Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-08-01 07:41 UTC

mycelium-labs / mycelium

Runtime failure prevention for AI agents. Prevents predictable failures before they reach the execution layer

PythonMIT★ 9 Sterne⑂ 1 Forkseit Apr. 2026Auf GitHub ansehen ↗

mycelium-labs/mycelium erreicht einen Gesundheitsindex von 58 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (83/100) ab, am schwächsten bei Community & Adoption (38/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

58
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.

58
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

mycelium.labsOrganisation
0 Follower1 öffentliches Reposeit Apr. 2026

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPImycelium-runtime1.20.13.62736vor 0 Tagenagent-guardrailsagent-reliabilityai-agentscrewaiduplicate-tool-executionidempotencylanggraphllm-agentspythontool-calling

Metriken nach Kategorie

Vitalität

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

83Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
8.3/36Commit-Rhythmus — 12/52 Wochen mit Commits
18/18Commit-Volumen — 305 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year305
human_commit_share1
days_since_last_push0
active_weeks_last_year12

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 32 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 0,4 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count32
latest_release_tagv1.20.1
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases0,4
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

38Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
14.6/60Stars — 9 Stars
0/25Forks — 1 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks1
stars9
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein
Wie die Bewertung erfolgt
47.5/80Downloads pro Monat — 3.627 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesmycelium-runtime
dependents
ecosystemspypi
total_downloads
monthly_downloads3.627
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?

52Mittel · 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
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
36.8/38.3PR-Annahme — 25/26 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/13 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs25
open_issues0
closed_issues29
issue_closed_ratio1
closed_unmerged_prs1
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
0/25Reichweite des Inhabers — 0 Follower von mycelium-labs
2.7/25Kontohistorie — 1 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers0
owner_typeOrganization
is_verified
owner_loginmycelium-labs
public_repos1
account_age_days100

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 36 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesmycelium-runtime
ecosystemspypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

67Mittel · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
0/10Topics
0/10Wiki
Verwendete Eingangsdaten
topics
has_wikinein
homepage
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

44Gefährdet · 16 % des Gesamtindex

Sicherheitslage

44Gefährdet
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 — 12 out of 12 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 0/13 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
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,4
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

60Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md
15/15Maschinenlesbare Doku (llms.txt) — llms.txt vorhanden
40/40Lesbare Commit-Historie — 99 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtja
legible_history_share0,99
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes3.293
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
54.4/55Handhabbare Dateigrößen — 1/86 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes125.835
source_files_sampled86
oversized_source_files1

Eckdaten

9GitHub-Sterne
1Mitwirkende
305Commits, letzte 12 Monate
0Tage seit letztem Push
32Releases
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:mycelium-runtime@1.20.1; advisories assessed against the repository dependency graph instead

Weitere Details

OpenSSF Scorecard 4.4 / 10
4.4Gesamtwert

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 · 2026-08-01 07:41 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests12 out of 12 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 0/13 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
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 2
RegistryPaketVersionsvorgabeManifest
PyPIpydantic>=2,<3sdk/pyproject.toml
PyPIpyyaml>=6sdk/pyproject.toml
Alle Abhängigkeiten nicht erhoben

