Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-25 16:28 UTC
satoh-y-0323 / claude-code-conductor

複数エージェントのオーケストレーションを中心に据えた Claude Code フレームワーク。
PythonMIT★ 1 Stern⑂ 1 Forkseit Apr. 2026Auf GitHub ansehen ↗
#claude-code #framework #multi-agent #python #workflow
satoh-y-0323/claude-code-conductor erreicht einen Gesundheitsindex von 54 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (78/100) ab, am schwächsten bei Security (39/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
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.
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil

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

satoh-y-0323Persönliches Konto
2 Follower5 öffentliche Reposseit März 2026
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Paket-Ökosysteme

Registry	Paket	Version	Downloads / Monat	Versionen	Zuletzt veröffentlicht	Tags
PyPI	claude-code-conductor	2.55.0	-	116	vor 0 Tagen	agents claude claude-code codex cursor orchestration tdd
Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
78Gut · 22 % des Gesamtindex
Entwicklungsaktivität

63Mittel
Wie die Bewertung erfolgt
36/36	Push-Aktualität — letzter Push vor 0 Tagen
9/36	Commit-Rhythmus — 13/52 Wochen mit Commits
18/18	Commit-Volumen — 420 Commits im letzten Jahr
0/10	OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Verwendete Eingangsdaten
commits_last_year	420
human_commit_share	0,99
days_since_last_push	0
active_weeks_last_year	13
Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27	Liefert Releases aus — 100 Releases veröffentlicht
36/36	Release-Aktualität — letztes Release vor 0 Tagen
27/27	Release-Rhythmus — ein Release etwa alle 1,2 Tage
0/10	OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count	100
latest_release_tag	v2.55.0
releases_from_tags	nein
days_since_latest_release	0
mean_days_between_releases	1,2
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?
43Gefährdet · 18 % des Gesamtindex
Popularität & Verbreitung

1Kritisch
Wie die Bewertung erfolgt
0/60	Stars — 1 Stars
0/25	Forks — 1 Forks
0/15	Watcher — 1 Watcher
Verwendete Eingangsdaten
forks	1
stars	1
watchers	1
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history
Community-Gesundheit

92Exzellent
Wie die Bewertung erfolgt
22.5/22.5	README
22.5/22.5	Lizenz — anerkannte Lizenz (MIT)
18/18	CONTRIBUTING-Leitfaden
13.5/13.5	Verhaltenskodex
0/7.2	Issue-Vorlage
6.3/6.3	PR-Vorlage
Verwendete Eingangsdaten
has_readme	ja
has_license	ja
has_contributing	ja
has_issue_template	nein
has_code_of_conduct	ja
has_pull_request_template	ja
Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
39Gefährdet · 24 % des Gesamtindex
Maintainer-Resilienz (Bus-Faktor)

10Kritisch
Wie die Bewertung erfolgt
9/54	Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5	Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5	Breite der Beitragenden — 1 Beitragende
0/10	OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Verwendete Eingangsdaten
bus_factor	1
contributors_sampled	1
top_contributor_share	1
Reaktionsfähigkeit bei Issues & PRs

38Gefährdet
Wie die Bewertung erfolgt
0/46.8	Issue-Lösungsquote — 0 % der Issues geschlossen
38.2/38.3	PR-Annahme — 1/1 entschiedene PRs gemergt
0/15	OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs	1
open_issues	2
closed_issues	0
issue_closed_ratio	0
closed_unmerged_prs	0
Eigentümerschaft & Trägerschaft

25Kritisch
Wie die Bewertung erfolgt
10/30	Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20	Verifizierte Domain — für Nutzerkonten nicht anwendbar
3.4/25	Reichweite des Inhabers — 2 Follower von satoh-y-0323
6.3/25	Kontohistorie — 5 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers	2
owner_type	User
is_verified	—
owner_login	satoh-y-0323
public_repos	5
account_age_days	117
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25	Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35	Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20	Versionshistorie — 116 veröffentlichte Versionen
20/20	Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packages	claude-code-conductor
ecosystems	pypi
any_deprecated	nein
min_days_since_publish	0
Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
70Gut · 20 % des Gesamtindex
Engineering-Praktiken

60Mittel
Wie die Bewertung erfolgt
24/24	CI-Workflows — 4 Workflow(s)
24/24	Tests vorhanden
0/16	Linter-Konfiguration
0/9.6	Pre-Commit-Hooks
0/6.4	.editorconfig
0/20	OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_ci	ja
has_tests	ja
has_editorconfig	nein
has_linter_config	nein
has_precommit_config	nein
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.
Dokumentation

85Exzellent
Wie die Bewertung erfolgt
30/30	README
25/25	Dokumentationsverzeichnis
0/15	Dokumentations-/Homepage-Site
10/10	Repository-Beschreibung
10/10	Topics — 5 Topics
10/10	Wiki
Verwendete Eingangsdaten
topics	claude-code, framework, multi-agent, python, workflow
has_wiki	ja
homepage	—
has_readme	ja
has_docs_dir	ja
has_description	ja
Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
39Gefährdet · 16 % des Gesamtindex
Sicherheitslage

39Gefährdet
Wie die Bewertung erfolgt
7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — branch protection not enabled on development/release branches
0/2.5	CI-Tests — keine Daten
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5	Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	Lizenz — license file detected
0/7.5	Maintained — project was created within the last 90 days. Please review its contents carefully
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5	SAST — no SAST tool detected
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — keine Daten
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5	Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
source	openssf_scorecard
checks_evaluated	16
scorecard_version	v5.5.0
checks_inconclusive	2
scorecard_aggregate	3,9
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): ci_tests, 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.
49Gefährdet · 0 % des Gesamtindex
AI-Agentenkontext & Leitlinien

85Exzellent
Wie die Bewertung erfolgt
45/45	Agentenanweisungen — .claude/CLAUDE.md
0/15	Maschinenlesbare Doku (llms.txt)
40/40	Lesbare Commit-Historie — 99 von 99 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txt	nein
legible_history_share	1
agent_instruction_files	.claude/CLAUDE.md
agent_instruction_max_bytes	5.325
AI-Verify-Loop (Build / Test / Typprüfung)

32Gefährdet
Wie die Bewertung erfolgt
0/18	Bootstrap mit einem Befehl
22/22	Automatisierte Tests
0/11	Lint-/Format-Konfiguration
0/11	Statische Typprüfung
0/10	Reproduzierbare Umgebung
10/10	Belegte Agentenpraxis — 97 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8	Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nix	nein
has_tests	ja
lockfiles	—
has_dockerfile	nein
typed_language	nein
bootstrap_files	—
has_devcontainer	nein
has_linter_config	nein
typecheck_configs	—
agent_commit_share	0,97
toolchain_manifests	—
dependency_bot_commit_share	0
AI-Code-Lesbarkeit für Modelle

52Mittel
Wie die Bewertung erfolgt
0/45	Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
52/55	Handhabbare Dateigrößen — 9/163 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_language	Python
largest_source_bytes	176.668
source_files_sampled	163
oversized_source_files	9
Maschinenlesbare AI-Schnittstellen

20Kritisch
Wie die Bewertung erfolgt
0/40	API-Schema (OpenAPI/GraphQL/proto)
20/20	MCP-Server
0/40	Lauffähige Beispiele
Verwendete Eingangsdaten
example_dirs	—
has_mcp_signal	ja
api_schema_files	—
Eckdaten

1GitHub-Sterne
1Mitwirkende
420Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
1Bus-Faktor
2offene 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:claude-code-conductor@2.55.0; advisories assessed against the repository dependency graph instead
Weitere Details

