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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 18:15 UTC

philpaz / recusal

Deterministic governance for Claude and MCP tool calls. Pin approved capabilities, detect drift, and refuse unsafe or unapproved actions before execution. No model in the decision path.

PythonApache-2.0★ 3 Sterne⑂ 0 Forksseit Juli 2026Auf GitHub ansehen ↗

philpaz/recusal erreicht einen Gesundheitsindex von 65 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (96/100) ab, am schwächsten bei Community & Adoption (49/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

65
gesamt / 100
Mittel

Software-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.

65
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)
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.

Eigentümerschaft

Philip PazPersönliches Konto
0 Follower8 öffentliche Reposseit Aug. 2012

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

Paket-Ökosysteme

Metriken nach Kategorie

Vitalität

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

73Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
2.8/36Commit-Rhythmus — 4/52 Wochen mit Commits
18/18Commit-Volumen — 105 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_year105
human_commit_share1
days_since_last_push0
active_weeks_last_year4
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 23 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 1,7 Tage
8/10OpenSSF Scorecard: Signed-Releases — 2 out of the last 2 releases have a total of 2 signed artifacts.
Verwendete Eingangsdaten
releases_count23
latest_release_tagv0.7.1
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases1,7

Community & Verbreitung

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

49Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
4.9/60Stars — 3 Stars
0/25Forks — 0 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks0
stars3
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
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja
Wie die Bewertung erfolgt
46.1/80Downloads pro Monat — 2.854 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesrecusal
dependents
ecosystemspypi
total_downloads
monthly_downloads2.854
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?

50Mittel · 24 % 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
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
0/46.8Issue-Lösungsquote — keine Issues oder keine Daten
38.2/38.3PR-Annahme — 3/3 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/29 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs3
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
0/25Reichweite des Inhabers — 0 Follower von philpaz
18.9/25Kontohistorie — 8 öffentliche Repos, Kontoalter ca. 13 Jahre
Verwendete Eingangsdaten
followers0
owner_typeUser
is_verified
owner_loginphilpaz
public_repos8
account_age_days5.095
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 23 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesrecusal
ecosystemspypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

96Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://pypi.org/project/recusal/
10/10Repository-Beschreibung
10/10Topics — 17 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsagent-governance, ai-agents, ai-safety, claude, guardrails, llm, agent-security, agentic-ai, ai-governance, claude-code, hooks, llm-security, python, audit-log, ci, devsecops, github-actions
has_wikija
homepagehttps://pypi.org/project/recusal/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

54Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/29 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
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
5/5Packaging — packaging workflow detected
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 2 out of the last 2 releases have a total of 2 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5,4

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.

50Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 95 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,95
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — claude-plugin/vendor/recusal/py.typed, recusal/py.typed
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
6/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_configja
typecheck_configsclaude-plugin/vendor/recusal/py.typed, recusal/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (claude-plugin/vendor/recusal/py.typed, recusal/py.typed)
53.8/55Handhabbare Dateigrößen — 2/89 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes94.203
source_files_sampled89
oversized_source_files2
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalnein
api_schema_files

Eckdaten

3GitHub-Sterne
1Mitwirkende
105Commits, letzte 12 Monate
0Tage seit letztem Push
23Releases
1Bus-Faktor
0offene 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:recusal@0.7.1; advisories assessed against the repository dependency graph instead