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

JSON-Rohbericht maschinenlesbar
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          "oid": "390a2012eecc866e6ba7e081bd24eab6e97b3ae2",
          "body": "docs+tests: payment-class identity guidance + Phase 4 reliability suite (v1.19.2)",
          "is_bot": false,
          "headline": "Merge pull request #52 from mycelium-labs/docs/payment-class-identity",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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          "body": "…ntity docs)",
          "is_bot": false,
          "headline": "chore: release v1.19.2 (Phase 4 reliability tests + payment-class ide…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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          "oid": "8fae785e36f84e853709d59cbff5e77caec086f4",
          "body": "… property transitions, payment mock)",
          "is_bot": false,
          "headline": "test: Phase 4 reliability suite (multiprocess, crash-window, outages,…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-31T14:44:55Z",
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        },
        {
          "oid": "6e9264ae24286702f31508c89ce6fd7ba370204b",
          "body": null,
          "is_bot": false,
          "headline": "chore: add hypothesis to dev extras",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-31T14:44:50Z",
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        },
        {
          "oid": "d7cdaa6e3165a042d7267bc488f44335101b067a",
          "body": "Recommended production pattern, no API or key-derivation change:\n- sdk/README: never mint payment-class keys from raw client/LLM args\n  alone; derive from server-authoritative values; deterministic\n  provider_key = HMAC-SHA256(server_secret, action_id) via\n  provider_idempotency_key_param. No wall-clock in identity.\n- Root README: one-line pointer.\n- CHANGELOG: Unreleased / Docs bullet.",
          "is_bot": false,
          "headline": "docs: payment-class identity (server-authoritative) guidance",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-31T03:47:14Z",
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        },
        {
          "oid": "a546683ecd638c1afc47d29833702f0ee0fff204",
          "body": "Docs sync + release prep for the patch:\n- New 'Field mapping for external verifiers' section in sdk/README.md\n  (request_id / external_operation_ref / provider id separation; ref is a\n  handle, not proof). No integration added.\n- Bump badges/banners (root README, SDK README, handbook) to 1.19.1.\n- CHANGELOG: 1.19.1 section (demo-DX CLI pass + docs), empty Unreleased.",
          "is_bot": false,
          "headline": "chore: release v1.19.1 (demo-DX pass + docs alignment)",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-31T02:43:50Z",
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        },
        {
          "oid": "7d2f667af1d4a1caefbeafd3fd6b04f08a620f51",
          "body": "feat: mycelium demo DX pass (ASCII-safe, visible HARD_BLOCK, clear labels)",
          "is_bot": false,
          "headline": "Merge pull request #51 from mycelium-labs/feat/demo-dx",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-31T02:32:34Z",
          "body_truncated": false,
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        {
          "oid": "6da501c6a2070a0d1db0ae1f84ebbdb491feb329",
          "body": "…bels)\n\nDesign-partner feedback from Akash / Thskyshield:\n\n- ASCII-safe output: em dashes/arrows removed and every print routed through\n  an ASCII-safe writer, so the tour no longer crashes on Windows consoles\n  (cp1252).\n- New explicit HARD_BLOCK section: an ambiguous mutating transition is\n  redis\n[…]\nan\n  in-memory ledger and points to 'mycelium demo --redis' for the two-worker\n  cross-process proof (Redis not required for the default tour).\n\nNo ledger/reconcile semantics changed. No version bump.",
          "is_bot": false,
          "headline": "feat: mycelium demo DX pass (ASCII-safe, visible HARD_BLOCK, clear la…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-31T02:23:44Z",
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        },
        {
          "oid": "12836e7450da7e4a33e07fd40587a17b72c0ad1e",
          "body": "…ntics\n\ndocs: identity-conflict semantics (Mengchheang probe 1)",
          "is_bot": false,
          "headline": "Merge pull request #50 from mycelium-labs/docs/identity-conflict-sema…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T04:01:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "c9f5ff111467f0812e1dd61f890c08e1699d3566",
          "body": "…sed)\n\nExpanded the one-liner into a dedicated 'Transition identity and the\nrequest_id caveat' subsection under 'What @ledger / ledger_sync do'.\nStates clearly: same request_id + changed args = new transition\n(intentional); request_id alone is not an identity-conflict guard.\nOpt-in conflict-reject mode discussed but not shipped.\nPoints at test_mengchheang_public_repro.py::test_semantic_identity.\n\nNo code/default change. No version bump.",
          "is_bot": false,
          "headline": "docs: identity-conflict semantics documented (Mengchheang probe 1 clo…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T03:58:27Z",
          "body_truncated": false,
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        },
        {
          "oid": "4f3d664bc1aef6be274f01efe3ca79af23fc0be2",
          "body": "…ority-honesty\n\nRevert \"docs: release authority honesty (Igor's seam)\"",
          "is_bot": false,
