5 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
100Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://gianlucamazza.github.io/mklang/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 5 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | agents, dsl, llm, python, state-machine |
| has_wiki | ja |
| homepage | https://gianlucamazza.github.io/mklang/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
50
Sicherheitslage
50Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/26 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): 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? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
48
AI-Agentenkontext & Leitlinien
40Gefährdet
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 40/40 | Lesbare Commit-Historie — 98 von 98 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
AI-Verify-Loop (Build / Test / Typprüfung)
47Gefährdet
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 10/10 | Belegte Agentenpraxis — 31 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 5/8 | Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | uv.lock |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | 0,31 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
55Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 55/55 | Handhabbare Dateigrößen — 0/104 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 40.448 |
| source_files_sampled | 104 |
| oversized_source_files | 0 |
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — demos, examples |
Verwendete Eingangsdaten
| example_dirs | demos, examples |
| has_mcp_signal | ja |
| api_schema_files | — |
Eckdaten
1GitHub-Sterne
2Mitwirkende
267Commits, letzte 12 Monate
0Tage seit letztem Push
30Releases
1Bus-Faktor
3offene Issues
PyPIPaket-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
- deps.dev does not index pypi:mklang@1.0.11; advisories assessed against the repository dependency graph instead
Weitere Details
OpenSSF Scorecard 5.0 / 10
5.0Gesamtwert
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 2 out of 2 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/26 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direkte Abhängigkeiten 6
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | pyyaml | >=6 | pyproject.toml |
| PyPI | jsonschema | >=4 | pyproject.toml |
| PyPI | python-dotenv | >=1 | pyproject.toml |
| PyPI | openai | >=1.40 | pyproject.toml |
| PyPI | rich | >=13.7 | pyproject.toml |
| PyPI | textual | >=0.80 | pyproject.toml |
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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"body": "Extract fan-out, deposit, and gate-transition helpers from _run_impl\n(CC 82→53); split semantic_check into cohesive helpers. Add model,\ninterpolate, registry, checkpoint, hooks, loader to the mypy strict tier.\nRelease 1.0.3 — behaviour unchanged; language stays 0.3.",
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"headline": "refactor: P2 engine/loader split and mypy strict ratchet",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:27:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6ce4be9802110e1eba33bd903a4da4bd6bfc40e6",
"body": "The legacy packages/source/m/mklang/ path 404s for this release; pin the\nhash-addressed files.pythonhosted.org URL so AUR/makepkg can fetch the sdist.",
"is_bot": false,
"headline": "fix(arch): use content-addressed PyPI sdist URL for 1.0.2",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:20:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4caf68574c6003318bd47bb71b20345327f13dd4",
"body": "Double-checked against the published PyPI sdist digest for 1.0.2.",
"is_bot": false,
"headline": "release(arch): pin the 1.0.2 sdist sha256 in the PKGBUILD",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:19:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "632ba7628a27dbc330656a0d715c980673adc134",
"body": "Reliability honesty and release-gate strengthen: severity_escalate measured\nwith a 0.5 floor, SPEC §9 aligned to measured agreement, escalate lint notes,\nagent.mkl budget headroom. Spec stays 0.3.",
"is_bot": false,
"headline": "release: 1.0.2",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:16:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d5502117e5f3ee9c13e48bdcc9f1ff1e1b0bacf",
"body": "P0/P1 from the architecture inventory:\n\n- SPEC §9: honest gate-divergence history (1.0 on 2026-07-23; 0.917 / escalate\n 0.667 on 2026-07-24) and release-gate distinction.\n- Release live matrix: measure severity_escalate with a 0.5 floor; keep\n gate_divergence at 1.0 (--min-agreement-by-machine).\n- lint: note: advisory on escalate machines; --strict ignores note: findings.\n- agent.mkl budget 16→24 for static authoring repairs; best-practices for\n escalate, console vs MCP, authoring budget.",
"is_bot": false,
"headline": "fix: strengthen reliability claims and authoring headroom",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:16:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "397d5ef8a545285ce26b8183adc7cf2e1d213cfd",
"body": "Honest re-run of the four-machine suite on release day: three machines stay\nat agreement 1.0; severity_escalate drops to 0.667 on one DeepSeek repeat.\nRelease-gate single-machine rate remains 1.0. Document Anthropic blocked by\nmissing key in both local env and GitHub secrets.",
"is_bot": false,
"headline": "docs: record 1.0.1 gate-divergence suite (severity_escalate 0.667)",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:05:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "414a20bab79de002acce9b96fe86f2b608b8fde8",
"body": "Refresh the demo manifest package_version, README status (1.0 posture +\nAUR link), ROADMAP shipped 1.0.1 follow-ups, and the distribution protocol\nversion pointer. AUR mklang 1.0.1-1 was published separately.",
"is_bot": false,
"headline": "docs: align living surfaces with 1.0.1 and AUR",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:00:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0cb91989d13c92fa027374e3eb247dd8959951a7",
"body": "Double-checked against the published PyPI sdist digest for 1.0.1.",
"is_bot": false,
"headline": "release(arch): pin the 1.0.1 sdist sha256 in the PKGBUILD",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T22:58:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "65fd712b0a3c907f7aefa6df2947b629b235bb9d",