OpenSSF Scorecard 3.9 / 10
3.9Gesamtwert
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 · 2026-07-25 16:28 UTC
10	Binary-Artifacts	no binaries found in the repo
0	Branch-Protection	branch protection not enabled on development/release branches
k. A.	CI-Tests	no pull request found
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 0/30 approved changesets -- score normalized to 0
0	Contributors	project has 0 contributing companies or organizations -- score normalized to 0
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
0	Maintained	project was created within the last 90 days. Please review its contents carefully
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
0	SAST	no SAST tool detected
10	Security-Policy	security policy file detected
k. A.	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
10	Vulnerabilities	0 existing vulnerabilities detected
Direkte Abhängigkeiten 4
Registry	Paket	Versionsvorgabe	Manifest
PyPI	PyYAML	`>=6.0`	pyproject.toml
PyPI	duckdb	`>=0.10`	pyproject.toml
PyPI	numpy	`>=1.22`	pyproject.toml
PyPI	fastembed	`>=0.8.0`	pyproject.toml
Alle Abhängigkeiten nicht erhoben
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
JSON-Rohbericht maschinenlesbar
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          "body": "…モード行監視 warn）\n\n- patterns_guard.py: patterns.json への Write/Edit を PreToolUse で block（許可フラグ TTL 600 秒・C3_PATTERNS_GUARD_DISABLE=1）\n- report_contract_check.py: reports 直下のタイムスタンプ契約 4 種の命名逸脱を PostToolUse warn（stderr + additionalContext の 2 経路・ASCII 厳密フルマッチ）\n- session_mode_watch.py: session.tmp のモード行挿入・\n[…]\ned / failed 0）\n\nhonor-system-inventory-20260725-174012.md の裁定に基づく「境界は硬く・中は柔らかく」の機械化第 1 弾。\nFable 5 親の自律運転（C-3 13 サイクル・E 4 周・findings 110 件処理）で実装。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: honor system 棚卸しの機械化 P1〜P3（patterns.json 保護 block・レポート名契約 warn・…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
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          "body": "- 冒頭に Discussions への 1 行導線を追加\n- 「フィードバック / Feedback」セクションを新設（カテゴリ別の用途表・Issues との使い分け）\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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          "oid": "54d57d51ad0723b793a686da76456570eef9da56",
          "body": "- C3_TASK_ID: test- マーカー（文字列先頭 1 行目・\\A アンカー）を条件に\n  tier_autoapply が roles.tester.tier を注入（D-3/D-5・confirm- は対象外）\n- gate D-1 新設・BANDIT_GATES_BY_ROLE の role 別 read-side フィルタで\n  Red セルを確認役成績から分離（既存 tester 記録 29 件は温存・集計外）\n- record の tester tier 解決を「2a→4」2 段化（2b/優先3 撤去＝別タスク誤帰属の閉塞）\n- Red 成否 4 条件の記録規約を dev-workflow/parallel-agents SKILL に明文化\n- opus 固定不変則・マーカー遵守の機械検査テスト新設（2152 passed）\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: tester/wt_tester の Red フェーズ限定 tier-routing 機械適用",
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          "oid": "6ce5e9023ddf07781e20fac67774a5ba54a2ad18",
          "body": "- 除外 3 ファイル（.gitignore / _excludes.py / hatch_build.py）から autonomous-mode を削除し追跡開始（S-1）\n- SKILL.md 規約改訂: R4 拡張（親 Claude 自身が新設する是正策も裏取り対象・S-2）・C-3 カウンタ規定（差し戻し後別枠上限 2・総量上界 13・S-3）・個人パス汎用化と環境前提の汎化（S-7）\n- mode_line.py 引用符対応: BNF quoted-path・理由コード unclosed_quote・スペース入りパス（S-9）・tests/test_mode_line.py 新設\n-\n[…]\nTERNS / _adapter_skip（fnmatchcase）で Codex/OpenCode 生成物へ非写像・e2e テスト（関数レベル＋CLI レベル）追加\n- E レビュー収束: CR 3 周回・SR 2 周回・対応 9 件/許容 2 件・pytest 2115 passed\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: autonomous-mode skill を配布物へ切替（除外解除・引用符対応・アダプター除外機構）",
          "author_name": "satoh-y-0323",
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          "body": "- TOML エスケープの制御文字素通し修正（711c4ec）を単独で含むパッチリリース。\n\n破壊的変更なし（制御文字を含まない正常な入力の生成結果は不変）。\nリリース前チェック実測: extract_breaking_changes --check exit 0 / check_deletions\n--check exit 0 / wheel 実体検証（autonomous-mode 非収録・breaking-changes.txt 収録・\nc3_version.txt 非収録）。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.52.1",
          "author_name": "satoh-y-0323",
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          "body": "_toml_escape() / _toml_multiline_escape() が TOML 仕様上禁止された制御文字を\nエスケープせず、Codex アダプターの生成物（.codex/config.toml /\n.codex/agents/*.toml）が不正な TOML になる、または行構造を偽装されうる問題を修正する。\n\n- エスケープ表を str.translate() 用の module 定数として構築し、C0 / DEL / C1 /\n  U+2028 / U+2029 を封じる（ADR-2）。対象は TOML 必須分に加え、\n  str.splitlines() が行境界とみな\n[…]\nを追加（tomllib 往復検証・行境界 10 種・2 表の対称性・\n  14 agent の不変条件・環境非依存スナップショット）\n\n読み戻し側（cli_doctor.py の正規表現）は変更しない。生成側で行境界文字を\n封じれば行構造偽装は成立しないため。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: TOML エスケープが制御文字を素通しする問題を修正",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
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          "body": "- NUL 境界 lint 機械検査の追加（a052ce8）\n- autonomous-mode 規約 R1〜R4 改訂に伴う dev-workflow の関所 2 類型化（3371340）\n\n破壊的変更なし（利用先の実挙動に変更なし・autonomous-mode は wheel 非収録のため\n利用先では自律宣言が常に無効＝HITL 動作・HITL 既定動作は無変更）。\n\nリリース前チェック実測: extract_breaking_changes --check exit 0 / check_deletions\n--check exit 0 / wheel 実体検証（autonomous-mode 非収録・breaking-changes.txt 収録\n・c3_version.txt 非収録）/ pytest 2047 passed。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.52.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-23T10:11:55Z",
          "body_truncated": false,
          "is_coding_agent": true
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        {
          "oid": "3371340014e9e12a094a37fcd6757c3d9901d8bd",
          "body": "Opus 4.8 親による自律完走検証（2026-07-22〜23）で露呈した規約欠陥 4 件を是正する。\n\n- R1: 人間の関所を 3 類型 → 2 類型（非可逆操作・情報不足の質問）へ縮退。走行中の\n  usage 停止を全廃し、委任プランに「資源同意」節を必須化。あわせて cycles= を自律\n  運転中は必須とし、上限の執行がソフト規約である限界を明記\n- R2: 自律運転中のソース変更主体を担当エージェント固定とし、親の直接 Edit を例外\n  なく禁止。親の職掌を閉じた 5 種に限定し、逸脱時は親の変更を破棄してから再実行\n- R3: C-3 の収束条件を「指摘 0」から「H\n[…]\n監査 3 サイクルで 61 件、code-review 6 件、security-review 4 件を\n処理（65 件対応 / 6 件は理由付きで許容）。検査 50 項目・不変ブロック sha256 一致・\npytest 2047 passed を確認済み。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: autonomous-mode 規約を R1〜R4 で改訂（人間の関所を 2 類型へ縮退）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-23T10:11:43Z",
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        {
          "oid": "a052ce82a5fcd7d3d3a7be9776d427f82efb2794",
          "body": "- tests/test_nul_boundary_lint.py 新設: AST で str.join を全件検出し、宣言マーカー\n  「# nul-boundary: allow(<理由>)」（tokenize.COMMENT 限定・理由 5 文字以上）の\n  無い使用を違反として検出する機械検査\n- .claude/docs/nul-boundary.md 新設（配布対象）: NUL 境界原則\n  「機械可読な行集合の区切りは NUL・\\n は人間可読出力のみ」の規約文書\n- hooks 8 本・src 4 本: join 行末に allow 宣言コメントを追記（追跡対象 29 件・\n  ロジック変更なし・是正 0 件。.dev/loop の 21 件は git 非追跡）\n\nE レビュー 3 周（8→3→0）で収束・全体 2047 passed・wheel 実体検証済み\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: NUL 境界 lint 機械検査を追加（Opus 4.8 親の自律完走検証成果物）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
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          "oid": "66ebb57c131c515030034af5087a4fd0e4e90bbf",
          "body": "setup skill の disable-model-invocation: true を削除し、init-session 自動チェーン（G-2）の\nブロックを解消。利用先の初回導入で SETUP_NEEDED 検出時に手動 /setup 実行を強いられていた\ndefect の修正（利用先プロジェクトで実地確認）。本文に起動経路の制約（/setup 明示呼び出し・\nG-2 チェーンの 2 経路のみ）を明記して暴発を防止。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.51.1",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-22T04:15:14Z",
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          "oid": "28b20088904dc698724c69b62586a829c9040d24",
          "body": "Markdown テーブルではコード span 内でも | がセル区切りとして解釈されるため、\ncodex|cursor|opencode|all の | を \\| にエスケープして表示崩れを解消する。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: README テーブル内の c3 init --platform 行のパイプ未エスケープを修正",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-20T10:45:34Z",
          "body_truncated": false,
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          "oid": "8c3005d01bcc687e70477f1efea65a489496ba6f",
          "body": "…3 run・design-critic 監査）\n\n- エージェント一覧を 9 体 → 14 体に更新（design-critic / project-setup / wt_* 3 種を追加、doc-writer の model を sonnet → opus に訂正、tier-routing の model 自動適用注記を追加）\n- スキル一覧に /pattern-status・/codex-review を追加し、内部参照スキル（dev-workflow / parallel-agents / report-timestamp）を明記\n- ワークフロー図にフェーズ C 承認後の desig\n[…]\n.51.0 の配布スクリプト共通起動口）を追加\n- docs/index.md の「10 のスキル」「8 専門エージェント」の古い数字を実体化\n- レポート一覧に design-review-report / test-report / debug-analysis-report を追加\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: README と GitHub Pages を v2.51.0 実体に同期（agents 14 体・skills 13+3・c…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-20T10:36:36Z",