Weitere Details

OpenSSF Scorecard 5.4 / 10
5.4Gesamtwert

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 · 2026-07-27 18:15 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests1 out of 1 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/29 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
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
10Packagingpackaging workflow detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
8Signed-Releases2 out of the last 2 releases have a total of 2 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
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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          "is_bot": false,
          "headline": "ci: keep the SBOM as a workflow artifact, not a release asset",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-23T18:45:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ecadd96ba8659527d48f9fc1d82ecc64f7a502c3",
          "body": "…runtime",
          "is_bot": false,
          "headline": "0.6.0: audit anchoring, resolved-executable pinning, vendored plugin …",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-23T18:17:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7994083fe3242099521fadcb32a7045b98a4707e",
          "body": "The recusal-gate plugin previously required a separately pip-installed recusal\nand bound to it by declared version only, so the implementation that actually\nadjudicated was whatever package the interpreter found. R5 named the stronger\nfix and it ships here: the plugin vendors the exact recusal runti\n[…]\nion drops the pip pairing; the onboarding-pin lock is updated\nto match (an exact install pin is no longer required, but any that appears and\nevery Action example must still match the package version).",
          "is_bot": false,
          "headline": "feat: vendor the plugin runtime, plugin = implementation",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-23T04:43:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f90bf221d64bae3ccca0dfec06a7223eeca7ad13",
          "body": "The launch-identity residual named since 0.5.0: the pin stored the unexpanded\ncommand template, so swapping the FILE that template resolves to - a replaced\nbinary on PATH, edited wrapper-script bytes - passed verify with the template\nbyte-identical. Strict mode closes the first-process-image half of\n[…]\nocess image only (interpreter script arguments\nand launcher-fetched packages stay behind the template, stated in MCP.md and\nSECURITY.md).\n\n29 new tests; golden manifest bytes deliberately moved to v7.",
          "is_bot": false,
          "headline": "feat: resolved-executable strict mode, manifest v7",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-23T04:35:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "654216f30bd7e2fdb754a60716cefdf5cd6d95a0",
          "body": "The chain is tamper-evident, not tamper-proof: a write-access attacker can\nrewrite or truncate the tail. The countermeasure is now first-class instead of\na docstring instruction. AuditLog(sinks=[...]) mirrors every committed entry,\nin chain order and inside the append lock, to any object with a writ\n[…]\n 19 new tests including the hook fail-closed\ncomposition, the HeadSink anchor recipe end to end, tampered-log refusal at\nopen, and a derandomized Hypothesis property (mirror equals log, anchor holds).",
          "is_bot": false,
          "headline": "feat: AuditSink protocol + verify-on-open anchoring for the audit log",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-23T04:15:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b9b11fae5cb3830b10198d6bd604c6972d799f56",
          "body": null,
          "is_bot": false,
          "headline": "feat: add executable MCP launch-drift proof",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-21T18:55:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "623ee1584a5ea0f25767be9cd3c5ea84f25b4896",
          "body": "…idence\n\ncompute_verdict([]) is PASS, one behavior serving two intents. The kernel now\nnames them: evaluate_policy reads findings as objections (empty = no objection,\nPASS; identical to the raw fold) and certify_evidence reads findings as proof\n(empty = refuse through a synthesized failed-CRITICAL n\n[…]\nr safety, the\ncomplete empty-refusal verdict shape, gates regression). docs/EVIDENCE.md and\nthe changelog document the contract.\n\nResolves the 0.6.0 evidence-semantics decision (R3 P1-2, R4 P2-5, R5).",
          "is_bot": false,
          "headline": "feat: name the empty-evidence semantics, evaluate_policy / certify_ev…",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-21T03:24:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f9cec4836fa62adeef4a98b793a10d8214240384",
          "body": "Seven derandomized generative tests over the evidence kernel and fingerprint\ncanon: adding a finding never weakens the decision, verdicts are independent of\nfinding order, the fold matches its documented decision rule for all inputs,\nstring passed/status values never fail open (the affirmative-token\n[…]\n outcome-less\nevidence, and tool fingerprints are stable across calls and key insertion\norder. hypothesis lands in the dev extra only; runtime dependencies stay zero\nand the release lock is untouched.",
          "is_bot": false,
          "headline": "tests: property-lock the frozen kernel invariants with Hypothesis",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-21T03:15:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "69aebd48f906d7d7beb99d055c42ecfb842e0cdd",
          "body": "The build job now catalogs the built distributions as an SPDX SBOM\n(anchore/sbom-action, uploaded with the workflow artifacts) and writes GitHub\nbuild-provenance attestations for dist/* (actions/attest-build-provenance),\nwith job-scoped id-token/attestations permissions. Stated narrowly: neither\nmakes the build byte-reproducible. Drift locks pin both steps, the required\npermission, and full-SHA pinning of every action in the workflow.",
          "is_bot": false,
          "headline": "ci: SBOM + build-provenance attestations for the release artifacts",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-21T02:55:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4377b616462867e414189369d51b9130e4df0dcd",
          "body": "…h step\n\nRemove skip-existing from the PyPI publish step: a release re-run whose version\nis already on PyPI now fails loudly instead of silently no-opping, so a\ndivergent rebuild can never hide behind an idempotent-looking rerun (review 9\npublish hardening). Two drift-lock tests pin the publish action identity and\nthe absence of any effective skip-existing key.",
          "is_bot": false,
          "headline": "ci: hard-fail republishing an existing version; drift-lock the publis…",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-21T02:52:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0882d40f119265c8526383bb3505ffe9c0e6792e",
          "body": "…idence-kernel import lock\n\n- _mcp_screening._declared_text regains the docstring that explains why the\n  walk is iterative and depth-capped (a hostile server must not crash the\n  screen out of a verdict; a crash is not a refusal); the rationale was\n  dropped in the extraction commit.\n- The evidence\n[…]\nom forms), not only relative ones, so it enforces the\n  boundary ARCHITECTURE.md promises.\n- recusal/mcp.py drops a docstring cross-reference to _declared_text that\n  dangled after the function moved.",
          "is_bot": false,
          "headline": "docs+tests: restore the screening-walk threat rationale; widen the ev…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-21T02:18:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c1bd0f48b454f164e21a923d799fd6ba98a9b1ce",
          "body": null,
          "is_bot": false,
          "headline": "refactor: extract MCP screening behind compatibility facade",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-15T15:21:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "028afbf047d8a703bb93bd0853624904ccf2c56f",
          "body": "The README install line and the Action usage examples stayed pinned to\n0.5.11 through the 0.5.12 release. The plugin fails CLOSED on a package-\nversion mismatch by design, so a user following the README exactly would\ninstall the 0.5.12 plugin against the 0.5.11 package and have every tool\ncall refus\n[…]\nd, and a new\ntest locks the exact pin spellings in README.md and action.yml to\nrecusal.__version__ so a release can never ship a stale onboarding pin\nagain (historical narrative mentions stay exempt).",
          "is_bot": false,
          "headline": "docs: sync version-bound onboarding pins to 0.5.12 and drift-lock them",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-13T17:34:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e5097310ab71eab2d60c4419a29d0bb34e210c88",
          "body": null,
          "is_bot": false,
          "headline": "docs: publish the v0.5.12 release proofs",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-13T17:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f02d37da3d8e1991ddcccc69d3c23683007a347a",
          "body": "Hardening pass on the 0.5.11 package_self_protection check, per the 0.5.11\nreview (P1 + three P2s), no API change:\n\n- A bounded token walk runs in union with the regex and covers the valid\n  static forms the flat regex missed: global options with separate values\n  (pip --python .venv uninstall, uv -\n[…]\n system of records, not \"the artifact your auditor reads\".\n- docs/PROVEN.md: v0.5.11 release proofs published (CI run 29225000959,\n  release run 29225128002, refusals proven from the published wheel).",
          "is_bot": false,
          "headline": "0.5.12: widen the package-manager matcher; canonical protected names",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-13T16:47:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5d1acc1e8e5e7c7a00a9c69cb5f4c7bd844299a2",
          "body": "… README\n\nSecurity (deny-list): `pip uninstall recusal` deferred through the gate; the\nself-protect verb pattern matched \\binstall\\b (no word boundary inside\n\"uninstall\") and a bare package name carries no recusal/ path segment. New\npackage_self_protection check refuses uninstall, reinstall/downgrad\n[…]\ne thesis as the why); the full MCP governance\nstatement moves verbatim to docs/MCP.md with a summary and the three-boundary\ntable kept in the README; docs index updated; version refs bumped to 0.5.11.",
          "is_bot": false,
          "headline": "0.5.11: refuse package-manager mutation of the gate; capability-first…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-13T04:53:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3ae604c8963bd4848407f31bb1d2ffd1f4aeb212",