          "headline": "Merge pull request #49 from mycelium-labs/revert-48-docs/release-auth…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T03:56:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "4033218117c4b9af2ca9ec5ad68c3c52d8093001",
          "body": null,
          "is_bot": false,
          "headline": "Revert \"docs: release authority honesty (Igor's seam)\"",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T03:51:26Z",
          "body_truncated": false,
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        },
        {
          "oid": "1fb2eb3ae8f95e54a7ac2b3bad8d1a622e91a076",
          "body": "docs: release authority honesty (Igor's seam)",
          "is_bot": false,
          "headline": "Merge pull request #48 from mycelium-labs/docs/release-authority-honesty",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T03:51:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45a75dd02eb6c1e26a454e887b08fecb7e144b18",
          "body": "…ivilege\n\nExpanded the one-line warning into a dedicated 'Release authority (what\nMycelium does not authenticate)' subsection under the operator runbook.\nCovers release, mark-dead, and the Python API. Explicit: no auth hook\nshipped (Igor/ThumbGate seam).",
          "is_bot": false,
          "headline": "docs: release authority honesty — backend write access is the real pr…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T03:50:45Z",
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        },
        {
          "oid": "452c6c01285e6bbfcf544d36eb76728351280e60",
          "body": "feat: fail-closed Gmail sent-log reconciler (v1.19.0)",
          "is_bot": false,
          "headline": "Merge pull request #47 from mycelium-labs/feat/gmail-reconciler",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T03:26:52Z",
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        },
        {
          "oid": "34738fe379436ea88517cfe2bfb933243e6b3b33",
          "body": "GmailReconciler queries the Gmail API sent-log by RFC 2822 Message-ID\nto resolve ambiguous email-send transitions. Injected service is duck-typed.\nNew mycelium/providers/ sub-package for first-party reconcilers.\n\nCloses design-partner patch from Shadow / agent-contracts (Mail 7).",
          "is_bot": false,
          "headline": "feat: fail-closed Gmail sent-log reconciler (v1.19.0)",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T03:24:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95644bcbee3903ca5ad2b23a47e1d7a04e81500e",
          "body": "chore: bump v1.18.2 (regression tests + docs sync)",
          "is_bot": false,
          "headline": "Merge pull request #46 from mycelium-labs/release/v1.18.2",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T02:53:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9124c6afe5a4e67288e98da318f90c18f8ee3d1",
          "body": null,
          "is_bot": false,
          "headline": "docs: add mycelium demo --redis to root README quickstart",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T02:51:31Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "chore: bump v1.18.2 (regression tests + docs sync)",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T02:50:18Z",
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        },
        {
          "oid": "fa2b60d6506ef01ab3a38a23b07b6f33e5b4df3a",
          "body": "docs: port Mengchheang's public repro as regression tests (v1.18.1 CAS probes)",
          "is_bot": false,
          "headline": "Merge pull request #45 from mycelium-labs/test/mengchheang-public-repro",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-30T02:34:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b12a598dbc8da3009545f4e49adaef9d34f136a",
          "body": "…S probes)\n\nPort the three probes from notes/design-partners/mycelium_1_16_0_public_repro.py\ninto the test suite as pytest tests:\n\n  1. test_semantic_identity — same caller request_id + changed args derives\n     a different transition key (intentional; documented).\n  2. test_concurrent_reconcile_not\n[…]\npost-1.18.1 _try_reclaim\n     (WATCH/MULTI) gives exactly one \"claimed\".\n\nPre-1.18.1 bug baselines preserved in the module docstring.\nIdentity-conflict note added to sdk/README.md transition-key docs.",
          "is_bot": false,
          "headline": "docs: port Mengchheang's public repro as regression tests (v1.18.1 CA…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-29T19:40:25Z",
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        },
        {
          "oid": "1483c1ca04f2d4573292e8245dceeb0a62763569",
          "body": "…m-cas\n\nfix: reconcile CAS-loss — poll instead of hard-block on concurrent EXPIRED reset (v1.18.1)",
          "is_bot": false,
          "headline": "Merge pull request #44 from mycelium-labs/fix/concurrent-reset-reclai…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-29T18:10:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48fe59f7cf5fa58e4dbb94e0cff86aa6b34f07e1",
          "body": "…PIRED reset (v1.18.1)\n\nRoot cause: a TOCTOU window between mark_blocked and _try_transition in\nthe NOT_EXECUTED reconcile path let both threads claim IN_FLIGHT when\nracing on an EXPIRED (lease-expired) seed. Thread B's mark_blocked\nunconditionally transitioned Thread A's freshly-claimed IN_FLIGHT b\n[…]\nner so the owner-fence in mark_blocked is effective.\n\nDocs:\n  - sdk/README.md: add atomicity contract section for the EXPIRED seed\n    flow + mark_blocked owner fence.\n  - CHANGELOG.md: v1.18.1 entry.",
          "is_bot": false,
          "headline": "fix: reconcile CAS-loss — poll instead of hard-block on concurrent EX…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-29T17:16:01Z",
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        },