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          "oid": "c804c6dc3540334260d49e8672c49b6ee781379e",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: 調査ノート「環境条件別c3の問題点.md」を git 除外・配布除外へ追加（3 ファイル同期）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-18T08:08:47Z",
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        {
          "oid": "4c049d3acdfeb92cf2d7f77b917f06e2295481bb",
          "body": "- test_run_via_c3_entrypoint_without_python_on_path: POSIX では console script と\n  python 本体が同一 bin/ に同居するため、一時ディレクトリに c3 起動子のみを\n  symlink/コピーして PATH を構成する方式へ変更（前提 assert は維持）\n- test_write_cursor_mcp_uses_absolute_sys_executable: monkeypatch する\n  sys.executable を OS で切替（Windows 形式パスは PosixPath で絶対判定されない・\n  v2.50.0 push から失敗していた持ち越し）\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(ci): Linux CI で失敗する環境依存テスト 2 本を解消（製品コード不変更）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-18T08:00:31Z",
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          "oid": "6d14ec67cfa5aaf533015e2824bb99587a4b81b7",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.51.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-18T07:53:19Z",
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          "is_coding_agent": true
        },
        {
          "oid": "08a9f8075ff3d3cf1537c846f06aaf24a80c52d3",
          "body": "- c3 run サブコマンド新設（script / -c / -m の 3 形式・-- 無加工転送・cwd パリティ・sys.argv/sys.path 復元）\n- 配布 settings.json の hook / statusLine 起動子を c3 run 語彙へ全面置換\n- c3 doctor に hook 起動子検証を追加（python=WARN・c3 解決不能/プローブ失敗=FAIL・復旧案内）\n- doctor の except 分岐（JSONDecodeError=ERR・環境要因=WARN・UnicodeDecodeError 耐性）\n- 無印 python 起動子の li\n[…]\nl-agents checkpoint 手順を固定パス + Write 直書き方式へ刷新（heredoc 注入面の構造排除）\n- config-policy 落とし穴6 の誤記載是正\n\nE ループ 6 周回（CR∥SR）で High/Medium 0 収束・フルスイート 2004 件全緑\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: c3 run 呼び出し口による無印 python 起動子の全面是正",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-18T07:53:15Z",
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          "oid": "98db6d7642bf98396366595654a679da30f619e9",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.50.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-17T13:23:10Z",
          "body_truncated": false,
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        },
        {
          "oid": "b04275ec0b0f8c67df36a7c3652da4b4c0aba782",
          "body": "Codex/CursorのMCP設定でcommandが\"python\"にハードコードされており、macOS 12.3以降の無印python不在・pipx隔離・GUI起動時のPATH最小化により起動失敗する問題を修正。\nc3 doctorに生成済みconfigからcommandを読み取りimport c3の実行可否を検証する自己診断を追加し、platform-adapters.mdにtrust要件・絶対パス化の理由・adapter生成物のマシン固有性を追記。\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(adapters): MCP設定のcommandをsys.executable絶対パスに変更しdoctor自己診断を追加",
          "author_name": "Loop Test",
          "author_login": null,
          "committed_at": "2026-07-17T13:00:08Z",
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        {
          "oid": "7a23edbf4c0d3218a2d9e064698ea24aa1cfe2f3",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.49.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-16T15:46:57Z",
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        },
        {
          "oid": "3053f00946ac26d6653c433ded9ff551e2f33840",
          "body": "…検証テスト）\n\n- dev-workflow: 運転モード集中参照ブロック 1 つ追加（既存 10 ゲート無改変・既定 HITL）\n- init-session: モード行の表示/復元分岐＋パス用封じ込め型防御（mode_line.py 機械実行・fail-closed）\n- 配布除外 3 ファイル同期（skills/autonomous-mode/*）・同期一致/除外/有効性テスト 12 件追加\n- agents/architect・planner に Edit 追加、report-timestamp に親タイムスタンプ渡し運用を明文化\n- skill 本体（SKILL.md・mode_line.py）は配布対象外・git 非追跡（配布元熟成・利用先挙動不変）\n\nE レビュー 4 周回で High/Medium 0 収束（CR/SR 並列・全レポートはタイムスタンプ名で履歴保全）\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(autonomous-mode): 自律モード skill を新設し配布除外で昇格（運転モード切替の接続点・3ファイル同期・機械…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-16T15:46:49Z",
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          "oid": "5a69801bc2d0271967fa71b83fb9a95ef442a155",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.48.1",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-15T01:15:39Z",
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        {
          "oid": "38240fdf877e1d7ad6d8e18c5cbff30816e69180",
          "body": "no-op だった Glob(**) / Write(...) 系 11 ルールを削除し、\n対応漏れだった Edit(.claude/tmp/**) を追加。許可の実挙動は不変。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): Claude Code v2.1.210 の permission ルール deprecation 警告を解消",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-15T01:15:32Z",
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        {
          "oid": "788fedab5195ed6f15842775647d0262d2bd356d",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.48.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-07T10:47:10Z",
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        {
          "oid": "bacd251f9df06d89d8f1cfd674723a77534a8e94",
          "body": "…id 突合・ADR-AS-4 解消）\n\n- tier_autoapply.py: 起動プロンプトの C3_TASK_ID マーカーを行頭アンカー厳格書式で抽出し jsonl に task_id を additive 追加（不在は null・mask 経路と独立・allowlist が構造サニタイズ）\n- record_agent_outcome.py: (session_id, role, task_id) 全一致の最新行を優先2a とし 0 件は従来の session 最新行（2b）へフォールバック（task 未指定は bit 一致の後方互換）。2b フォールバック時の限定警告（saw_t\n[…]\n与ルールを撤去。旧 ADR-AS-4 注記は E2E 実測（worktree 側 jsonl 0 件・main 書き込み・--tier なし機械解決）で反証し解消形へ\n- tests: 抽出系/突合系/警告 3 象限/GP-004 劣化固定/文言整合を追加（フル 1905 passed）\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tier-routing): 並列経路の record --tier 明示を不要化（T8・applied-state task_…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-07T10:47:03Z",
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        {
          "oid": "811705418008a02125f8610dfe665a79e67c98d4",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.47.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-07T03:53:34Z",
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        {
          "oid": "ae94546375e3dd4df51b3172b588855b51b67a43",
          "body": "ソフト適用（additionalContext の指示 honor system）を PreToolUse hook の\nupdatedInput による機械適用へ進化させ、「適用者=記録 SSOT」で帰属を完全機械化。\n\n- tier_autoapply.py（新規・PreToolUse Agent matcher 2本目）:\n  model 無指定の developer/wt_developer に推奨 Tier を updatedInput で注入\n  （permissionDecision 省略形・T0 実機検証で実効確認）。明示指定は尊重。\n  どちらも実適用値を .claude/s\n[…]\nodel: 指定と ADR-AS-2\n  エスケープハッチを撤去（機械適用へ）\n\n品質: C-3 設計監査5ラウンド（19件→0）+ T0 実機検証（G1/G2/G3 全肯定）+\nレビュー fix-cycle 5周（CR/SR 計27件→0）。テスト 1807 → 1878 passed\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(hooks): tier-routing 機械適用（フェーズ3）と学習記録の欠落検知（P3）を追加",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-07T03:51:32Z",
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          "oid": "c96d44322ba67d4f5443d23b582fba24ca7ed614",
          "body": "sqlite3.Connection.setlimit は Python 3.11 追加 API のため、v2.46.0 の\nTests CI（Python 3.10 ジョブ）で AttributeError → フェイルセーフ 0 埋めにより\nアサーション失敗していた。プロダクト実装（TEMP テーブル方式）は setlimit\n非依存で公開物への影響なし。テストのシミュレーション手法のみ 3.11+ を要する。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tests): setlimit 使用テストに Python 3.11 未満の skipif ガードを追加",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-06T19:45:31Z",
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        {
          "oid": "62578297d7e497f69ca191be5e311fb1f4a0db0a",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.46.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-06T19:41:52Z",
          "body_truncated": false,
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        },
        {
          "oid": "ea07ad51d21245ad57d251c9282db1ae57ecb7da",
          "body": "「C3 を使うと何がどれだけ良かったか」を横断で見る CLI と記録基盤。\n\n- migration 006: review_decisions に severity 列を additive 追加\n- record_review_decision.py: --severity（フェイルセーフ手動検証）・--reviewer design-critic・DC-XX-NNN 対応\n- db.py: insert_review_decision の severity 対応＋レガシーフォールバック＋二層検証、\n  metrics 集計ヘルパー6本（matrix / prevented_findings\n[…]\nocs/cli-reference.md にコマンド追記\n\n設計: C-3 監査6ラウンド（22件）＋レビュー fix-cycle 5周（26件）指摘0クローズ。\n測定思想: 主役=深刻度付き事前検出実績・補助=差し戻し傾向/帰属/コスト（forward-only・bandit 不干渉）\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(metrics): 効果総括メトリクス c3 metrics を追加",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-06T19:38:57Z",