          "body": "PROVEN.md carries the v0.5.10 evidence: the public CI and release run IDs (both\nverified green before citing) and the hand-edited collision refusal proven from the\npublished wheel, with the three deterministic tests that pin the same property.",
          "is_bot": false,
          "headline": "docs: publish the v0.5.10 release proofs",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-13T00:37:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65b1b27bcfaad15052064fd314c1c8f4c8460f68",
          "body": "Aligns the published package with current main's stronger invariant (review 13, P1,\nalready on main at a266429): the normal `recusal mcp pin` path in 0.5.9 already\nrejected callable collisions, so this closes the remaining gap for hand-edited and\nexternally generated manifests - load_manifest refuse\n[…]\no other behavior changes; version surfaces bumped.\n\n947 tests green with every gate exit code checked; wheel smoke from a neutral dir\nproves the hand-edited-collision refusal from the installed wheel.",
          "is_bot": false,
          "headline": "0.5.10: publish the loader-wide collision invariant",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-13T00:31:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a266429d9fea97cf4c15dc3af61899d57aff1a2a",
          "body": "The loader-invariant test bound the helper's return value it never used; ruff F841\nfailed the Lint step on every matrix job. Gate discipline note recorded: the local\ngate had shown this as a \"hidden fix\" line and it was misread as informational.",
          "is_bot": false,
          "headline": "tests: remove unused variable that failed lint",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-13T00:05:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b082e8b6d6b9fc0ebb776c8382d6e4b28fad8016",
          "body": "The builder refused two raw plugin tools normalizing to one callable, but\n_validate_manifest checked each pin independently - so an externally generated or\nhand-edited manifest whose pins were EACH individually canonical (correctly derived\ncallable_name, valid digest shapes) could carry a collision,\n[…]\nrding in verifier\ndocstrings and the CLI comment replaced with schema-stable phrasing, and the README\ntest references include tests/test_mcp_runtime_identity.py.\n\n947 tests green, ruff and mypy clean.",
          "is_bot": false,
          "headline": "mcp: callable-collision refusal is a loader invariant (review 13, P1)",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-13T00:02:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a618a62f3f09f8652d434f9040ace0d8b2c90b3",
          "body": "PROVEN.md carries the v0.5.9 evidence: the public CI and release run IDs (both\nverified green before citing) and the verbatim manifest-v6 proofs - both identities\npinned, callable-identity authorization with the raw spelling refused, collision\nrefusal with no manifest written, and the v5 migration refusal - with the 25\ndeterministic tests that pin the same properties.",
          "is_bot": false,
          "headline": "docs: publish the v0.5.9 release proofs",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T23:48:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc9a7220f2298517a60c00b90c71e5b5d46db24b",
          "body": "…ntity, modeled separately\n\nThe single carry-forward item from the review sequence, pulled forward from 0.6.0 on\nPhilip's direction and closed, tightly scoped: the 0.5.8 boundaries are otherwise\nunchanged.\n\nManifest v6 (MANIFEST_VERSION = 6): every server entry carries a canonical\nruntime: {mode: st\n[…]\nshable at call time until the next verify, which refuses on raw\nidentity - exactly why both identities are pinned.\n\n944 tests green, ruff and mypy clean, wheel smoke verified 0.5.9 from a neutral dir.",
          "is_bot": false,
          "headline": "0.5.9: manifest v6 - raw declaration identity and Claude callable ide…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T23:43:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91aa6086f1eb3da191913c68499dca174b836daa",
          "body": "PROVEN.md carries the v0.5.8 evidence: the public CI and release run IDs (both\nverified green before citing), the in-place claim-correction record, and the\nalias-residual demonstration test reference.",
          "is_bot": false,
          "headline": "docs: publish the v0.5.8 release proofs",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T22:37:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb61e9ee565dfa70811903072ed1a0ad7251169e",
          "body": "A claim-correction patch from an eleventh external review, whose central finding was\na failure of OUR verification, not of the reviewed code: 0.5.7 published that Claude\ndoes not document plugin callable-name normalization, when the rule IS explicitly in\nthe Claude Code MCP reference (any character \n[…]\ned as a demonstration test (call time allows the approved\nalias, the next verify refuses the swapped declaration).\n\n919 tests green, ruff and mypy clean, wheel smoke verified 0.5.8 from a neutral dir.",
          "is_bot": false,
          "headline": "0.5.8: plugin callable-name claims corrected to the documented rule",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T22:33:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "43ebf4b6aaf91bba159c59effc5b5b4461ec9609",
          "body": "PROVEN.md carries the v0.5.7 evidence: the public CI and release run IDs (both\nverified green before citing), the verbatim full-decommission refusal, and the\nverbatim ValueError for an unhashable sequence member, with the deterministic tests\nthat pin the same properties.",
          "is_bot": false,
          "headline": "docs: publish the v0.5.7 release proofs (review 10, evidence pattern)",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T22:07:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7fd4310398fad009d3398af1bd4abb49631b4c4",
          "body": "…gin name boundary\n\nA small correctness patch from a tenth external review (no P0 found; the review\nrecommended folding these into 0.6.0 - shipped now as 0.5.7 per Philip).\n\nP1, full decommission refuses precisely: acknowledging removal of EVERY pinned server\ntripped the generic empty-observation re\n[…]\nent includes removal acknowledgements and\nwhole-server inventory; verify docstring OAuth wording is per-transport.\n\n918 tests green, ruff and mypy clean, wheel smoke verified 0.5.7 from a neutral dir.",
          "is_bot": false,
          "headline": "0.5.7: deliberate decommission semantics, ValueError consistency, plu…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T22:03:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "474d5ee6d143cb7ec34c299010fa20b315faec90",
          "body": "…esiduals\n\nPROVEN.md carries the v0.5.6 evidence: the public CI and release run IDs (both\nverified green before citing), the verbatim whole-server-omission refusal and its\n--removed acknowledgement, and the verbatim reserved-name refusal with the\nnever-executed marker command.\n\nThe 100%-compliance s\n[…]\ned (the rug-pull example banner, the CLI section\ncomment, and the mcp subcommand help still said \"tool-catalog governance\" / \"pin the\ncatalog\"); all three now name instructions alongside declarations.",
          "is_bot": false,
          "headline": "docs: publish the v0.5.6 release proofs; close the last terminology r…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T21:40:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c5dd3d5ba8c09aa4abab3700810d4e36a0889b60",
          "body": "…licy order, reserved names\n\nA narrowly scoped correctness patch mandated by a ninth external review.\n\nP0-1, a wholly omitted pinned server refuses: diff_observation inherited the\nabsent-server WARNING, so a partial multi-server observation verified clean while the\nmanifest kept authorizing the omit\n[…]\nrding, transport-specific OAuth\ndocstring); whole-server inventory rule stated in README and the verify docstring.\n\n901 tests green, ruff and mypy clean, wheel smoke verified 0.5.6 from a neutral dir.",
          "is_bot": false,
          "headline": "0.5.6: whole-server inventory, strict containers, membership-first po…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T21:35:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cd7048ce4ea496ce008244b0ff894929a43ee100",
          "body": "PROVEN.md carries the v0.5.5 evidence: the public CI and release run IDs (both\nverified green before citing), the verbatim source-omission refusal, the verbatim\nmalformed-event provenance record from a reused process through the real hook, and\nthe verbatim WebSocket-OAuth CLI refusal, with the deterministic tests that pin the\nsame properties.",
          "is_bot": false,
          "headline": "docs: publish the v0.5.5 release proofs (review 8, item 25)",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T21:03:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1bcddfbcb99279864bc135d85631b3429765071",
          "body": "…t, canonical pins, ws header-only\n\nA narrowly scoped correctness patch mandated by an eighth external review.\n\nP0-1, McpObservation is a strict complete-observation contract: 0.5.4's\ndiff_observation compared only the components supplied, so omitting sources bypassed\nlaunch/remote identity entirely\n[…]\nt\nunqualified determinism shorthand qualified; pin CLI help names declarations,\ninstructions, and source warnings.\n\n869 tests green, ruff and mypy clean, wheel smoke verified 0.5.5 from a neutral dir.",
          "is_bot": false,
          "headline": "0.5.5: complete-observation contract, malformed-event provenance rese…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T20:58:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "40dd451fcc464ba8643ae764189836f192513e24",
          "body": "…tem validation\n\nA 100%-compliance validation of 0.5.4 against review 7's 29-item required scope found\nfour residual gaps, all documentation:\n\n- Item 13 (publish evidence): PROVEN.md now carries the v0.5.4 release proofs - the\n  public CI and release run IDs (verified to exist and be green before ci\n[…]\nsame\n  normalized-inputs-same-version qualifier as everywhere else.\n\nAll other 26 items were verified compliant with evidence; the full matrix is in the\nsession record. 833 tests, ruff and mypy clean.",
          "is_bot": false,
          "headline": "docs: close the last four review-7 compliance gaps found by item-by-i…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T20:25:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7c456a3af109486ec7ca5a62c6d025e369f9e4c1",