        {
          "oid": "bb04db37c457fc3187791caa9b2890310f590b5e",
          "body": null,
          "is_bot": false,
          "headline": "docs: bump root README version banners to v1.18.x",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-29T03:51:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9527a38f0c096e6bd425ad3875137e862fab815",
          "body": "feat: atomicity contract for one-shot terminal outcomes (CAS + owner fencing) (v1.18.0)",
          "is_bot": false,
          "headline": "Merge pull request #43 from mycelium-labs/feat/atomicity-contract",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-29T03:35:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fa909c0bde4dfefdd7ac4f16e1f2f46c85814c8",
          "body": "# Conflicts:\n#\tCHANGELOG.md\n#\tsdk/mycelium/action_ledger.py\n#\tsdk/pyproject.toml",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/main' into feat/atomicity-contract",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-29T03:33:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85f7e27933b5b83c20a71967f481647bcd4366ea",
          "body": "…fencing) (v1.18.0)\n\n- try_transition on memory/file/redis/postgres backends\n- LedgerOutcomeAlreadySetError for refused CAS writes\n- Owner fencing in @ledger/_record_failure wrapper paths\n- Poll-loop hardening (no _raise_hard_block after mark_unknown)\n- 123-parametrized test suite in test_atomicity_contract.py\n- Fix: fakeredis fixture leaks -> function-scoped monkeypatch",
          "is_bot": false,
          "headline": "feat: atomicity contract for one-shot terminal outcomes (CAS + owner …",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-29T03:27:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9dc99382ec4e62de99ff852e4a03352fe6aef30",
          "body": "feat: provider idempotency-key validity windows (fail closed after expiry)",
          "is_bot": false,
          "headline": "Merge pull request #42 from mycelium-labs/feat/provider-key-validity",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-29T02:28:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22ff083ca11906bcfb11a49fad6bf22de61da099",
          "body": "…piry)",
          "is_bot": false,
          "headline": "feat: provider idempotency-key validity windows (fail closed after ex…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-29T02:25:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c042e66dac49160db8a0377a89dc429f5ef6cdfb",
          "body": "Fix: use PAT for tag push (PyPI doesn't support reusable workflows)",
          "is_bot": false,
          "headline": "Merge pull request #41 from mycelium-labs/fix/pypi-workflow-call",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-28T17:51:29Z",
          "body_truncated": false,
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        },
        {
          "oid": "d7b1004f579a5ccf3bf3ed3e88d6a4d4e18d87e1",
          "body": "PyPI Trusted Publishing does not support reusable workflows\n(workflow_call), causing the publish step to fail. Switch to a\nPAT-based tag push so publish.yml's on: push: tags: v* trigger\nfires naturally when the release job pushes a new tag.\n\n- Removed workflow_call: from publish.yml\n- Removed publish: job from release.yml (no longer needed)\n- release.yml now pushes the tag via RELEASE_PAT secret\n- Fails with clear setup instructions if RELEASE_PAT is missing\n- Updated README with PAT setup step",
          "is_bot": false,
          "headline": "fix: use PAT for tag push instead of workflow_call",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-28T17:48:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5f94f1788127a9702494e06838b43357cc45ed0",
          "body": "Release v1.16.1",
          "is_bot": false,
          "headline": "Merge pull request #40 from mycelium-labs/release/v1.16.1",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-28T17:43:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99a21523601220cbccd3a412e1bee70d458f89fe",
          "body": "…r fix)",
          "is_bot": false,
          "headline": "chore: bump to v1.16.1 (release automation, demo tour, storage wrappe…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-28T17:39:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b8bc99647f6d77e892496fa5c4f8a7be0a7310c",
          "body": "Automate releases on version-bump merge to main",
          "is_bot": false,
          "headline": "Merge pull request #39 from mycelium-labs/ci/release-on-merge",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-28T17:24:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38e5749f2c682fbf883da908bdca22929becd424",
          "body": "…r solo maintainer\n\n- Removed permissions: administration: write (invalid GITHUB_TOKEN key)\n- Dropped the API call; job now only prints setup instructions\n- Changed required approvals from 1 to 0, removed enforce_admins",
          "is_bot": false,
          "headline": "fix: remove invalid permissions and fix branch-protection settings fo…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-28T17:15:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b40266f8a1a4c63856ca73bde67a8ed9b799f04",
          "body": "Adds a new release.yml workflow triggered on push to main that:\n- Reads version from sdk/pyproject.toml and checks if tag exists\n- Runs SDK tests + ruff as a safety gate before tagging\n- Creates annotated tag v{version} + GitHub Release with changelog notes\n- Calls publish.yml (now reusable via work\n[…]\nrapid merges\n- Includes one-time branch protection setup via workflow_dispatch\n\nThe existing manual tag-push and workflow_dispatch paths remain\nunchanged. Doc-only merges release nothing (idempotent).",