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          "oid": "8d7d214b795aacd6338e88c69c01454221196476",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.45.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-05T08:28:32Z",
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        {
          "oid": "b47ec92d7c6508e8c78e37a08275fe0870643da3",
          "body": "日次 changelog 評価ログの直接 Edit による patterns.json 肥大（98KB・\ninit-session で Read 不能）の再発防止と、レビューで発見された既存バグの修正。\n\n- DESCRIPTION_WARN_LENGTH=1000 の肥大検知ガードを新設: update_patterns の\n  active 確定直後に、経路を問わず既存エントリの description 肥大を stderr で\n  警告する（削除・切り詰めはしない警告のみ・promoted 含む全件監査）。\n  取り込みガード MAX_DESCRIPTION_LENGTH=500 とは別\n[…]\ntional.py に TestDescriptionBloatWarning（T1-T11）を追加:\n  閾値境界・706字非警告・複数警告・非破壊・fail-safe・promoted 監査・\n  非 dict 完走・id サニタイズを回帰固定。フルスイート 1686 passed。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(hooks): stop.py に patterns.json 肥大検知ガードと非 dict 耐性を追加",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-05T08:26:42Z",
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          "is_bot": false,
          "headline": "release: v2.44.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-04T06:03:26Z",
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          "oid": "2e20f0ecb95727008907be277ee3f0a2e887a39e",
          "body": "公式仕様（code.claude.com/docs/en/hooks）で PreCompact hook は\nhookSpecificOutput.additionalContext をサポートしない（decision: block のみ）。\n仕様外の JSON stdout が実機 /compact で「Hook JSON output validation failed」を\n誘発していたため撤去し、hook を checkpoint 追記専念（デバウンス付き）にする。\n\n- main() の hookSpecificOutput JSON 出力と SAVE_INSTRUCTION 定数を削\n[…]\neel 再生成で確認済み）→ 指摘 0 クローズ。\nフルスイート 1675 passed / 0 failed（-3 は削除テストと厳密一致）。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01TUu3N45EUjyeBcFPXofZb9",
          "is_bot": false,
          "headline": "fix(hooks): PreCompact の仕様外 additionalContext stdout 出力を撤去",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-04T03:35:18Z",
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        {
          "oid": "1cf415aca80563966c5e9cc5fdd4b93a8ad86ec5",
          "body": "ハーネスが 1 回の compact で pre_compact.py を 2〜4 回起動する\nundocumented 挙動により、session.tmp に checkpoint ブロックが重複堆積し\n（20260703.tmp では約8割がノイズ）、additionalContext も同数注入されていた。\n\n- pre_compact.py に 10 秒デバウンス窓を追加（窓内は追記・注入とも\n  スキップ・stderr にログ 1 行・fail-open 原則）\n- 最終 PreCompact checkpoint 行の検出は regex を排し\n  startswith/endsw\n[…]\n/ security-review を 3 サイクル反復し指摘 0 でクローズ\n（CR 7 件・SR 3 件・再レビュー指摘 4 件を全件対応）\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01TUu3N45EUjyeBcFPXofZb9",
          "is_bot": false,
          "headline": "fix(hooks): PreCompact checkpoint の多重発火をデバウンスで冪等化",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-04T00:13:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "187dae8f0e79573e2cd6ad9797ed7310b8973d56",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.43.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-03T09:00:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "39ed7c8e3d304d24d00375e9ea26ab30af75fd01",
          "body": "- BANDIT_GATES (D-2.5/D-3/D-5/D-2.5-stuck) を新設し、bandit 集計と escalation の\n  failure rate を客観ゲートのみに限定。E-1/E-2 レビュー指摘由来の記録はイベント\n  ログとして保存を継続しつつ集計から対称に除外（成功も失敗も）\n- read_agent_tier_params を agent_tier_bandit 累積テーブル読みから agent_outcomes\n  イベントログの導出集計 (GROUP BY + gate フィルタ・placeholder は len(BANDIT_GATES)\n  から\n[…]\n\n  を新設。record_agent_outcome.py はイベント記録のみに簡素化\n- テスト: 新規40件・削除17件・全件 1646 passed / 0 failed。sonnet 閉塞解消\n  (failure_rate=(None,1)) と導出の遡及再計算を実機確認済み\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tier): 学習シグナルを客観化し bandit をイベントログ導出に再設計 (フェーズ2.5)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-03T08:58:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "50da7101ec483488c7fbfe42e0fd3808d52d4f36",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.42.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-03T04:43:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7de96f2171f2e70bca851e6f741fb1d5d69bb98f",
          "body": "- select_tier.py: additionalContext を推奨表示から指示形に強化（developer/wt_developer の\n  Agent 起動時に model: 明示指定を指示・uniform 期も適用・fork/persona/他 role 対象外を明記）\n- record_agent_outcome.py: developer subagent の tier 解決に優先2（tier_selection.json の\n  tier→suggested_model を SSOT として機械解決・ADR-AS-1）を追加。非文字列ガード付き・\n  不成立時は fron\n[…]\n決/fallback/ガード/役割ゲーティング/帰属語彙）+\n  実体 state 汚染からの隔離 12 件。全件 1623 passed / 0 failed\n- E2E 実証済み: wt_developer への model 上書きは worktree isolation 下でも有効\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tier): ソフト適用（推奨Tierのmodel:明示指定）と学習記録の帰属整合・tester帰属語彙追加",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-03T04:37:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "28520cdd5ff543f929a60d92e7bc9fd0aee94f4c",
          "body": "- CHANGELOG に v2.41.0（破壊的変更セクション含む）を追記\n- breaking-changes.txt に v2.41.0 エントリ追加\n- extract_breaking_changes --check / check_deletions --check 通過\n- wheel 実体検証 ALL OK（新スクリプト収録・旧スクリプト非収録・004 migration 収録）\n- 全テスト緑: 1595 passed / 0 failed\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.41.0",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-02T18:04:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "283b02dbf6879e4d02f041f0c855cec07706329a",
          "body": "帰属ズレ（推奨 tier ≠ 実使用 tier）と単一シグナル（E-2 のみ・1WF=1記録）の\n構造的欠陥を解消し、正しい tier 学習データを蓄積する基盤に置き換える。\n\n- migration 004: tier_bandit/tier_recent_outcomes を DROP し\n  agent_tier_bandit（PK: role×complexity×tier）/ agent_outcomes を新設\n- record_agent_outcome.py 新設（旧 record_tier_outcome.py 廃止・deletions.txt 追記）:\n  tier は a\n[…]\nts: role 別表示・--role フィルタ・--json 形状変更\n- レビュー: code-review 4 Round / security-review 2 Round で指摘 0 件到達\n- テスト: 1595 passed / 0 failed\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tier): 学習シグナルを role 別・per-gate 記録に再設計 (v2.41.0)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-07-02T18:00:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3ef9d8cc73e4f51745264708506c1de4fef02907",
          "body": "worktree 並列実装の前提となる git リポジトリを c3 init 時に検出し、同意の上で\ngit init する。非 git ディレクトリで後の worktree 生成が初めてハードエラーに\nなる UX 欠陥を解消。\n\n- 検出: git rev-parse --is-inside-work-tree（既に管理下なら何もしない＝入れ子 repo を作らない）\n- 同意モデル: --git / --no-git / フラグなしは TTY で [Y/n] 確認・非 TTY は警告のみ\n- git プリミティブを src/c3/gitutil.py に分離（shell=False・固定引数・timeout=10・encoding=utf-8）\n- git 操作は c3 init の exit code に影響させない（scaffold 成功を優先）\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(init): c3 init に非 git ディレクトリでの同意ベース git init を追加 (v2.40.0)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-30T06:59:51Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "50f98ce2e199609a256ba541a99ccd4f4f724c9c",
          "body": "…アログを恒久解消 (v2.39.0)\n\n/init-session・/start・/setup のセッション開始系 Bash ブロック（mkdir+printf によるフラグ書き込み・setup 実行済み判定・init-session 実行済み判定・/setup Phase 4 の setup_done.flag 書き込み）を単一の Python ヘルパー session_guard.py の {mark|check|setup-mark} 3 サブコマンドに集約。settings.json に session_guard.py* の 1 行 allow を追加し、複合 Bash（if/$(\n[…]\n_FLAG_REL を単一真実源化（SETUP_MARKERS_REL から参照）\n- 挙動完全不変・後方互換維持・破壊的変更なし\n- tests/skills/test_session_guard.py で 37 ケースを固定（全体 1518 passed）\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(session): セッション開始ガードを session_guard.py に集約し /setup も含め Bash 許可ダイ…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-24T12:53:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "adaa601bb9d611b5168e591171ed6d4b73786c72",
          "body": "…2.38.0)\n\nC3 初導入プロジェクトで「最初に /start を打ち、規約未設定のまま開発が始まる」事故を防ぐ。\n/start 実行時に当該セッションで /init-session 未実行なら自動先行実行し、/init-session 実行時に\n規約未設定（coding-standards.md も setup_done.flag も無い）なら /setup を自動連鎖する。\nセッション単位の実行判定に CLAUDE_CODE_SESSION_ID を用いた init_session.flag を使い、\n/init-session↔/start の相互呼び出しループを防止（from-start 引数で開始方法選択等の対話をスキップ）。\nマーカーは .claude/state/（gitignore＋配布除外済み）に置くため 3 ファイル同期は不要。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(onboarding): /start→/init-session→/setup の自動チェーンで初回導入の動線事故を防止 (v…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-16T07:44:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a8d0638f2e99c11c8005791030a1a292d2a715df",