          "body": "…e, hash-locked release toolchain\n\nThe final 0.5.x correctness patch, mandated by a seventh external review (the first\nwhose Claude-behavior claims all verified against the official docs without\ncorrection), before 0.6.0 begins.\n\nP0-1, one omission-resistant manifest-v5 verify: diff_manifest is cata\n[…]\nION, FAQ, WHY, and the package docstring; LANDSCAPE scoped as a dated\ndocumentation review with no absence claims.\n\n833 tests green, ruff and mypy clean, wheel smoke verified 0.5.4 from a neutral dir.",
          "is_bot": false,
          "headline": "0.5.4: omission-resistant v5 verify, concurrency-safe audit provenanc…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T20:11:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0499397ec00d5ac57db6a1b3b18e2b704edb9d99",
          "body": "… read the dynamic version source\n\nhatchling 1.31.0 requires Python >= 3.10, but the build-system requires clause is\nevaluated on every supported interpreter (pip install -e on 3.9 builds with it too),\nso the pin broke the 3.9 lane. Pin 1.27.0, the newest hatchling that still supports\n3.9, with the \n[…]\nectory:\nfrom the repo root, `import recusal` finds the checkout's source tree and the\ncomparison proved nothing about what the action installed. An empty parse also\nfails rather than comparing blanks.",
          "is_bot": false,
          "headline": "ci: hatchling pin must track the 3.9 package floor; provenance checks…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T19:22:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "970c97d4968555b5fd550d534f5f6211f9a9b6fe",
          "body": "…g, claim-boundary corrections\n\nCorrectness and claim-boundary release mandated by a sixth external review, before\nany 0.6.0 work.\n\nP0-1, audit control identity is authoritative: caller-supplied recusal_version and\nmanifest_sha256 are stripped, never merged; one _control_identity helper serves every\n[…]\norked example; stale v3 header-name\ndescriptions corrected; categorical peer claims and percentage estimates removed.\n\n805 tests green, ruff and mypy clean, wheel smoke from clean venv verified 0.5.3.",
          "is_bot": false,
          "headline": "0.5.3: authoritative audit provenance, manifest v5 instruction pinnin…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T19:18:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "25a87ad35dc2072898a701cc23db1232a1ccb19e",
          "body": "…16, repair-launcher in HOWTO\n\nRecipe 14 now shows the config-plus-dump pin for remote servers with header templates, oauth scopes, and the headersHelper guidance (pin the reference, never the value; recusal never executes the helper); new recipe 16 wires audit= with control identity end to end (tail resume, policy_id/policy_version, automatic recusal_version and manifest digest, anchored verify); HOWTO documents the --repair-launcher migration for pre-0.4.2 installs.",
          "is_bot": false,
          "headline": "Cookbook: v4 remote identity worked example, control-identity recipe …",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T18:32:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0873e9ed5d8fc85b31137d455ab5cae0eacf330",
          "body": "…d completely\n\nManifest v4 completes remote source identity: header value TEMPLATES\n(a same-name Authorization swap between read-only and admin credential\nreferences is drift; v3 pinned names only and passed it), the\nheadersHelper command template (Claude executes it at connect time; it\nwas previous\n[…]\n-sources-readable, same evidence\nsame policy same version same verdict); guardrail and agent-framework\ncomparisons corrected to the defensible form; the 0.5.1 changelog\noverstatement amended in place.",
          "is_bot": false,
          "headline": "0.5.2: architecture closure - the boundary stated exactly, implemente…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T18:27:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a5812cf717b1a45df24938a02001b508da26cd9",
          "body": "Every configured server is verified, remote transports included:\n.mcp.json is parsed by transport type with Claude Code's rules, remote\nentries pin {transport, url_template, header_keys}, and an added\nunpinned remote server, a transport swap, a URL without a type, or a\nremote entry carrying stdio la\n[…]\nurces, and\nfalsey malformed config values.\n\nBoth P0 attacks live-proven refused through the real CLI: the added\nremote server and the env value swap each exit 2 with the drift named,\nnothing executed.",
          "is_bot": false,
          "headline": "0.5.1: the source artifact covers every configured server, completely",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T17:37:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e16f8869340de7ffdd289bd9fb58d611fd6d26f2",
          "body": "The 0.5.0 feature is launch-template integrity, not execution identity: the CHANGELOG 0.5.0 section, README, and the published release notes now say so, with the residuals (env values, PATH/registry resolution, executable bytes, remote transport identity) named. Plugin metadata scopes its fail-close\n[…]\nstatement for the lock-serialized reality; the tail-resume docstring describes the end-seek implementation; minimal-env is stated as not-a-sandbox; --from is stated as not attesting endpoint identity.",
          "is_bot": false,
          "headline": "Docs: correct every claim that outran the implementation",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T17:21:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "70778b2e613047e5e3c7e97c2885e2cd9c71afb3",
          "body": "Reordered args, an injected env key (LD_PRELOAD), and a renamed server are each refused before any launch; the documented template-level residual (a changed env VALUE under an unchanged template verifies) is pinned as a test so it cannot silently become a claim; and a server pinned via --stdio verifies via --claude-config, proving templates compare structurally, not by which flag supplied them.",
          "is_bot": false,
          "headline": "Extend launch-identity adversarial coverage",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T16:42:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6506f926e12ca02cee60e483d228dac1db6bef8c",
          "body": "…the catalog\n\nManifest v2 pins each server's launch specification: the UNEXPANDED\ncommand template, args, cwd, and environment variable names (never\nvalues, and never hashes of values), plus a source_fingerprint over the\ncanonical identity. verify compares every configured launch spec\nagainst the pi\n[…]\nmplate-level (env values are not pinned, PATH and registries resolve\nwhat they are asked for - pin package versions in args), and external\ntransports are outside launch-identity scope by construction.",
          "is_bot": false,
          "headline": "0.5.0: MCP execution identity - the pin covers the process, not just …",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T16:37:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "50be54bea60bebd1dbcf20a20a8a4a8f19edeffe",
          "body": "…erant\n\nPython 3.12+ on Linux/macOS parses far deeper JSON before the C-stack guard trips, so at 5000 levels the deep payload parsed cleanly there and was refused by the non-object-tool check instead of the depth wrap - a different named refusal, same property. The fake server now nests 200000 levels and the test accepts whichever named McpFetchError fires: the property is refusal-not-crash, not which guard fired first.",
          "is_bot": false,
          "headline": "Pin the hostile-depth wire test to the refusal property, platform-tol…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T16:23:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6087e0b9efc2ba4e57357004045258de579370a3",
          "body": "…amed\n\nThe launcher: Claude Code runs shell-form hooks under Git Bash on\nWindows and falls back to PowerShell when it is absent, where the POSIX\nlauncher is a parse error with exit 1, a non-blocking code - the gate\nsilently disabled (live-verified on Windows). init is now\nplatform-aware: a PowerShel\n[…]\n policy, same version, same verdict\"; the Windows scope\nis stated wherever the launcher appears; @file references are named as\noutside PreToolUse; audit messages are named as plaintext record\ncontent.",
          "is_bot": false,
          "headline": "0.4.2: close the runtime trust boundaries the third external review n…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T16:20:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "72338df10aa99ed50e404a4978fe21f2f4b6bc07",
          "body": "run_pretooluse_hook(audit=, actor=): every adjudication - defer, allow,\ndeny, malformed-event and policy-error denials included - appends one\nhash-chained entry naming the tool, the decision, and the reasons, with\nthe proposed tool_input bound by SHA-256 fingerprint and never embedded.\nAn unwritable\n[…]\n after; the\ndefault resume=full is unchanged. Reading stays tolerant; verifying\nstays strict (verify_file). Pinned across both resume modes, including\nthe chain growing across separate hook processes.",
          "is_bot": false,
          "headline": "Audit wiring for the hook and memory-bounded tail resume",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T15:24:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3e77c8d26d2dbe6839bdef615db288c5ef60e0bb",
          "body": "Fixed: verify_file is a strict verifier (malformed nonblank line or a\nmissing file is a verification failure; the CLI already refused these,\nthe library helper now matches); the GitHub Action installs the recusal\nbundled with its selected ref instead of latest-from-PyPI; the stdio\nfetcher treats ini\n[…]\n executable\ncode; launch-spec pinning is a named roadmap item); claims tightened to\nwhat the implementation proves; read-only stated as nonmutating, not\nconfidentiality-safe; independent defined once.",
          "is_bot": false,
          "headline": "0.4.1: hardening and documentation, driven by two external reviews",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T15:23:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "16062bbcb7d3166b57e8963d43a4032a2e4f702d",
          "body": "…ison section\n\nThe wedge is now two sentences plus a pointer: the external claims (the\nAnthropic reward-hacking study, the Berkeley benchmark-gaming result, the\nauto-mode false-negative figure, the MCPTox attack-success figure) live in\ndocs/WHY.md prose and docs/REFERENCES.md, not on the front page \n[…]\nsummary) and the product-comparison section are\nremoved; docs/LANDSCAPE.md keeps the comparison one click away. Prose\npass throughout: comma splices replaced with colons/semicolons, em\ndashes removed.",
          "is_bot": false,
          "headline": "README: shrink the wedge, move evidence to WHY/REFERENCES, cut compar…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T14:35:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f401da84ee90aad3d646709779ce191a7bebb61b",