          "is_bot": false,
          "headline": "feat: automate releases on version-bump merge to main",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-28T14:49:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8c8686ebc1ee47afd99f41adba82e198b3c410dd",
          "body": "- uv.lock: regenerate mycelium-runtime 1.15.0 -> 1.16.0\n- Export LedgerWorkerAliveError from package root\n- Export has_worker_death_evidence from transition.__all__ and package root\n- README: \"What it does\" heading v1.15.x -> v1.16.x",
          "is_bot": false,
          "headline": "chore: sync version refs and exports (v1.16.0)",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-28T03:05:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4730e881b9098794f490b3515348f6eaace37ee5",
          "body": "Reclaim requires affirmative death evidence when opted in via\nreclaim_requires_death_signal (default False). Prevents reclaiming\na transition from a worker that is merely paused (GC, storage\npartition, failing auto-renew).\n\n- LedgerEntry: last_heartbeat_at, worker_dead_asserted_by/_at fields\n- has_w\n[…]\ndger_sync() decorators and config.py\n- 26 tests in tests/test_worker_death_signal.py\n\nAlso ships fail-closed storage contract (14a8514) and feature demo\nexpansion (a96620d) under the same v1.16.0 tag.",
          "is_bot": false,
          "headline": "feat: worker-death signal before reclaim (v1.16.0)",
          "author_name": "Nandana Dileep",
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          "body": "Keep peers on POLL while @ledger/@ledger_sync work is still running, instead\nof looking EXPIRED after lease_ttl. Document lease_renew_interval across\nREADMEs, handbook, and init template.",
          "is_bot": false,
          "headline": "feat: auto-renew execution leases during long ledgered tools (v1.14.0)",
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          "headline": "proof: two-worker real Redis Cloud-style #7417 redispatch (v1.13.4)",
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          "headline": "docs: #7417 transition-envelope pitch + Cloud ~180s note (v1.13.3)",
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          "headline": "docs: map public sufficiency gates to Mycelium TransitionGate (v1.13.2)",
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          "is_bot": false,
          "headline": "Merge pull request #37 from mycelium-labs/docs/version-banners-1.13.1",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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        },
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          "is_bot": false,
          "headline": "Merge pull request #36 from mycelium-labs/feat/repair-gate-1.13.0",
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        },
        {
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          "body": "Heal missing key/boundary/terminal context before execute so redispatches\ndo not spawn a second side effect; renew_lease remains the owner-side lease extend.",
          "is_bot": false,
          "headline": "feat: add REPAIR gate for incomplete durable transitions (v1.13.0)",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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          "body": "Publish the zero-touch YAML launcher with synchronized package metadata, PyPI documentation, and handbook descriptions.",
          "is_bot": false,
          "headline": "feat: release command auto-instrumentation (v1.12.0)",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-21T04:27:47Z",
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          "body": "…tation\n\nAdd command-based auto-instrumentation",
          "is_bot": false,
          "headline": "Merge pull request #35 from mycelium-labs/feat/command-auto-instrumen…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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        },
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          "body": "Wrap explicitly addressed YAML tools and tasks before application startup so developers can enable Mycelium without editing every function, while failing closed on unsafe or partial instrumentation.",
          "is_bot": false,
          "headline": "feat: add command-based auto-instrumentation",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-21T04:23:37Z",
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          "body": "Publish the merged LangGraph ToolRuntime identity integration as a backward-compatible minor release.",
          "is_bot": false,
          "headline": "chore: release v1.11.0",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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        {
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          "body": "feat: auto-propagate LangGraph runtime IDs",
          "is_bot": false,
          "headline": "Merge pull request #34 from mycelium-labs/feat/langgraph-runtime-ids",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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        },
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          "body": "Map trusted ToolRuntime metadata into generic Mycelium transition identity so LangGraph redispatches deduplicate without manual ID plumbing.",
          "is_bot": false,
          "headline": "feat: auto-propagate LangGraph runtime IDs",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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          "body": "Shields SVG for ?cacheSeconds=60 was Cloudflare-cached at v1.9.3; bump release query and README heading so GitHub/PyPI show the current version.",