          "body": "C++ Build Tools が無い環境での pip install 失敗（hnswlib ソースビルド要求）を解消する。\nrecall コーパスは 1 ユーザーの .claude/ 規模（数千チャンク）で近似最近傍の高速化が不要なため、\nnumpy の総当たり cosine 検索で代替。recall.hnsw ファイル名は後方互換で維持し中身を numpy .npy 化、\n索引は次回 rebuild で自動再生成（load() が旧 hnswlib バイナリ/不正形状を False 検出しフォールバック）。\nchroma-hnswlib 依存と LICENSES を除去し numpy>=1.22 と numpy-LICENSE(BSD-3-Clause) を追加。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(recall): 索引を chroma-hnswlib(C++) から numpy ブルートフォース検索に置換 (v2.37.0)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-16T04:28:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "bb01827c75886b66336e79bfe0d555617ca8a596",
          "body": "セッション復元（コンパクト後・/init-session）の「構造なし丸投げ」が、(1) 完了済み・全文の無上限再注入によるコンテキスト肥大ループ、(2) フェーズ状態が単なる ToDo 注入になりワークフローを飛ばす問題、の2症状を生んでいた。テンプレートに現在地1行フィールドを新設し、restore は現在地を最優先で読み「skill 経由で再開・Approval Flow 厳守」を冒頭注入＋残タスクは未完了のみ＋成功/失敗は末尾15行に上限化、pre_compact は無上限追記をチェックリスト更新に変更、dev-workflow/parallel-agents/init-session は現在地更新と復帰案内を追記。後方互換あり・破壊的変更なし。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(session): セッション現在地フィールド新設でコンパクト肥大とワークフロー無視を解消 (v2.36.0)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-14T12:56:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "01a4d21e687e81b98acd163b01119c947c49f920",
          "body": "個人作業ノート docs/model_settings.md を配布対象から除外する。3 ファイル同期ルールに従い .gitignore / hatch_build.py / _excludes.py の EXCLUDE_PATTERNS を揃えて更新。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(excludes): docs/model_settings.md を配布対象外に追加",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-14T12:56:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ec0fa4225f8901673603beedcf14be9a89738498",
          "body": "…(v2.35.0)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(parallel-agents): worktree cwd リーク(Issue #28017)への暫定 cd 復帰手順を追加 …",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-09T16:58:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9d3da1a2b44bc1748d0099f992d9e27ceaf08140",
          "body": "フェーズ C（計画）と D（実装）の間に opt-in の監査ゲート C-3 を新設。\n新規 read-only サブエージェント design-critic が requirements/architecture/plan を\n3 レンズ（前提発掘 [DC-AS] / 曖昧さ [DC-AM] / 抜け漏れ [DC-GP]）で敵対的に監査し、\n各 finding に起因層（A要件 < B設計 < C計画）を付与。findings は起因層に応じて\n正しい上流フェーズへピンポイントで戻す層別ルーティングで対応する。\n\n- .claude/agents/design-critic.md（新規）\n-\n[…]\nn-review-report 追加\n\nopt-in スキップ時は従来の C→D と同一でノーオペ。破壊的変更なし・migration 不要。\ndesign-critic は新規 agent 定義のため c3 update 後はセッション再起動で有効化される。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(dev-workflow): 設計・計画監査ゲート design-critic を追加 (v2.34.0)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-09T04:28:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b8c2ba2376131059dfa531c39118b46595dd31bf",
          "body": ".claude/CLAUDE.md 末尾の「## C3 Managed」セクション（@rules/promoted/index.md の\n@import ＋手動編集禁止コメント）を撤去。Claude Code 公式仕様で .claude/rules/ は\nサブディレクトリ含め再帰的に自動ロードされるため @import は冗長。ファイル全体が\nc3 update で上書きされる配布物なのに1セクションだけ編集禁止と書くのは誤解を招く。\nv2.1.168 実機 /context で @import 無しでも昇格ルールが自動ロードされることを検証済み。\n\ndocs/config-policy.md\n[…]\npolicy.md の promote-pattern\n追記機構の記述を実装に合わせ正確化し、バージョン表記を v2.33.0 に更新。\n\n挙動不変・破壊的変更なし・migration 不要。pytest 1421 passed / wheel 実体検証済み。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(claude-md): C3 Managed セクション撤去・rules 再帰自動ロードに統一 (v2.33.0)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-08T09:34:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ae05965154cb690560138ea077fcf67995a121a9",
          "body": ".dev/hooks/ で試作・運用していた recall_autorebuild.py を配布 hook\n(.claude/hooks/) へ移行し、.claude/settings.json の Stop に登録して全利用先で\n既定有効にする。セッション終了ごとに recall 索引の stale を stat 軽量判定し、\nstale なら c3 recall rebuild を detached background で起動して索引を新鮮化する。\n\n- .claude/hooks/recall_autorebuild.py 新規（.dev/ 版を移動・ロジック無改変）\n- tests/\n[…]\nL ロック / 常に exit 0 /\nAPI キー除外 env / Windows CREATE_NO_WINDOW）と 3 OS 対応は試作時のまま維持。\nC3_RECALL_AUTOREBUILD_DISABLE=1 でオプトアウト可能。破壊的変更なし。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(recall): 索引自動リビルド Stop hook を配布物に昇格 (v2.32.0)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-07T05:08:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9696e1a5224d7cd5fb447f86cdc40486a56432f3",
          "body": "interview-rubric / design-rubric の Step 1 に「ユーザー提示資料（PDF/画像/既存doc）を\nRead で読み込み観点を判明マーク（事前執筆は求めない）」を 1 行ずつ追記。\n指示書テンプレ案は却下し資料ドリブンに再定義。__version__ 2.31.0 → 2.31.1。破壊的変更なし。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.31.1 動的ルーブリックに資料ドリブン壁打ちを明文化",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-06T06:27:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f43d50b8c36db279d78fc76b66641fae666604de",
          "body": "dev-workflow フェーズ A/B の固定 AskUserQuestion テンプレを\nルーブリック型ハイブリッド動的生成へ置換（references/interview-rubric.md・design-rubric.md 新規）。\n__version__ 2.30.0 → 2.31.0 / CHANGELOG [2.31.0] 追記。破壊的変更なし。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.31.0 標準ワークフローのヒアリング/設計を動的化（ルーブリック型）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-06T06:02:58Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "342d54cdea695a8b4983f4af00c82ad2acb26e68",
          "body": "フェーズ A（A-1/A-2/A-3）とフェーズ B（B-1）の固定 AskUserQuestion テンプレを\nルーブリック型ハイブリッド動的生成へ置換。「聞く観点カテゴリ＝固定・文面/選択肢/深掘り＝動的」。\n\n- references/interview-rubric.md 新規: 床5観点（背景/目的・スコープ境界・制約・非機能・成功条件）・\n  上限6問・床充足で即停止・対話余白型・report 前 self-check\n- references/design-rubric.md 新規: 床4観点・上限4問・構造化型・B-1+B-2 統合\n- SKILL.md: フェーズ A/B を rubric 参照の動的手順へ。A-4/B-3 の承認契約は無改変\n- code-review Medium 3件（design/interview 非対称の補足）修正済\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(dev-workflow): interviewer/architect の質問を固定テンプレからルーブリック型動的生成へ",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-06T05:58:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a0f44e487d46f8ff0627cdbd71e14d34aac7ee92",
          "body": "GitHub Community Standards の未設定項目を整備:\n- CONTRIBUTING.md: 開発セットアップと C3 特有の注意（_template 直接編集禁止・.claude/ 正本・除外 3 ファイル同期）\n- SECURITY.md: Private vulnerability reporting による報告フロー\n- CODE_OF_CONDUCT.md: Contributor Covenant v2.1（日本語）\n- .github/pull_request_template.md: PR チェックリスト\n- .github/ISSUE_TEMPLATE/: bug_report / feature_request / config.yml（日英どちらも歓迎）\n\nいずれもリポジトリ運営用ファイルで、wheel/sdist・c3 init の配布物には含まれない。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: コミュニティ健全性ファイルを追加（CONTRIBUTING / SECURITY / 行動規範 / Issue・PR テンプレート）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-02T09:12:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d0893b0dcda15ad064c322f1b4969c85d44abee5",
          "body": "c3 init --platform opencode で OpenCode 向け adapter を生成可能に（PR #3 / @ma2tak）。\n配布元で C3 側のテスト・ドキュメントを追加し、code-reviewer / security-reviewer の\n指摘を 0 件まで解消した。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.30.0 OpenCode adapter 対応（テスト・ドキュメント整備＋レビュー指摘全件解消）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-02T02:55:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "65a2e5ea1af584ec953e5dfbef810d83c98c393e",
          "body": "PR #3（OpenCode adapter, @ma2tak）に対し、テスト・ドキュメントを追加し、\ncode-reviewer / security-reviewer の指摘（CR 15 + SR 6、ラウンド2 で追加検出分含む）\nを全件解消した（最終レビュー 0 件）。\n\n実装修正（src/c3/adapters.py）:\n- description を YAML 安全な共通ヘルパー _yaml_inline_scalar に統一（CR H-01/H-02/L-06・SR-V-001）\n- _sanitize_for_managed_block で全 adapter の managed\n[…]\n getting-started.md / ARCHITECTURE.md に opencode を追記\n\nTOCTOU（_write_file_if_changed）は共有インフラ・スコープ外・local 脅威モデルのため据置（両 reviewer 是認）。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(opencode): OpenCode adapter のテスト・ドキュメント整備とレビュー指摘修正",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-02T02:55:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "aeb30473599de39cf4b234c793d393ee124a2725",
          "body": "feat: OpenCode adapter for c3 init --platform opencode",
          "is_bot": false,
          "headline": "Merge pull request #3 from ma2tak/feature/opencode-adapter",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-06-02T00:56:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "737535b6c75404dc6dcf3a04788ce54456a4e71d",
          "body": "…r の test-overfit 回避）\n\nドキュメント PATCH。Anthropic 公式「Prompting best practices」（Claude Opus 4.8 /\nSonnet 4.6 等の最新モデル向け）の推奨を C3 の agent 定義に反映する文言を\ncode-reviewer / security-reviewer / developer / wt_developer の 4 定義に追記\n（本文は 506c522 で既出、本コミットは version bump + CHANGELOG）。\n\nコード・公開 API・CLI・DB スキーマに変更なし。**破壊的変更なし**・migration 不要。\n全テスト緑（1339 passed, 8 skipped, 1 deselected）。wheel 同梱検証 OK\n（breaking-changes.txt のみ・c3_version.txt 含まず）。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.29.4 公式 Prompting BP 整合（reviewer の coverage 網羅明記・develope…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-31T07:57:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "506c5228647af8130f8af1ab2d8f1f1bcc46c8cb",