          "body": "…ture\n\nA string `passed` was read against a false-token blocklist, so an\nunrecognized token (passed: maybe) coerced to PASS while\nstatus: maybe failed closed. Both fields now share the allowlist\nposture: a string counts as a pass only when it is an affirmative token;\nanything unrecognized reads as a\n[…]\n\nonly widens which paths an allowlisted read-only binary reads, and can\nnever select the binary itself. The comment now says exactly that, and\nboth directions are pinned in test_claude_code_allowlist.",
          "is_bot": false,
          "headline": "Fail closed on unrecognized string `passed` tokens; document glob pos…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-12T14:24:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6e749da23974a149b8f45f55e57ea3f58868950f",
          "body": "…e stack\n\nTwo new cookbook recipes close the \"how do I actually use the 0.4.0 MCP feature\" gap:\n\n- Recipe 13 \"Pin your MCP servers and enforce the pin\": the flagship local-server\n  workflow — pin a .mcp.json / stdio catalog, wire manifest_policy into a PreToolUse\n  hook (\"no pin, no MCP\"), and verif\n[…]\nests/test_mcp_cookbook.py\nexercise the exact recipe code (importing the real example module, not a paraphrase), so\na recipe that drifts from its promise fails CI. Docs-only + tests; no product change.",
          "is_bot": false,
          "headline": "docs: cookbook recipes for MCP pin-and-enforce and the full governanc…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-10T22:27:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b1e6613c0ccbcc082cbca799d723da28770d7a70",
          "body": "…ning (#3)\n\nGitHub is force-migrating Node 20 actions onto the Node 24 runtime; pinning to the\nfirst Node-24 major of each silences the warning (verified via each action's\nruns.using): checkout v4->v5, setup-python v5->v6, upload-artifact v4->v6,\ndownload-artifact v4->v7. Minimal bumps, not latest, to keep the diff small. CI\nconfig only; no product change.\n\nCo-authored-by: Philip Paz <philip.paz@gmail.com>",
          "is_bot": false,
          "headline": "ci: bump actions to their Node 24 majors to clear the deprecation war…",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-10T21:18:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6dbff5ecb0efa6029b8ccace208d018d7c709620",
          "body": "The test job now runs the full Python 3.9–3.13 sweep on Linux plus a cross-platform\nsmoke (Python 3.12) on macOS and Windows. The interpreter-probe launcher and the stdio\nfetcher have OS-specific paths (POSIX vs. Windows argv/quoting), and the suite already\npasses locally on Windows; this makes that coverage continuous instead of manual. The\ndogfood action-gate job stays Linux-only (it uses a POSIX heredoc and /tmp paths).\n\nCo-authored-by: Philip Paz <philip.paz@gmail.com>",
          "is_bot": false,
          "headline": "ci: run tests on macOS and Windows too, not only Linux (#2)",
          "author_name": "Philip Paz",
          "author_login": "philpaz",
          "committed_at": "2026-07-10T20:01:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56ce1978630bb1edb55f38cf6ba20726033e98dd",
          "body": "…g pull\n\nAdd recusal.mcp (pure kernel) + recusal.mcp_fetch (stdio collection), the\ndiscovery-boundary counterpart to the call-time gate. The model chooses tools by\nreading their declared descriptions, so a poisoned or post-approval-changed\ndeclaration steers the agent before any call exists to gate.\n[…]\nainst two real MCP\nservers (a FastMCP gateway and the production Salesforce Hosted MCP), captured as\nfixtures in tests/test_mcp_live.py. Zero runtime dependencies. ruff + mypy clean;\nfull suite green.",
          "is_bot": false,
          "headline": "0.4.0: MCP discovery governance — pin the tool catalog, refuse the ru…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-10T19:49:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "34466608684d345567c48b40b3fd97d9e38c9401",
          "body": "…ded GitHub Action\n\nThe kernel, one seam further out: CI is by construction not the session that did\nthe work, so a recusal verdict there blocks a merge the way the hook blocks a\ntool call.\n\n- recusal verdict findings.json: PASS/RETRY/FAIL -> exit 0/1/2; strict by default\n  (a finding with no status\n[…]\n(a\n  tampered audit log must make the gate refuse); drift-locked by tests/test_cli.py.\n- recusal --version; plugin version surfaces bumped in lockstep.\n\n535 tests green; ruff, ruff format, mypy clean.",
          "is_bot": false,
          "headline": "0.3.0: CI adjudication CLI (verdict / audit verify / doctor) + dogfoo…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-09T03:46:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "88e5d7b9e7843f9b5f859f8400c5c792fdf597b8",
          "body": null,
          "is_bot": false,
          "headline": "Add author contact (LinkedIn) to README and PyPI project urls",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-07T21:35:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02ef7b35d19e01bf61e9d0f489a25fb07eca1145",
          "body": null,
          "is_bot": false,
          "headline": "style: ruff-format the 0.2.0 scaffolder and plugin test files",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-07T19:33:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47ffebefe8472329660c2d57f645d99ea5fd1886",
          "body": "… GIF\n\n- python -m recusal init (and the recusal console script): scaffolds the gate\n  and registers the fail-closed launcher; never overwrites a gate, merges\n  (never clobbers) settings.json, refuses unparseable settings untouched,\n  idempotent; launcher drift-locked to .claude/settings.json.exampl\n[…]\nmo GIF above the fold, rendered from two verbatim transcripts\n  (live bypass-mode refusal + offline claude_refusal.py run).\n- 28 new tests (scaffolder 20, plugin 8); suite 496 passed, ruff/mypy clean.",
          "is_bot": false,
          "headline": "0.2.0: one-command init, Claude Code plugin distribution, README demo…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-07T19:21:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b5b891707bed67c740612a9601e1ad06a59e8999",
          "body": "…list)\n\nThe battle-tested command/path guard that governs this repo used to live only in\nthe copy-paste hook script .claude/hooks/recusal_gate.py, so it could not be\nimported, was tested only end-to-end, and shipped no fix to adopters. Move it into\nthe installable package.\n\n- recusal/deny_list.py: t\n[…]\n\nBehavior is unchanged: the existing red-team and subversion suites pass against the\nextracted engine, and the shimmed hook denies the same payloads. 471 tests pass; ruff,\nruff format, and mypy clean.",
          "is_bot": false,
          "headline": "0.1.3: extract the deny-list into an importable module (recusal.deny_…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-06T04:47:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9055dcf7ddfd0caee831a725be0fa546c5c8b61e",
          "body": "… in the hook\n\nSecurity review (three adversarial passes) found and closed two HIGH issues plus\nsupporting gaps, all pinned by regression tests.\n\n- Kernel (shipped): Finding.coerce read the `status` field against a hardcoded\n  {\"fail\",\"error\",\"warn\"} blocklist while `passed` used the full false-toke\n[…]\nor) across README, SECURITY, HOWTO, WHY, CHANGELOG,\n  and the module docstrings, pinned by a new test. Purged em/en-dashes from all\n  shipped files.\n\n460 tests pass; ruff, ruff format, and mypy clean.",
          "is_bot": false,
          "headline": "0.1.2: fix status silent-pass in the kernel and a self-protect bypass…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-06T04:13:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a850304602a195b57a56b33e5f888da3df487be1",
          "body": "Post-launch validation red-team (adopter + fresh-adversarial + live-install)\nsurfaced issues that reach USERS, now fixed and shipped as 0.1.1:\n\nAllowlist (the strong posture) — HIGH:\n- Removed pytest/mypy/rg/ruff from DEFAULT_SAFE_BINARIES. Each runs arbitrary\n  code through an argument (pytest impo\n[…]\nas contextual (no ranking); SECURITY.md documents the\nsafe-direction over-blocks and the out-of-repo environment boundary.\n\nAll pinned by tests. Suite 421 passed / 3 skipped; ruff, format, mypy clean.",
          "is_bot": false,
          "headline": "0.1.1: harden allowlist default + close self-protection enumeration gaps",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-06T01:05:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "accd3ef65f1ad62152706511cd9b5cdfaf2ba1a3",
          "body": "…rsion is a no-op",
          "is_bot": false,
          "headline": "release: skip-existing on PyPI publish so re-releasing a published ve…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-06T00:41:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d20e64d0db0e2150be118a699fc2003870bafac",
          "body": "…test\n\nThe trailing-dot/space stripping added to _norm_path used a lookahead\n(`[ .]+(?=/)`) that backtracks quadratically on a long run of dots or\nspaces -- a ReDoS foot-gun (0.26s on 10k chars, and it grows with the\nsquare). Replaced it with an rstrip per '/'-delimited component, which is\nlinear: 2\n[…]\n5s. 2s still cleanly separates linear from the old quadratic (minutes)\nwhile tolerating runner variance. Added a linearity test for _norm_path.\n\nSuite 418 passed / 3 skipped; ruff, format, mypy clean.",
          "is_bot": false,
          "headline": "Fix ReDoS in path normalization; stabilize the anti-quadratic timing …",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-06T00:18:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fc9df69afe1ff8ad8bec996967ff23259f0b0293",
          "body": "… the two postures as contextual\n\nThird red-team round (evade-new-protections, import/env-shadow, allowlist).\n\nDogfood hook:\n- Protect the recusal package DIRECTORY itself: mv/rename/rm/mklink of\n  recusal (bare token) now refused, mirroring the .claude/.git guard.\n- Refuse git restore (the modern g\n[…]\nt-of-repo environment\nboundary (site-packages/.pth/sitecustomize) and the safe_binaries arg-safe\nrule in SECURITY.md.\n\nAll gaps pinned by tests. Suite 417 passed / 3 skipped; ruff, format, mypy clean.",
          "is_bot": false,
          "headline": "Close remaining self-protection gaps; harden default allowlist; frame…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-06T00:09:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9a4c1df1ab5a265b21a959717c09f8f64406f00f",
          "body": "Continued red-team of the dogfood hook found control-path writes that the\nself-protect verb list missed, so they deferred (fail open):\n\n- New-Item -Force and Clear-Content (overwrite / truncate a protected file)\n- [IO.File]::WriteAllText / [System.IO.File]::WriteAllText (.NET write)\n- icacls / attri\n[…]\npinned by a no-over-block\ntest). Path-form evasions of the recusal/ guard (./, //, backslash, case,\n__pycache__/*.pyc) were all already denied.\n\nSuite 414 passed / 2 skipped; ruff, format, mypy clean.",