"body": "Validation follow-ups after 1.0.0: authoring blind_spot measurement, ADR 0028\nprovisional 1.0 posture, doctor complexity cut, CI format/tag gates. Spec stays\n0.3. Bump package across the release-sync surface; cut [Unreleased] → [1.0.1].",
"is_bot": false,
"headline": "release: 1.0.1",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T22:55:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ec377def972f88a6a2c281f38da8d6488a47019",
"body": "Align the audit register/detail for A1–A4 with the landed CI and doctor\nfollow-ups; document post-1.0 Unreleased work (ADR 0028, blind_spot, CI\ngates, doctor). Import mklang at package scope in gate_divergence.py so\nscripts stay free of noqa/sys.path hacks.",
"is_bot": false,
"headline": "chore: clear residual validation drift and drop gate_divergence noqa",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T22:53:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97925e2de6f731b1314a7a2439c1559769fbd3c1",
"body": "Re-pin the demo manifest after the cmd_doctor refactor (cli.py source hash\nonly; assets unchanged) so quality.yml check-drift stays green. Align the\nvalidation report's detail/§5 with measured B1/B2 and ADR 0028, publish the\nnew experiment pages in the mkdocs Research nav, and refresh the ADR count.",
"is_bot": false,
"headline": "chore: close demo-source drift and doc gaps after validation follow-ups",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T22:49:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3717c7c019ac1d916ebc41fe98a0004addfb9140",
"body": "… 0028\n\n- Extract cmd_doctor helpers (CC 41 → 8); keep cli dispatch table intact (#63)\n- Freeze authoring corpus + harness; live DeepSeek run: blind_spot=0.0167 →\n do not build test_machine (#59)\n- ADR 0028: provisional 1.0.0 posture with falsifiable 2.0 conditions (#62)\n- Five-reader protocol for D1; leave Anthropic gate-divergence external (#60/#61)",
"is_bot": false,
"headline": "Close validation follow-ups: doctor refactor, blind_spot measure, ADR…",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T22:42:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f0a781b4ec115933f27b2c10f51403213ff5627",
"body": "…an-vzb550\n\nValidate the 2026-07-23 audit: verdicts, deterministic fixes, best-practices docs",
"is_bot": false,
"headline": "Merge pull request #57 from gianlucamazza/claude/mklang-validation-pl…",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T17:36:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "25b3673521f4a820424b1a9cfc06d905983c762e",
"body": "Closes #58 — the two workflow enforcements deferred from the validation\nbranch because the automation account lacked workflows permission.\n\n- quality.yml checks: add `ruff format --check` after Lint (A1)\n- quality.yml test: fetch-depth: 0 so the tag↔CHANGELOG test runs in CI (A3)\n- validation report: mark A1/A3 CI items DONE",
"is_bot": false,
"headline": "ci: gate ruff format and fetch tags for the release invariant",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T17:34:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8589cc092bb98d27db08e1881da8792e6419e9f",
"body": "- SECURITY.md + best-practices.md: \"no filesystem authority\" overstated the\n guarantee (ADR 0013 allows an explicit per-call checkpoint_path write).\n Reword to \"no general filesystem-write authority\", keeping the checkpoint\n opt-in caveat.\n- validation report: complete the truncated \"SPEC §\" cita\n[…]\nthub/workflows/. Replying on the thread; not weakening the test's skip.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01MPyaGeffXcgvNWgsjybgiQ",
"is_bot": false,
"headline": "docs/test: address CodeRabbit review on PR #57",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-23T17:20:45Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e815eb1a19d09cbfeb531f7dab11c68bbf26e52c",
"body": "Fill the gaps the 2026-07-23 validation identified in the project's\nbest-practices and contributor documentation. Docs only — no code, no\nworkflow changes.\n\nbest-practices.md:\n- B1: new §10 note \"Static checks are not behavioural correctness\" — check/\n lint prove well-formedness, not behaviour; run\n[…]\ns the validation report to mark C2 done and record the doc completions.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01MPyaGeffXcgvNWgsjybgiQ",
"is_bot": false,
"headline": "docs: complete best practices surfaced by the validation findings",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-23T17:00:02Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "d9ea50630d2fca1e1b79b4cfccc6b72c65ba15c1",
"body": "Fixes the four code/doc defects whose verdicts were CONFIRMED and whose fix\nis unambiguous. Blocked items (B1 magnitude, C3 live, D1 external) and the\njudgement ADRs (C1/C2/C4) are left for a keyed/maintainer session.\n\nA1 — format gate absent, one file drifted:\n - reformat tests/test_truncation.py \n[…]\nsion.\n\nOffline suite: 448 passed, 2 skipped, coverage 91.81% (gate 90).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01MPyaGeffXcgvNWgsjybgiQ",
"is_bot": false,
"headline": "fix: address the deterministic findings from the validation report",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-23T16:53:25Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "861254f765071c0ef4e6cf6bebb9e2862b496a84",
"body": "Execute the twelve-finding validation plan against a clean clone and fill\nthe §4 results register with evidence, falsifier status, and a verdict per\nclaim. No fixes prescribed beyond the derived backlog (plan method §0).\n\nSettled deterministically:\n- A1 format gate absent (reproduced on CI-resolved \n[…]\n re-run, D1 external reader test. Each marked with the resource needed.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01MPyaGeffXcgvNWgsjybgiQ",
"is_bot": false,
"headline": "docs(experiments): record validation verdicts for the 2026-07-23 audit",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-23T16:44:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e525a1b8afeea3d6966e4022e9067d95bca52b70",
"body": "release(arch): pin the 1.0.0 sdist sha256 in the PKGBUILD",
"is_bot": false,
"headline": "Merge pull request #56 from gianlucamazza/release/1.0.0-arch-pin",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:47:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5771ecedb7b7d1c510248f3f8aaf7ff67244d18e",
"body": "Co-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "release(arch): pin the 1.0.0 sdist sha256 in the PKGBUILD",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:46:40Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "551970f0359adf9cf4c3ca9f3c2c48844fbe908e",