          "body": "…verfit 回避を追加\n\nAnthropic 公式 Prompting best practices(Opus 4.8 / Sonnet 4.6 向け)の推奨を agent 定義に反映:\n\n- code-reviewer / security-reviewer: 発見段階の役割は網羅(coverage)であり取捨選択ではないことを明記(Low/低確信度も握り潰さず report・絞り込みは下流 planner->ユーザー承認に委譲・MEMORY.md 許容例外は除外)。最新モデルが抑制指示を忠実に守り recall を落とす問題への対策\n\n- developer / wt_develope\n[…]\nt 回避(最小限と汎用解の両立・テスト入力への hard-code 禁止)\n\ncode-reviewer レビュー済(High 0 / Medium 1 任意 / Low 3 確認のみ)。配布実体 _template/ への伝播は wheel 再生成で確認済。\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(agents): 公式プロンプトBP整合で reviewer の coverage 明記と developer の test-o…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-30T12:15:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "00ea0e84f3cb7cbe23964723f1aeb706f65f988d",
          "body": "ドキュメント + 配布調整 PATCH。コード変更・破壊的変更なし。\n\n内容:\n- ARCHITECTURE.md を sdist include に追加 (80813d2)\n- deletions.txt に v2.18.0 前の削除 23 件を遡及追記 (daa8813)\n\n利用先で次回 `c3 update` 時に古い .claude/ 残骸（旧 commands/*.md\n9 件 / 旧 skills/*.md 4 件 / skills/parallel-execution.md / 初期\nhooks 4 件 / PO 関連 5 件）が除去される。\n\nリリース前チェック:\n- pyth\n[…]\n\n- python -m build --sdist: sdist 同梱確認\n  - claude_code_conductor-2.29.3/ARCHITECTURE.md: あり (トップレベル)\n  - .claude/deletions.txt: あり\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.29.3 ARCHITECTURE.md sdist 同梱 + deletions.txt 遡及 23 件",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-28T06:09:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "daa881353dbbda3fe0802b078b44bdef202b424b",
          "body": "deletions.txt 機構導入（v2.18.0）以前に削除された配布対象ファイルを\ngit 全履歴 × PyPI 公開タグ（v0.2.0〜v2.17.0 の 68 タグ）で全数監査し、\n漏れ 23 件を追記。\n\n内訳:\n- 旧 commands/*.md 9 件 (082c8a6 / v0.2.0〜v0.3.4)\n- 旧 skills/*.md flat 4 件 (082c8a6 / v0.2.0〜v0.3.4)\n- skills/parallel-execution.md 1 件 (6edf2ef / v0.2.0〜v0.2.4)\n- 初期 hooks 4 件 (04124c2 / s\n[…]\n.txt 同梱・43 行・新規エントリ含有\n- pytest -q: 1339 passed / 0 regression\n\n不在の配布先では no-op（13 段セーフガード）。\nv2.29.1 で追記した rules→references 3 件と同方針。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(deletions): v2.18.0 前の削除 23 件を遡及追記",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-28T06:05:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "80813d28a18417c4c0a49199647f6dc7f22dc047",
          "body": "pip download / pip install --no-binary :all: で sdist を受け取った\n利用者もリポジトリルート直下の C3 アーキテクチャ地図を読めるよう\nにする。wheel への同梱は引き続きなし。\n\n実機検証: python -m build --sdist で再生成し\nclaude_code_conductor-2.29.2/ARCHITECTURE.md がトップレベルに\n含まれることを確認。\n\nCHANGELOG.md は [Unreleased] セクションに記録し、次回機能\nリリースに合流させる（このコミット単独ではタグを切らない）。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(sdist): ARCHITECTURE.md を sdist include に追加",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-28T05:41:17Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4a84ed9eb3501f7ec58d39f03a77b4b71d8bbfb2",
          "body": "Generate OpenCode-compatible agent definitions from .claude/ tree.\n\nMapping:\n- .claude/agents/*.md → .opencode/agents/c3-*.md (with YAML frontmatter)\n- .claude/skills/*/SKILL.md → .opencode/agents/c3-skill-*.md\n- .claude/rules/*.md + CLAUDE.md → AGENTS.md (managed block)\n- Interactive agents (interv\n[…]\npose\n- Implementation agents (developer, tester, etc.) → mode: subagent\n\nOpenCode agents can be invoked via @mention:\n@c3-developer, @c3-tester, @c3-architect, etc.\n\nUsage: c3 init --platform opencode",
          "is_bot": true,
          "headline": "feat: add OpenCode adapter for c3 init --platform opencode",
          "author_name": "opencode-agent[bot]",
          "author_login": "opencode-agent[bot]",
          "committed_at": "2026-05-28T02:53:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3435cb1534acb6730a482089c4d9c2ec9eb59b26",
          "body": "…/ ARCHITECTURE.md）\n\nv2.29.1 以降のコード負債返済をまとめてリリース。振る舞い不変・公開 API 不変・\n破壊的変更なし。観測可能な差分は missing-table のログレベル warning→debug のみ。\n\n- db.py: resolve_* 3関数を _resolve_float_env に集約（DRY・45002ce）\n- db.py: tier-routing パラメータを _db_params.py へ分離・re-export 維持（8d140b0）\n- usage_ingester.py: パス traversal 検証の重複を _safe_\n[…]\ning・a8ddc65）\n- /ARCHITECTURE.md 新設（配布対象外・6be3e73）\n\n全テスト 1339 passed / 0 regression・全 Python(3.10/3.11/3.12) CI green・wheel 実体検証済み。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.29.2 内部品質リファクタ（DRY統合 / _db_params 分離 / path検証集約 / 例外分類統一 …",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T18:17:43Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a8ddc65735c9421bd0d1f85a4be26c5a5a14c590",
          "body": "telemetry/観測ヘルパーの graceful degradation（DB エラーで呼び出し側を止めない）は\n維持したまま、4 関数が既に持つ「想定内の sqlite3.OperationalError は debug、想定外の\nException は warning」分類を、warning を出す 10 関数にも揃えた。catch-all の\nexcept Exception は意図的なので狭めない（bare except 自体は graceful degradation）。\n\n効果: 想定内の missing-table が warning→debug に下がりログノイズ減・分類一\n[…]\ng・WARNING 抑止を read/write 両系で固定（既存\nTestExceptionLogTypeName の corrupt-DB→warning と対称）。\n\n全テスト 1339 passed / 0 regression・ruff clean。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(db): missing-table の例外分類を 10 関数で統一（OperationalError→debug）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T15:26:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "43518e78c61638727abfaa2444d228c2e5fc6b63",
          "body": "ruff F401/F841（CI が tests を lint しないため従来検出されていなかった）:\n- tests/test_db.py: 未使用 import update_tier_params\n- tests/test_usage_ingester.py: 未使用 import 3 件\n  (insert_agent_cost_run / read_agent_cost_summary / set_ingest_offset)\n  + 未使用 local result2（代入のみ削除し ingest_session 呼び出しは維持）\n\nテスト内容・振る舞いは不変。全テスト 1337 passed / 0 regression・ruff clean。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(tests): pre-existing 未使用 import/local を除去",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T15:12:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "adc6df97c9a3a5bbadbcaa402404c9d1a6df140e",
          "body": "_ingest_jsonl と _read_agent_meta にあったほぼ同一のパス検証（symlink チェック →\nis_file → resolve() → is_relative_to(project_dir)）をローカルヘルパー\n_safe_resolved_file(path, project_dir, *, log_label) -> Path | None に集約。\nresolved パスを返すため検証後の読込にもそのまま使える。SR-V-002 のパス traversal\n対策が 1 箇所に集約され、2 コピー間の drift リスクを解消。\n\nbehavior-pres\n[…]\n 対応）\n+ docstring に is_symlink/is_file/resolve の例外送出を明記（code-reviewer M-01 対応）\n\n全テスト 1337 passed / 0 regression・ruff clean（変更ファイル）。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(usage_ingester): パス traversal 検証の重複を _safe_resolved_file に集約",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T15:05:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8d140b0cf424858952d60e22ca40a102439a814b",
          "body": "db.py（SQLite read/write helpers・1351行）から、概念的に別物の tier-routing\nパラメータ群（SSOT 定数6個 + env override の resolve_* / _resolve_float_env）を\n新規 src/c3/_db_params.py へ分離。db.py は 6定数 + resolve_* 3関数を redundant-alias\nで re-export し、`from c3.db import X` / `from c3 import db; db.X` の両形式を維持。\n\nbehavior-preserving: 公開 \n[…]\nた。\n\ncode-reviewer: CR-Q-005（_resolve_float_env 再export 削除）/ CR-NEW（docstring 追記）/\nCR-T-001（_db_params 直接 import スモークテスト N6 群追加）対応。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(db): tier-routing パラメータ解決を _db_params.py へ抽出",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T14:46:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6be3e73d93f8809d11bb5f9ab9c5e41e1622b785",
          "body": "src/c3（c3 パッケージ）と .claude/（フレームワーク本体）の二層構造、\nランタイムのオーケストレーション、hook ライフサイクル（settings.json と\n照合済み）、知能基盤（c3.db / recall）、ビルド・配布パイプライン、adapter、\nテスト/CI、正典ドキュメントの地図を 1 枚に集約。\n\nこれまで src/c3 と .claude/ の関係・実行時の全体像を示す文書が無く、設計判断の\n土台が code comment / patterns.json / 各 docs に散在していた。本書は索引役に徹し、\n詳細は taxonomy.md / conf\n[…]\nter のコードベース照合で事実誤り1・要修正2を検出し修正済み（exit 2 例の\n配布元専用明示・cost ソースパス・worktree_guard の env 条件・session_stop 3段構成）。\n配布対象外（ルート直下・.claude/ 外）。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(architecture): C3 全体アーキテクチャ地図 ARCHITECTURE.md を追加",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T14:16:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "45002ce53d4982b20596ba0364facada1dd0bca6",