          "is_bot": false,
          "headline": "Extend kill-switch guard to PowerShell/.NET write verbs",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-05T23:53:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "854ffd8ab3ce5760438225be3e52fef6683eaa24",
          "body": "…t at front\n\nSecond red-team pass found a fresh fail-open seam in the dogfood hook. It\nimported the in-repo recusal package via sys.path.insert(0, _REPO), putting\nthe repo root ahead of the standard library. An agent could then write a\ntop-level hashlib.py / json.py / shlex.py / re.py -- a path with\n[…]\ncan shadow nothing.\nThe script dir Python places at sys.path[0] is .claude/hooks, itself a\nprotected control path. Pinned by a regression test.\n\nSuite 412 passed / 2 skipped; ruff, format, mypy clean.",
          "is_bot": false,
          "headline": "Close stdlib-shadow gate bypass: append repo to sys.path, never inser…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-05T23:48:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d400e81e8914aa9fb128aaf92c585686af089e60",
          "body": "Red-team of the public repo surfaced two real fail-open seams in the\ndogfood posture, both now closed and pinned by tests:\n\n- The hook delegates every decision to the in-repo `recusal/` package it\n  imports, but only the hook shim and settings were protected. An ordinary\n  allowed Edit to `recusal/*\n[…]\nh, two unsourced WHY.md claims, the unscoped 17% figure, the\n\"no I/O\" / stdlib-only / line-count nits, and a dangling landscape note.\n\nFull suite 411 passed / 2 skipped; ruff, ruff format, mypy clean.",
          "is_bot": false,
          "headline": "Harden dogfood self-protection and fail-closed launcher; fix doc claims",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-05T23:41:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4af31a229b0691506a64691267107fefa3f484b9",
          "body": "… hole\n\nClaude Code treats a hook command that fails to launch (exit 127) as a\nnon-blocking error: the tool call proceeds. The documented `python3 ...`\ncommand therefore silently disabled the gate on stock Windows, where only\n`python`/`py` exist and the WindowsApps store stubs shadow both names.\n\nTh\n[…]\ndenied (backslash paths normalized), benign\ncommands defer and run.\n\n.gitignore now excludes .claude/settings.json so activating the gate on a\nclone stays a deliberate step; the example is what ships.",
          "is_bot": false,
          "headline": "Fail-closed cross-platform hook launcher; close the Windows fail-open…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-05T21:55:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b1e564a335a9ca6e7bf75cffabb0d89cf113e5c5",
          "body": null,
          "is_bot": false,
          "headline": "Add launch banner and brand assets",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-04T22:36:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca4a33be450ea194aff4b94fbcc193bbeb5170c2",
          "body": "Promote the default-deny posture from a cookbook recipe / example into\nshipped API: recusal.claude_code.allowlist_policy. Nothing runs unless\naffirmatively named — vetted first binaries only (exact argv token), no\nshell metacharacters, bare interpreters refused (python script.py is a\nprogram the gat\n[…]\nlimit note.\nexamples/allowlist_gate.py now wires the library policy instead of a\nprivate copy, so the demo and the API cannot drift.\n\nGates: 406 passed / 2 skipped, ruff lint+format clean, mypy clean.",
          "is_bot": false,
          "headline": "Allowlist mode as library API + two-tier subvertability claims",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-04T02:16:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "93f47a3763fe041b1a953b9ea849311def9a02ae",
          "body": "Both tools self-ignore via an internal .gitignore, but listing them keeps\ncontributor setups clean regardless of tool version or configuration.",
          "is_bot": false,
          "headline": "Ignore mypy and ruff caches explicitly",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-03T00:28:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b05792daec41f158893db950bda1b7abd8c9611",
          "body": "Rename the [Unreleased] heading to [0.1.0] - 2026-07-02 so the GitHub release\nnotes (generated from CHANGELOG.md) and the tag-vs-version release guard line up.",
          "is_bot": false,
          "headline": "Cut the 0.1.0 changelog section for release",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-03T00:19:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51555725a7b6a97253f61db38860dde1e2e1e256",
          "body": "Fact-check external citations and reconcile claims: add docs/REFERENCES.md,\ncorrect LANDSCAPE (synthesis not a fabricated quote; add LlamaFirewall,\nAgentRunner), refresh WHY, and regenerate the PROVEN verbatim blocks so they\nreproduce the hook output exactly. CHANGELOG + CITATION housekeeping.",
          "is_bot": false,
          "headline": "Audit docs against sources; add REFERENCES, sync PROVEN verbatim blocks",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-03T00:17:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd13655d7b8a00380523d42a8f9e5c071a00ccc7",
          "body": "… quarantine recipes\n\nClose 11 red-team bypasses in the self-governance hook, fix a ReDoS in its\npattern matching, and document the deny-list's limits in SECURITY.md. Add\ndefault-deny allowlist and injection-quarantine example policies with smoke\ncoverage.",
          "is_bot": false,
          "headline": "Harden the dogfood hook (ReDoS + red-team bypasses); ship allowlist +…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-03T00:17:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f1aa1e6b5a5993a4b833758b3290da79cfcad0f",
          "body": "…rsion test library\n\nA stringified failing outcome (`\"passed\": \"false\"`) is truthy in Python, so\n`bool(\"false\")` is True and a failure could slip through Finding.coerce as a\nsilent PASS - the exact failure mode this library exists to prevent. Read a\nloose `passed` value for intent via `_as_bool`/`_FALSE_LIKE` instead of raw\ntruthiness.\n\nAdd an adversarial \"subversion\" test suite (kernel, classify, audit, hook,\nadapters) that tries to make each surface certify work it should refuse.",
          "is_bot": false,
          "headline": "Harden the evidence kernel against loose-truthiness bypass; add subve…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-07-03T00:17:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aab21ce4c7318e2c31503ca23d0010e63665f869",
          "body": "…) recipe\n\n(a) ReDoS: a timing sweep of every hook regex found _REDIRECT_TO_SECRET was O(n^2)\non a long run of '>' (`>>?...\\S*` matching at each position) -> a 200k-char command\nhung the hook for minutes (a real DoS). Fixed: bounded the unbounded `\\S*` to\n`\\S{0,256}` (linear), and added a 4096-char \n[…]\nface table updated: obfuscation row points to the allowlist recipe; new\ndenial-of-service row covers the length cap + bounded matchers.\n\nAll gates green: ruff + format + mypy + 178 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Fix a real ReDoS in the dogfood hook; ship an allowlist (default-deny…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T23:49:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f48242c75bb02c2a39a4a31f39019ea3dbc707c0",
          "body": "…limit; SECURITY threat model\n\nRan a targeted red-team sweep (44 obfuscated Bash payloads: spacing, quoting, escapes,\nsubstitution, Windows forms) through the actual hook. The existing de-obfuscation pass\nalready caught all quoting/escape/flag variants; found and closed 11 real bypasses:\n\n- POSIX de\n[…]\nrunaway, audit\ntampering, supply chain), each with the architectural response and the honest limit,\nframed as a reference architecture.\n\nAll gates green: ruff + format + mypy + 175 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Red-team the dogfood hook: close 11 bypasses; document the deny-list …",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T23:33:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "df83e44ce62f8532695c2dc450bb1e2c0bbe3ffc",
          "body": "…orms\n\nBroaden the dogfood deny-list beyond shell redirects: a write-like Bash command\n(tee, cp/mv, sed -i, python/perl/ruby/node -e/-c, install, rsync, PowerShell\nSet-Content/Out-File, copy/xcopy/robocopy, or any > / >>) targeting a secret file\n(.env*, *.pem/.key/.p12, id_rsa/id_ed25519) or the gat\n[…]\n deny-list, not a guarantee (documented), but it closes the obvious\nredirect/copy/inline-script bypasses. +14 dogfood regression tests.\n\nAll gates green: ruff + format + mypy + 159 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Extend dogfood hook: catch secret/self-protect writes via more Bash f…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T23:22:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f35ca8f7e48298ea36ab851667559263946ec96f",
          "body": "…choice\n\n- HOWTO §2 and examples/scenarios.py (the gallery + test scenario) used the\n  bypassable startswith() path confinement; switched both to os.path.commonpath,\n  consistent with COOKBOOK/EXAMPLE. \"/workspace/tmp_evil\" no longer slips past. Tests\n  assert decisions (not message text) and stay g\n[…]\nn ci.yml and\n  release.yml documenting that and pointing to SHA-pinning as the production step, so\n  it's a stated decision, not drift.\n\nAll gates green: ruff + format + mypy + 152 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Fix last prefix-path drift (HOWTO + scenarios); document tag-pinning …",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T23:14:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aed8e31b6eaa4f8adcaa0ceb3575f5210db902b4",
          "body": "…audit-doc fixes\n\nSecond hardening round. Reference-architecture framing: NOT chasing auditor-grade\nsupply-chain posture (skipped SHA-pinning the Actions); fixing correctness + honesty.\n\n- (high) The Claude enforcement adapters now adjudicate with strict=True, so a\n  policy-bug dict like {\"severity\"\n[…]\nead audit paths (truncation/full-rewrite detection) already have\ndirect coverage in tests/test_audit_hardening.py from the prior round.\n\nAll gates green: ruff + format + mypy + 152 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Enforcement boundaries fail closed on ambiguous evidence; envelope + …",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T23:09:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8f9271fbe2853ab029cb22b795415c52acd4c539",