          "is_bot": false,
          "headline": "docs: bust stale PyPI version badge cache (v1.10.1)",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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          "body": "Make execution lease windows first-class in resolution and allow workers to extend leases mid-flight so peers keep polling instead of reclaiming.",
          "is_bot": false,
          "headline": "feat: lease validity + renew_lease for long-running tools (v1.10.0)",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-20T04:58:05Z",
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          "body": "….9.3\n\ndocs: envelope field stack + PyPI description republish (v1.9.3)",
          "is_bot": false,
          "headline": "Merge pull request #33 from mycelium-labs/docs/envelope-fields-pypi-1…",
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          "author_login": "nandanadileep",
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        },
        {
          "oid": "8c3fbebb78b537b63c9d4d41029d9daab0c6a8fb",
          "body": "Document the six transition-envelope fields in priority order and the\nrequired-support invariant (Mycelium branding). Patch bump so the next\ntag publish rebuilds PyPI's long description from the current sdk/README.",
          "is_bot": false,
          "headline": "docs: envelope field stack + republish PyPI description (v1.9.3)",
          "author_name": "Nandana Dileep",
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          "body": "…block-expired-reconcile\n\ndocs: resolution gates, SOFT_BLOCK, and EXPIRED reclaim",
          "is_bot": false,
          "headline": "Merge pull request #32 from mycelium-labs/docs/resolution-gates-soft-…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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          "oid": "7bf9f2c2a3215311eb6f2fefe3a6c9e70db0e6da",
          "body": "Update root README, sdk README, and the handbook to describe the current\ntransition resolution model: gate taxonomy, read-only SOFT_BLOCK, and\nEXPIRED + not_crossed reclaim only when external_operation_ref reconcile\nproves NOT_EXECUTED.",
          "is_bot": false,
          "headline": "docs: document resolution gates, SOFT_BLOCK, and EXPIRED reclaim",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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        },
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          "body": "…laim-if-provable\n\nfix: EXPIRED + not_crossed reclaim only if provable (v1.9.2)",
          "is_bot": false,
          "headline": "Merge pull request #31 from mycelium-labs/fix/expired-not-crossed-rec…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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        },
        {
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          "body": "Close the remaining gap on stale-lease reclaim for strict side-effecting\ntools. Poll no longer hard-blocks blind on EXPIRED mid-wait; it returns so\nthe claim loop can reconcile via external_operation_ref.\n\nReclaim only when the provider proves NOT_EXECUTED; missing ref stays\nfail-closed HARD_BLOCK. Clearer expired hard-block messages distinguish\nnot_crossed from maybe_crossed/crossed.",
          "is_bot": false,
          "headline": "fix: EXPIRED + not_crossed reclaim only if provable (v1.9.2)",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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          "headline": "chore: release v1.9.1",
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          "body": "…nknown\n\nfeat: SOFT_BLOCK gate for read-only UNKNOWN (v1.9.0)",
          "is_bot": false,
          "headline": "Merge pull request #30 from mycelium-labs/feat/soft-block-read-only-u…",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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          "body": "Resolve an ambiguous UNKNOWN/BLOCKED terminal outcome on a read-only tool\nthrough a dedicated read-only gate instead of polling to a timeout.\n\n- Add SOFT_BLOCK to TransitionGate and resolve_read_only_gate() describing the\n  full read-only taxonomy (RETURN / POLL / RECLAIM / SOFT_BLOCK).\n- Since re-r\n[…]\nnc argument), raising the new LedgerSoftBlockError.\n- Side-effecting UNKNOWN resolution is unchanged (still HARD_BLOCK / reconcile).\n- Export LedgerSoftBlockError; works in sync and async claim paths.",
          "is_bot": false,
          "headline": "feat: SOFT_BLOCK gate for read-only UNKNOWN (v1.9.0)",
          "author_name": "Nandana Dileep",
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          "oid": "435dbeb602b4e17b9a34fad3b480f02332d0a93a",
          "body": "Turn retry_only_with_same_provider_idempotency_key from a cooperative\npromise into an opt-in enforced rule.\n\n- New provider_idempotency_key_param on ToolTransitionBinding and in YAML\n  names the kwarg carrying the provider idempotency key.\n- New durable LedgerEntry.provider_idempotency_key captured \n[…]\ns the key still maps to the same transition and is caught.\n- Opt-in and backward compatible: tools that do not declare the param keep\n  the previous cooperative behavior. Sync and async paths covered.",
          "is_bot": false,
          "headline": "feat: enforce same provider idempotency key on retry (v1.8.0)",
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          "is_bot": false,
          "headline": "docs: remove em dashes from docs site copy",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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          "body": "… API)",