          "body": "resolve_cost_lambda / resolve_epsilon / resolve_escalation_threshold は\nenv名・デフォルト・下限の開閉・ログ接頭辞だけが異なるほぼ同一コード\n（DRY違反）だった。共通ヘルパー _resolve_float_env に集約し、公開3関数は\n薄いラッパーに変更。公開API・戻り値・stderr挙動・境界条件はすべて不変。\n\n- パース/検証ロジックが3コピー→1箇所に（直し忘れリスクを解消）\n- 型ナローイングは typing.cast で表現（CR-CT-002 対応）\n- 全テスト 1330 passed / 0 regression・ruff All checks passed\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(db): resolve_* 3関数の重複を _resolve_float_env に統合",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T13:45:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f9303cda4a741855513071edd0877d9e5d357444",
          "body": "コード変更なし・破壊的変更なし・migration なし。wheel 実体検証 OK（_template/.claude/deletions.txt に rules/ 3 行含有）。deletions テスト 48 passed・全体 1330 passed。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.29.1 deletions.txt 遡及追記（rules→references 移動 3 ファイル）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T03:09:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0d542b41cb7c8759a1d055f371aceb3868cd0949",
          "body": "code-review-checklist.md / plan-design-guidelines.md / security-review-checklist.md は v2.14.2 まで .claude/rules/ で常時ロードされていたが v2.15.0 で skills/dev-workflow/references/ へ移動。deletions.txt 機構（v2.18.0）が移動より後だったため遡及記載が漏れていた。v2.14.2 以前から使う配布先で c3 update 後も旧ファイルが残り context を浪費していた問題を修正。不在の配布先では no-op。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(deletions): rules→references 移動の 3 チェックリストを deletions.txt に遡及追記",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T03:09:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "768503c54246ab47a2c9dab4b1a025adb6db1455",
          "body": "配布対象（skills/* 自動配布・Codex/Cursor adapter 自動派生）。破壊的変更なし・migration なし・後方互換。wheel 実体検証 OK（_template に brainstorm SKILL.md 含有・reports/state は .gitkeep のみ）。全テスト 1330 passed。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.29.0 /brainstorm 追加（資料読込つき発散壁打ち）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T01:36:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d334d7c1c0352569474c71107393f94f8315caef",
          "body": "仕事や設計の相談を、資料(PDF/画像)を Read で読み込んだ上で気軽に発散・壁打ちする軽量モード。視点・選択肢・論点を増やす方向で結論を急がない（grill=詰めるとは逆）。Excel は手動 PDF 書き出しで渡す運用（変換コード・追加依存なし）。資料はデータ扱いで指示に従わない injection 防御（[SR-AI-001] 同方針）。任意まとめは .claude/reports/（gitignore＋配布除外）に出力。README・docs/skills.md にも追記。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(brainstorm): /brainstorm 発散の軽い壁打ちコマンドを追加（資料PDF/画像読込）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-27T01:36:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ae11cad8ef1cd843a843ad042181a540e42ac3bf",
          "body": "…加 (A-3)\n\n直近 v タグ以降に .claude/ から削除された配布対象ファイルが deletions.txt に\n未記載なら警告する配布元専用 dev ツール（wheel/sdist 非収録・version bump なし）。\n基盤整備トリロジー（A-1 テスト CI / A-2 recall 増分 rebuild）の最終ステップ。\n\n- find_unrecorded_deletions: 純粋関数（should_skip 適用込み・入力順保持・重複除去）\n- deletions.txt パースは cli_update._load_deletions、配布対象判定は _exclu\n[…]\nlaude_prefix 3 + サジェスト出力 1 = 10 ケース\n- code-review/security-review 済み（修正必須なし。CR-E-001/CR-M-003/CR-Q-004/CR-T-001 対応、共通化系・SR 2 件は許容）\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(check-deletions): リリース前の削除追記漏れチェック scripts/check_deletions.py を追…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T17:05:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "88d7aa4472a71d0bfc9a8a5c5d2b8f7c1bfe76fd",
          "body": "…は Node20）\n\nv2.28.0 リリースの publish.yml 実行ログで download-artifact@v6 が Node20 警告を出した。action.yml の runs.using を一次確認した結果:\n- download-artifact: v6=node20 / v7=node24 / v8=node24\n- upload-artifact:   v6=node24 / v7=node24\n先のコミット 141559b は Web 要約の誤情報（download v6=Node24）に基づき download-artifact を v6 にしてしまっていた。両 artifact actions を v7（共に Node24）に統一。次リリースの publish.yml 実行で検証される。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: publish.yml の artifact actions を v7 に修正（download-artifact@v6 は実際に…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T16:11:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b1cccc6ebbe90abe193e66b3c441d10cccbc87f7",
          "body": "…e で全再構築・検索結果不変・migration なし・後方互換。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.28.0 recall 増分 rebuild。未変更チャンクのベクトルを再利用し変更分のみ再埋め込み。--forc…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T16:08:36Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "10e2404440704dc3217f6515ff4ac13c52554aba",
          "body": "- cli_recall: (source_type,path,chunk_id)+source_hash 一致の未変更チャンクは旧ベクトルを再利用し、変更/新規のみ embed。律速の埋め込みを削減。--force で全再構築。増分不可（index 不在/load 失敗）は全再構築フォールバック（理由を stderr に型名のみ出力）\n- recall_index: get_vector(chunk_id) アクセサ + 公開 content_hash(text) を追加（source_hash 計算を一元化）\n- 増分パーティションは _partition_chunks_for_reuse に分離。検索結果・index 形式は全再構築と一致\n- tests: 増分/再利用/force/fallback/削除/get_vector/content_hash・PYTHONHASHSEED フレーク安定\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(recall): rebuild を増分化（未変更チャンクのベクトル再利用）(v2.28.0)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T16:08:31Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "141559ba50fcf5c125355aae9927a43ae9719f97",
          "body": "…s actions の保留理由を明記\n\n- actions/upload-artifact@v4 → @v6（Node24・GitHub API でタグ実在確認・name/path 利用は v4→v6 で破壊的変更なし）\n- actions/download-artifact@v4 → @v6（同上）\n- docs.yml: upload-pages-artifact@v3 / deploy-pages@v4 は Node24 版が upstream 未提供（deploy-pages#410）のため据え置き、理由をコメントで明記\n\npublish.yml は tag 時のみ実行のため次リリース（v2.28.0）で検証される。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: publish.yml の artifact actions を Node24 化（v4→v6）+ docs.yml に Page…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T15:13:02Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "cc04b8600c7421a185440ff29948433308b5cb55",
          "body": "Node.js 20 ランタイムの actions は 2026-06-02 に Node24 へ強制移行・2026-09-16 に Node20 がランナーから削除される（GitHub 告知）。CI 警告で名指しされた checkout/setup-python を全 3 ワークフロー（test/publish/docs）で Node24 版に更新。\n- actions/checkout@v4 → @v5（Node24・min runner v2.327.1）\n- actions/setup-python@v5 → @v6（Node24）\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: actions を Node24 対応版へ更新（checkout v4→v5・setup-python v5→v6）",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T15:06:32Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0683606724cdad12bfbb9a88c6e434d405313339",
          "body": "A-1 で追加した test.yml の初回 CI（ubuntu）で 2 件が露呈。production コードは正しく、テスト側の OS 移植性バグだったため修正:\n\n- test_session_start.py::test_symlink_uses_unlink_not_rmtree:\n  リンク先 dir も file-history 直下のため別エントリとして rmtree される（=消えるのが正しい）にも関わらず target_dir.exists() を assert していた設計誤り。symlink を作れない Windows では skip され露呈せず、symlink が作\n[…]\nONPATH のバックスラッシュエスケープは Windows パスでのみ発生し POSIX では検証対象が無いため Windows 限定 skipif に。escape ロジック自体は tests/test_adapters.py で OS 非依存に検証済み。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: OS 依存テスト 2 件を Linux CI で通るよう修正",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T14:54:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "98768a1bcbc06b50f296b5a81218e584e254b610",
          "body": "- ubuntu-latest × Python 3.10/3.11/3.12 マトリクスで pytest 実行\n- slow テスト（fastembed モデル取得）は pyproject の addopts で既定除外（220MB DL を踏まない）\n- scripts/extract_breaking_changes.py --check で破壊的変更の未記載を検出\n- .github/ は wheel/sdist 非収録のため version bump なし（infra）\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: push/PR で pytest + breaking-changes チェックを回す test.yml を追加",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T14:47:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "12ebf6fa45fd347ff2682cb952829649fd8fc5ab",
          "body": "… パラメータ表示）\n\n- C3_TIER_COST_LAMBDA の範囲を 0 ≤ λ ≤ 5 に更新（v2.27.0 で上限拡張・v2.26.0 は ≤ 1）\n- c3 tier stats の表示項目に「routing パラメータ（λ/ε/escalation）」を追記\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: README / CLI リファレンスに v2.27.0 を反映（λ 上限 5・c3 tier stats の routing…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T14:14:30Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ff8080c50744daf9d65631f814517b6a056ead56",
          "body": "…精緻化・cli_tier routing パラメータ表示。env 未設定で v2.26.0 と routing 一致・migration なし・後方互換。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.27.0 tier-routing λ 機能拡張。λ 上限 5.0・CR-Q-001 observability …",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T14:10:36Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6cc1e53a93992064bc8908ffa8a1e9353243530b",