"body": "The .github/ tree (excluded from the sdist but run by CI) still referenced examples/*.mk, triage.mk, hello.mk; update to .mkl so the schema check, mklang check/lint/test, and check-drift steps resolve.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci: rename .mk -> .mkl in the quality gate and issue templates",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:34:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "fa094f9851fd30ad76f4442310e81351d8bfb0c7",
"body": "Re-render agent + language demos (vhs 0.11.0, DeepSeek) so recordings and manifest track the renamed .mkl sources; clears the demo-assets source-drift CI gate.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(demos): regenerate live demos for the .mkl rename",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:30:15Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "37bd155ba95c1aea785d96d272b2343fb0c3d23a",
"body": "release: 1.0.0 (.mkl rename + stability policy)",
"is_bot": false,
"headline": "Merge pull request #55 from gianlucamazza/release/1.0.0",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:10:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "debfedf2a7b78869921c807c3654a75a6cf95f14",
"body": "Drop Development Status :: 4 - Beta -> 5 - Production/Stable and bump the\npackage 0.16.0 -> 1.0.0 across the release-sync surface (pyproject,\n__init__, PKGBUILD pkgver, README, ROADMAP, CHANGELOG, uv.lock). Spec\nstays 0.3. Cut [Unreleased] -> [1.0.0].\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: 1.0.0",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:06:49Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "42ac9641217c3f935438b60c23ba44598333b433",
"body": "Machine file extension .mk -> .mkl, hard cut: directory discovery\n(registry.load_registry, stdlib loader, CLI project scan) matches *.mkl only;\n.mk still loads by explicit path. Sheds the Makefile / GitHub Linguist\ncollision (ADR 0027; .gitattributes Linguist override).\n\nSPEC section 9 triaged: ever\n[…]\nes/stability.md). Also fixes a\nbuild-docs.sh gap: depth-2 (../../) CHANGELOG/CONTRIBUTING link rewrites.\n\nSpec stays 0.3; CHANGELOG history kept on .mk.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor!: rename .mk -> .mkl and state the 1.0 stability surface",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:03:03Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e1c2cdc4ce25af36998473aa979316a4309633f6",
"body": "release(arch): pin the 0.16.0 sdist sha256",
"is_bot": false,
"headline": "Merge pull request #54 from gianlucamazza/release/0.16.0-arch-pin",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:55:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "95e5ba1f44d7c7f3a1d6c3d217e518817219b99b",
"body": "pkgver was already bumped to 0.16.0 in the release commit; this pins the\nsha256sums to the published PyPI sdist digest\n(d1b089c99c62cbec90c616418ade0412c19b71ffc1b77a80ef154475a4fd0bda),\ndouble-verified against a local download. pkgrel stays 1.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "release(arch): pin the 0.16.0 sdist sha256 in the PKGBUILD",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:54:02Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e81cd44d750b591b85d60658ad1b28fff4d08a46",
"body": "…-gate-count\n\nfix(gate-divergence): exclude skipped-provider rows from the machine count",
"is_bot": false,
"headline": "Merge pull request #53 from gianlucamazza/fix/gate-divergence-release…",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:48:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fba0e863ce1a95e7deedbf70376d92ace0c2944e",
"body": "…count\n\n_ci_errors derived n_machines from the distinct `machine` values across ALL\nrows, but skipped-provider rows carry no `machine` field, so `None` was counted\nas a machine. With the release matrix always skipping the no-key optional\nproviders, `expected = repeats * n_machines` became 2x the run\n[…]\noviders plus machine-less skipped rows for the optional ones. Record the fix\nunder CHANGELOG [0.16.0] (### Fixed) since it ships with the re-cut 0.16.0.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(gate-divergence): exclude skipped-provider rows from the machine …",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:46:01Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "649b3c4e1375b2f3d2bb9d6bab3370f4535b017b",
"body": "release: 0.16.0",
"is_bot": false,
"headline": "Merge pull request #52 from gianlucamazza/release/0.16.0",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:12:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "60a1802f5c13924b9ace8ff711a6b27f44f42b92",
"body": "Version bump to 0.16.0, kept synchronized across the release-provenance surface\n(tests/test_release.py): pyproject.toml + mklang.__version__, uv.lock, the Arch\nPKGBUILD pkgver (sha256sums follows the published sdist in a later step), the\nREADME current-version line, and the ROADMAP pointers. Fix the\n[…]\nge gate 90 / mypy strict tier, four-machine gate-divergence suite, demo\nrefocus) ships as 0.16.0 so the 1.0 groundwork starts from a published baseline.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: 0.16.0",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:10:33Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "63b6d5f3076df86d17c7986288ab1f13f382221f",
"body": "…-refresh\n\ndocs: land the 2026-07-23 four-machine gate-divergence results on main",
"is_bot": false,
"headline": "Merge pull request #51 from gianlucamazza/docs/roadmap-close-showcase…",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:01:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3f1720b0b640d2445fc25573690b475ba7d8bb6c",
"body": "…uite\n\ndocs: publish the 2026-07-23 four-machine gate-divergence results",
"is_bot": false,
"headline": "Merge pull request #50 from gianlucamazza/docs/gate-divergence-live-s…",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T11:31:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b54c903b93e54c5796d53745ab33e78c411404d2",
"body": "…-refresh\n\ndocs: mark the showcase refresh shipped in the ROADMAP",
"is_bot": false,
"headline": "Merge pull request #49 from gianlucamazza/docs/roadmap-close-showcase…",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T11:31:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "633bf791772755ab473bcc8abf01e11aa1568516",