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          "headline": "docs: update site to v1.7.0 (banner + reconcile/boundary/spendability…",
          "author_name": "Nandana Dileep",
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          "is_bot": false,
          "headline": "docs: add PyPI downloads badge to README and docs site",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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        },
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          "body": "Add an automated reconciliation loop (Phase 2) so an ambiguous\nside-effecting transition that recorded an external_operation_ref can be\nresolved against the provider instead of hard-blocking for a human.\n\n- New Reconciler protocol (read-only reconcile(entry) -> ReconcileResult;\n  optional reconcile_\n[…]\nf, no reconciler, or a raising/timing-out\n  reconciler all resolve to hard-block; a reconcile exception never\n  propagates.\n- Export Reconciler, ReconcileResult, ReconcileStatus from the package root.",
          "is_bot": false,
          "headline": "feat: provider reconcile loop for external_operation_ref (v1.7.0)",
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          "is_bot": false,
          "headline": "docs: add Google Search Console verification file",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
          "committed_at": "2026-07-19T05:59:56Z",
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        },
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          "body": "Add a durable external_operation_ref on ledger entries plus\nrecord_external_operation() / attach_external_operation_ref() to capture the\nprovider's operation handle (id or idempotency key). The ref survives an\nambiguous failure and is surfaced in the hard-block message so a transition\ncan be reconciled against the provider. Phase 1: recording only; automated\nprovider reconcile lands next. Backward compatible.",
          "is_bot": false,
          "headline": "feat: external_operation_ref recording (v1.6.0)",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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        },
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          "body": "Target \"reliable AI agents\" and related queries and make the docs\ndiscoverable/citable by AI answer engines, without cutting a release.\n\n- index.html: canonical, robots, author, theme-color, og:site_name/locale\n- reliability-focused description/OG/Twitter copy and keywords\n- add SoftwareApplication + WebSite JSON-LD; new \"reliable AI agents\" FAQ\n- add robots.txt (allow AI crawlers + sitemap), sitemap.xml, llms.txt",
          "is_bot": false,
          "headline": "docs: strengthen SEO and GEO for the docs site",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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        },
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          "body": "Replace \"experimental early release\" with a statement that the public API\nis stable and breaking changes only land at major versions.",
          "is_bot": false,
          "headline": "docs: reword version banner to \"early but API-stable\"",
          "author_name": "Nandana Dileep",
          "author_login": "nandanadileep",
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                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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              "multiplier_pct": 100,
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              "unanswered_open_prs": null,
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              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
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                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 38,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
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              "forks": 1,
              "stars": 9,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
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            "components": [
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                "key": "stars",
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                "points": 14.6,
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                    "code": "stars",
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                      "count": 9
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
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                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
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                      "count": 1
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
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                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
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                "points": 22.5,
                "status": "met",
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                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "issue_template",
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                "points": 0,
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                "details": [],
                "max_points": 7.2
              },
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            ]
          },
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 59,
            "inputs": {
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              "dependents": null,