          "body": "…ng notes\n\nDoc/claim corrections so the wording matches what the hardened code guarantees.\n\n- audit overclaim fixed (README, WHY, audit.py docstring): \"any later edit detectable\"\n  -> detects in-place edits and reordering only; truncation / full re-hash by a\n  write-access attacker need verify(..., \n[…]\nn audit.py and dropped \"production\" from the two\n  working docs (linkedin/RUNBOOK).\n\nAll gates green: ruff + format + mypy + 148 pytest. 0 em-dashes, 0 \"production\" claims,\n0 broken links. Not pushed.",
          "is_bot": false,
          "headline": "Correct audit/hook/classify claims; reframe PROVEN; CHANGELOG hardeni…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T23:05:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "119366f5827bbe259122af8008efa36f15de827e",
          "body": "dogfood hook (.claude/hooks/recusal_gate.py): now protects its own kill-switch, an\nagent under the gate could previously Edit .claude/settings.json (disableAllHooks)\nor the hook script and disable enforcement mid-session (Claude Code hot-reloads\nsettings). Refuses writes to .claude/settings.json, se\n[…]\n basename .env match (was \"/.env\",\nmissed a relative .env), added MultiEdit, noted Bash-redirect is out of scope for a\nfile_path guard.\n\nAll gates green: ruff + format + mypy + 148 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Harden dogfood hook + example/cookbook policies",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T23:00:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "92185d670bf2717ec8c64ed782d94a55eb9fde0d",
          "body": "…, strict coerce\n\nFrom three adversarial module reviews + an external hardening pass. Code + tests\n(141 pass, +17). Doc/claim corrections and the dogfood/example policy fixes follow\nin the next commit.\n\nclaude_code: a malformed or non-object PreToolUse event now FAILS CLOSED (deny) by\ndefault instea\n[…]\n., strict=True) / Finding.coerce(\n..., strict=True) reject a loose dict with no explicit status/passed instead of\nsilently treating it as a pass; also accept a \"passed\" bool key. Lenient default kept.",
          "is_bot": false,
          "headline": "Harden core modules: hook fail-closed, classify markers, audit limits…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T22:57:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eda641aba5d220d6d9299e711bb0f7e3a4e83ddb",
          "body": "An external review flagged three real issues; all confirmed against the code and fixed.\n\n1. (medium) Release could be \"ready\" with missing/empty gate evidence. all([]) is\n   True, so release(\"m\", []) and adjudicate_all() over a partial evidence map both\n   reported release_ready=True, undermining \"e\n[…]\nlt\n(require_all=True); checks intentionally require materialized sequences (docs tightened,\nsignature already Sequence), not iterators.\n\nAll gates green: ruff + format + mypy + 124 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Fix 3 review findings: release vacuous-pass, checks docs, HOWTO assert",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T22:41:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4f1816f4b78d608c3864450c42853ca54a5597a5",
          "body": "- README: link the three load-bearing claims to primary sources (Anthropic\n  reward-hacking research, UC Berkeley RDI benchmarks, Anthropic Claude Code\n  auto-mode post), so the wedge section is sourced, not asserted.\n- HOWTO §3 + README: mark the Managed Agents SDK surfaces (permission_policy,\n  us\n[…]\nllustrative and to be verified\n  against the reader's Agent SDK version; tool_confirmation only builds the dict\n  and has no SDK dependency.\n\nGates green: ruff format --check + 119 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Cite README stats; label Managed-Agents adapter as illustrative",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T22:31:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cd327ab6817f82a81476e488e41a00bad80969bf",
          "body": "…ction\"\n\nThree subagents re-verified every external claim across all markdown against the\nweb and flagged tone. Findings applied:\n\nACCURACY (one real fabrication, one real doc/code bug, both fixed):\n- WHY.md cited a human-oversight \"single-digit to low-double-digit %\" approver\n  catch rate to \"studi\n[…]\ned (PR template); examples/README no longer\n  references screenshots that don't exist.\n\nAll gates green: ruff + ruff format --check + mypy + 119 pytest. 0 em-dashes, 0\n\"production\" claims. Not pushed.",
          "is_bot": false,
          "headline": "Deep-research audit pass: cut overclaim, reframe LANDSCAPE, no \"produ…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T22:28:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "450a0fd2b95b0308e95b2ea23f8fe3737c98a370",
          "body": "Three things, all toward a credible public release: facts only, no em-dashes,\nclear \"so what\" plus a concrete use-case example.\n\nACCURACY (every claim web-audited; two were false):\n- \"Nature / peer-reviewed study\" was wrong: the sys.exit(0) reward-hacking finding\n  is Anthropic's \"Natural Emergent M\n[…]\nuration\nfor a real use case (a database-admin agent left in auto mode), wired into README,\ndocs index, and examples index.\n\nAll gates green: ruff + ruff format --check + mypy + 119 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Accuracy audit + remove all em-dashes + add worked-example doc",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T21:51:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "55ce85cb22933807cddefc3b109a2385225d5731",
          "body": "One-line-per-example index grouped by intent (see-the-refusal / plug-into-an-agent\n/ other surfaces), with the offline no-key demos flagged and links to the cookbook.\nThe one non-bloat content add; makes the examples dir self-explanatory for a\nfirst-time visitor. Not pushed.",
          "is_bot": false,
          "headline": "Add examples/README.md — a navigable index of the demos",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T19:03:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad9ee9c093046adc46639215cdadf3abd43930e6",
          "body": "… CITATION\n\nGitHub/PyPI first-impression pass:\n- README: add a \"See it refuse (20s, no API key)\" section right after Install — a\n  clone-and-run path that pays off immediately (claude_refusal + gallery).\n- pyproject: broaden classifiers (AI, Security, OS Independent, Py3-only,\n  Information-Technolo\n[…]\nff: lets people cite the work and renders GitHub's \"Cite this\n  repository\" button — on-brand for a thesis-driven project.\n\nAll gates green: ruff + ruff format --check + mypy + 119 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Release polish: 20-second \"see it refuse\" path, PyPI discoverability,…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T18:55:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d868955b864611330d2b91b141e2285305e8ab8c",
          "body": "The biggest stars->installs adoption lever: a curated, copy-paste recipe set so\nusers don't start from an empty policy. 10 recipes for the actions people actually\ngate — destructive shell, unscoped SQL, secret-file/workspace confinement,\nwrong-subject writes, egress allowlist, prompt-injection quara\n[…]\n(honest: \"not turnkey security\"), wired for\nboth the Claude Code hook and any agent loop. Linked from README + docs index;\nCI-tested versions of the core recipes already live in examples/scenarios.py.",
          "is_bot": false,
          "headline": "Add docs/COOKBOOK.md — copy-paste policies to kill blank-policy friction",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T18:53:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5c6c5bbed20bdc74bfd0da2517a337fe654dc604",
          "body": "Positioning decision: Claude-native hero + framework-neutral core, with the\nfibo/banking origin vocabulary removed from all code, examples, and tests. No\nbehavior change — naming only — all 119 tests still green.\n\n- data-quality examples (checks docstring, README, HOWTO, EVIDENCE, quickstart,\n  test\n[…]\n dishonest, and that doc's value is\nthat it's reproducible. CODE_OF_CONDUCT \"members\" is Contributor-Covenant boilerplate.\n\nAll gates green: ruff + ruff format --check + mypy + 119 pytest. Not pushed.",
          "is_bot": false,
          "headline": "Scrub origin-flavor vocabulary: Claude-native hero, vendor-neutral core",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T18:45:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "775a11b418f7772c87e38d93b5f2d868841d2067",
          "body": "…lity, close doc gaps\n\nResolve the open review critiques with real changes, not just notes:\n\n- gates: rebuild GateAdjudicator on the shared compute_verdict kernel — typed\n  GateResult/ReleaseEvidence, no parallel dict world. Strip all Salesforce/\n  migration vocabulary (sf_count/target_org/event_bus\n[…]\noor row); make quickstart runnable from a bare clone; bump the mypy\n  target to 3.10 to clear the config warning.\n\nAll gates green: ruff + ruff format --check + mypy clean, 119 tests pass. Not pushed.",
          "is_bot": false,
          "headline": "Launch-prep: unify gates on the verdict spine, prove framework-neutra…",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T18:26:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7ea37544c60a73afa4065063a22a87ffd7a1475f",
          "body": "Add a full-system Architecture section to the README and update the EVIDENCE spine\ndiagram so the Verdict shows all consumers (claude/claude_code, audit, classify, gates).\nCorrect PROVEN (audit log is shipped, not roadmap) and add routing/audit to WHY's\n\"what it gives you\". All modules now documented; internal links verified.",
          "is_bot": false,
          "headline": "Docs accuracy pass: full architecture + latest modules everywhere",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T04:19:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "369345029aad422b4e035bb51cadb6bff4a75558",
          "body": "classify_failure / classify_verdict route a failure to a class + remediation channel\n(transient->retry, policy_violation->refuse, prompt_injection->quarantine, code_bug->\nfix-code, data_shape->fix-data, data_missing->fetch-data, spec_ambiguity->ask-human) by\nexplicit markers — first match wins, unmatched falls back to ask-human, never guesses.\nExtensible/replaceable taxonomy. Demo + 12 tests; documented in README/HOWTO/EXTENDING.",
          "is_bot": false,
          "headline": "Add deterministic failure classifier/router (recusal.classify)",
          "author_name": "Philip Paz",
          "author_login": null,
          "committed_at": "2026-06-30T04:05:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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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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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