"body": "First live run of the full suite (--machines all) across DeepSeek and\nOpenAI, 3 repeats each: 24/24 runs done, per-machine agreement 1.0 on\nall four gate shapes, zero gate errors. Free-text outputs diverge on\nthe contestable machines (sentiment_borderline, severity_escalate)\nwhile the gate signature\n[…]\nreliability claim in\nminiature. Dated row + detail section in the experiment doc; the\nROADMAP item moves from [next] to [shipped].\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: publish the 2026-07-23 four-machine gate-divergence results",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T11:24:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b57d39f91051a7cd3efc1ad5c87f2afb636dd2d1",
"body": "The near-term list still carried Showcase refresh as [next], but the\ndemo suite was already refocused and pruned to the two product surfaces\n(agent + language) in the PR 42-48 cycle. Record the outcome as shipped\nso the remaining [next] items reflect the real open work.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: mark the showcase refresh shipped in the ROADMAP",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T11:21:32Z",
"body_truncated": false,
"is_coding_agent": true
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],
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]
},
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"note": null,
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"inputs": {
"cap": null,
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"details": [
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"code": "abandonment_unverified",
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],
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]
}
],
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},
{
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"value": 42,
"weight": 0.18,
"metrics": [
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"key": "popularity",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
{
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"name": "Stars",
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"points": 0,
"status": "missed",
"details": [
{
"code": "stars",
"params": {
"count": 1
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "0 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
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]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
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"has_license": true,
"has_contributing": true,
"has_issue_template": false,
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"has_pull_request_template": true
},
"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",
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],
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{
"key": "contributing_guide",
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"detail": null,
"points": 18,
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"details": [],
"max_points": 18
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{
"key": "code_of_conduct",
"name": "Code of conduct",
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"points": 0,
"status": "missed",
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},
{
"key": "issue_template",
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"status": "missed",
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{
"key": "pr_template",
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"details": [],
"max_points": 6.3
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]
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{
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"notes": [
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"code": "excluded_no_data",
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"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 57,
"inputs": {
"packages": [
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 2747
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"components": [
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"points": 45.9,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2747,
"ecosystems": "pypi"
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}
],
"max_points": 80
},
{
"key": "registry_dependents",
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"points": 0,
"status": "excluded",
"details": [
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"code": "not_reported_by_this_ecosystem",
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}
],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 57,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
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"note": null,
"notes": [],
"value": 19,
"inputs": {
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"contributors_sampled": 2,
"top_contributor_share": 0.955
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"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",
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"detail": "top contributor authored 96% of commits",
"points": 1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
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"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 64,
"inputs": {
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"open_issues": 3,
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"issue_closed_ratio": 0.571,
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"components": [
{
"key": "issue_resolution",
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"points": 26.7,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 57
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "58/60 decided PRs merged",
"points": 37,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/26 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
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],
"value": 60,
"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "gianlucamazza",
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"account_age_days": 3486
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
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"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": "67 followers of gianlucamazza",
"points": 13.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 67,
"login": "gianlucamazza"
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}
],