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              "total_downloads": null,
              "monthly_downloads": 3627
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            "components": [
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                "key": "monthly_downloads",
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                "detail": "3,627 downloads/month across pypi",
                "points": 47.5,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
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                      "count": 3627,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 52,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
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                  {
                    "code": "bus_factor",
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                      "count": 1
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                ],
                "max_points": 54
              },
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                "key": "commit_distribution",
                "name": "Commit distribution",
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                "points": 0,
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                  {
                    "code": "top_contributor_share",
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                      "share": 100
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
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                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 25,
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              "closed_issues": 29,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 1
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
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                      "share": 100
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "25/26 decided PRs merged",
                "points": 36.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 25,
                      "decided": 26
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                  }
                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/13 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
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            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "followers": 0,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "mycelium-labs",
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              "account_age_days": 100
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "0 followers of mycelium-labs",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 0,
                      "login": "mycelium-labs"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "1 public repos, account ~0 yr old",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 1
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
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            "inputs": {
              "packages": [
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
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                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
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                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "36 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
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                      "count": 36
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                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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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",
        "band": "moderate",
        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
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                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
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            },
            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 30,
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                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
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                "status": "missed",
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              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 44,
            "inputs": {
              "source": "openssf_scorecard",
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              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.4
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            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
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                "details": [],
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              },
              {
                "key": "ci_tests",
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                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/13 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 1
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
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    "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:mycelium-runtime@1.20.1; advisories assessed against the repository dependency graph instead"
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}

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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.

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