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            "components": [
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_issues_or_data",
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "3/3 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
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          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 36,
            "inputs": {
              "followers": 0,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "philpaz",
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              "account_age_days": 5095
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
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                    "code": "owner_personal",
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "status": "excluded",
                "details": [
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                    "code": "not_applicable_to_user_accounts",
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "0 followers of philpaz",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
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                      "login": "philpaz"
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
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                "points": 18.9,
                "status": "partial",
                "details": [
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                    "code": "public_repos",
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                      "count": 8
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                  },
                  {
                    "code": "account_age_years",
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                  }
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                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "ecosystems": "pypi",
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            "components": [
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                "points": 25,
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                "key": "publish_recency",
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                "status": "met",
                "details": [
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                "key": "version_history",
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                "points": 20,
                "status": "met",
                "details": [
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              },
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                "key": "not_deprecated",
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                "points": 20,
                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                  }
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                "max_points": 20
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          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "name": "Engineering Quality",
        "value": 96,
        "weight": 0.2,
        "metrics": [
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            "note": null,
            "notes": [],
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                "key": "ci_workflows",
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                "points": 24,
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                "key": "linter_config",
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                "key": "pre_commit_hooks",
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              },
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                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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            ]
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          {
            "key": "documentation",
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            "notes": [],
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                "llm-security",
                "python",
                "audit-log",
                "ci",
                "devsecops",
                "github-actions"
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              "has_wiki": true,
              "homepage": "https://pypi.org/project/recusal/",
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              "has_docs_dir": true,
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            "components": [
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                "key": "readme",
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                "points": 30,
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              {
                "key": "documentation_directory",
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                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
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                "key": "documentation_homepage_site",
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                "status": "met",
                "details": [],
                "max_points": 15
              },
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                "key": "repository_description",
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                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
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                "key": "topics",
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                "status": "met",
                "details": [
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                "key": "wiki",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
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        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "weight": 0.16,
        "metrics": [
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            "note": null,
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                "key": "binary_artifacts",
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                "points": 7.5,
                "status": "met",
                "details": [],
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                "key": "branch_protection",
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                "key": "ci_tests",
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                "key": "cii_best_practices",
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                "points": 0,
                "status": "missed",
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                "key": "code_review",
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                "points": 0,
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                "details": [],
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                "key": "contributors",
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                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 0,
                "status": "missed",
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                "max_points": 5
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                "key": "license",
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                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
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                "key": "packaging",
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                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 6",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
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                "points": 5,
                "status": "met",
                "details": [],
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                "key": "signed_releases",
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                "points": 6,
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                "details": [],
                "max_points": 7.5
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                "key": "token_permissions",
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                "details": [],
                "max_points": 7.5
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              {
                "key": "vulnerabilities",
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        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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        "key": "ai_readiness",
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        "name": "AI Readiness",
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        "weight": 0,
        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "agent_instructions",
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                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
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                "status": "missed",
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            "notes": [],
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            "inputs": {
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                "max_points": 8
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                "key": "openssf_scorecard_pinned_dependencies",
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            "components": [
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                "points": 0,
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              },
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              },
              {
                "key": "runnable_examples",
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                "detail": "examples",
                "points": 40,
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                "details": [
                  {
                    "code": "file_list",
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                      "files": "examples"
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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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:recusal@0.7.1; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T18:15:47.986459Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/philpaz/recusal.svg",
  "full_name": "philpaz/recusal",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 StatistikenPyPI.