"max_points": 25
},
{
"key": "track_record",
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"detail": "61 public repos, account ~9 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
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},
{
"code": "account_age_years",
"params": {
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
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"ecosystems": "pypi",
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"min_days_since_publish": 0
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"components": [
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"key": "published_resolvable",
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"detail": "1 package(s) on pypi",
"points": 25,
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"details": [
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"code": "packages_published",
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"ecosystems": "pypi"
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}
],
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},
{
"key": "publish_recency",
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"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
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}
],
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{
"key": "version_history",
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"detail": "27 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 27
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}
],
"max_points": 20
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{
"key": "not_deprecated",
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"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
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},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 81,
"weight": 0.2,
"metrics": [
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"key": "engineering_practices",
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"name": "Engineering practices",
"note": null,
"notes": [],
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"inputs": {
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"components": [
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"detail": "5 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
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"points": 24,
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"details": [],
"max_points": 24
},
{
"key": "linter_config",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
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{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
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{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
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{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
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"details": [],
"max_points": 20
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]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
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"dsl",
"llm",
"python",
"state-machine"
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"has_wiki": true,
"homepage": "https://gianlucamazza.github.io/mklang/",
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"has_docs_dir": true,
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"components": [
{
"key": "readme",
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"points": 30,
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"details": [],
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{
"key": "documentation_directory",
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"details": [],
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{
"key": "documentation_homepage_site",
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"status": "met",
"details": [],
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{
"key": "repository_description",
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"detail": null,
"points": 10,
"status": "met",
"details": [],
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{
"key": "topics",
"name": "Topics",
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"status": "met",
"details": [
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],
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{
"key": "wiki",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
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{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 50,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"name": "Security posture",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 50,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5
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"components": [
{
"key": "binary_artifacts",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "ci_tests",
"name": "CI-Tests",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
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{
"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 0/26 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "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 detected",
"points": 5,
"status": "met",
"details": [],
"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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
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"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 48,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"legible_history_share": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
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"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 98,
"sampled": 98
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 47,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
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"agent_commit_share": 0.31,
"toolchain_manifests": [],
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},
"components": [
{
"key": "one_command_bootstrap",
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
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"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:mklang@1.0.11; advisories assessed against the repository dependency graph instead"
],
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}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.