          "body": "…ng パラメータ表示 (v2.27.0)\n\n- db.py: COST_LAMBDA_MIN/MAX 定数(SSOT)・公開 resolve_cost_lambda/epsilon/escalation_threshold 追加\n- select_tier.py: _resolve_cost_lambda 上限 1.0→COST_LAMBDA_MAX(5.0)・CR-Q-001(_cost_tiebreak 経路1 全コスト同値時 did_tiebreak=False・選ばれる tier は不変)\n- cli_tier.py: c3 tier stats に routing パラメータセクション(λ/ε/escalation)・--json に routing_params\n- tests: λ 上限境界(5.0 有効/5.1 拒否)・CR-Q-001 同値・parity(hook↔db 戻り値一致)・routing_params 表示\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tier): λ 上限 5.0 拡張 + CR-Q-001 observability 精緻化 + cli_tier routi…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-26T14:10:31Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2c5ff2966840b24cc3925830c7535cc51343b65e",
          "body": "…N_THRESHOLD 調整可能化。env 未設定で v2.25.0 バイト互換・migration なし・後方互換。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.26.0 cost-weighted Thompson 本格統合（全 tier・λ 重み付け）・ESCALATIO…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-25T17:03:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "044d025959d8d7f365f1ce5b0f73f1a538589f55",
          "body": "… 調整可能化 (v2.26.0)\n\n- A: Thompson サンプルを全 tier でコスト重み付け（score=sample-λ*cost_norm・全tier min-max正規化）して最大選択する routing を導入。重み λ は C3_TIER_COST_LAMBDA(0-1) で設定。λ>0 で発動（成功率 vs コストのトレードオフ）\n- B: λ 既定=互換センチネル（db.COST_LAMBDA_DEFAULT=None）。env 未設定で v2.25.0 の ε tie-break をバイト互換維持。λ=0 明示で cost 無視（純 Thompson）\n- C: \n[…]\nャ不変（λ optional kwarg・SelectionResult 末尾フィールド追加）・migration なし\n- docs: README/CLI リファレンスに cost-weighted routing と env チューニング変数の記載を追加\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tier): cost-weighted Thompson 本格統合（全 tier）+ ESCALATION_THRESHOLD…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-25T17:03:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dadfd8a3712a26bcb033d52f3d794f24decf7abe",
          "body": "…ng 挙動不変・migration なし・後方互換。cost-weighted Thompson 本格統合は v2.26.0 に分離。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.25.0 tier_bandit cost 蓄積・EPSILON 調整可能化・db.py 例外ログ統一。routi…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-25T15:30:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "309fc30fc865b350579c1d3540a9710344562290",
          "body": "- A1: tier_bandit へ cost を materialize する sync_tier_bandit_cost を追加（冪等な全クリア→集計 SET 同期・UPDATE-only・session_stop の usage ingest 直後に実行）。c3 tier stats に total_cost_usd/cost_samples 列を追加\n- B: cost-aware tie-break 閾値を db.EPSILON_TIEBREAK 定数 SSOT 化し C3_TIER_EPSILON env で上書き可能化（NaN/範囲/非数値は default fallback）\n[…]\n定で v2.24.0 と一致・A1 は書き込みのみで select_tier は cost 列を読まない）・migration なし・後方互換\n- docs: README / docs に c3 tier stats と cost 集計セクションの記載を追加\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tier): tier_bandit cost 蓄積 + EPSILON 調整可能化 + db.py 例外ログ統一 (v2.25.0)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-25T15:30:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2cc77a6768db3155ba269f5b0e8f3893384a389f",
          "body": "…除・実測の USD/MTok レート化で静的 tier_reference_cost と単位整合。既存関数不変・migration なし。tier_bandit cost 書き込みは v2.25.0+。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.24.0 tier-routing cost 精度向上。model 一致集計・(session,tier) 重複排…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-25T13:42:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b1add31c08d20ddcf32db5a7cdde79e61e87fddb",
          "body": "read_tier_cost_rate_summary / read_tier_cost_rate_for_complexity を新設し、\ntie-break の cost_map 源を rate 関数へ切替（tie-break ロジック不変・cost_map の\n値の意味が絶対 USD → USD/MTok レートに変化し静的 tier_reference_cost と単位整合）。\n既存 read_tier_cost_summary / read_tier_cost_for_complexity は完全不変。\ncli_tier に USD/MTok レートセクション追加 + DB 由来テキストに sanitize_terminal_text 適用。\nmigration なし。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tier): cost 精度向上（model 一致集計・USD/MTok レート化で単位整合） (v2.24.0)",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-25T13:42:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ec6f34fb701067a1fa75561b3abb8d07367d4db5",
          "body": "…ier を選ぶ最小スコープの cost 統合。精度向上・tier_bandit cost 書き込みは v2.24.0。\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v2.23.0 cost-aware routing 本体（tie-break）。Thompson 拮抗群で低コスト T…",
          "author_name": "satoh-y-0323",
          "author_login": "satoh-y-0323",
          "committed_at": "2026-05-25T11:08:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
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          "body": "select_tier の Thompson Sampling 分岐に、サンプル最大から ε(=0.05) 以内の拮抗 tier 群がある場合のみ min-max 正規化コスト最安を選ぶ tie-break を追加。単独最大は従来通り（挙動不変）・成功率を犠牲にしない最小スコープの cost 統合。\n\n- pricing.tier_reference_cost: tier→静的参照単価（input+output 和・haiku<sonnet<opus・未知0.0）\n- db.read_tier_cost_for_complexity: read_tier_cost_summary の comp\n[…]\next/main に cost_tiebreak 伝播（True 時のみ json キー/context suffix 追加）\n- LEARNING_THRESHOLD 未満は cost 無視・escalation 不変・migration なし・後方互換維持\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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          "headline": "feat(tier): cost-aware tie-break routing を実装 (v2.23.0)",
          "author_name": "satoh-y-0323",
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                "details": [
                  {
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                      "count": 1
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "forks",
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                      "count": 1
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                "max_points": 25
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              {
                "key": "watchers",
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                "detail": "1 watchers",
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                "status": "missed",
                "details": [
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                    "code": "watchers",
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                      "count": 1
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                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (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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                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
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                "points": 6.3,
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                "details": [],
                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 39,
        "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": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
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                "details": [
                  {
                    "code": "bus_factor",
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
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                "details": [
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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",
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                "detail": "1 contributors",
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                    "code": "contributors_sampled",
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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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            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "merged_prs": 1,
              "open_issues": 2,
              "closed_issues": 0,
              "issue_closed_ratio": 0,
              "closed_unmerged_prs": 0
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            "components": [
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                "key": "issue_resolution",
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                "points": 0,
                "status": "missed",
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                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 0
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
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                "detail": "1/1 decided PRs merged",
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                "status": "met",
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                    "code": "decided_prs_merged",
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                      "merged": 1,
                      "decided": 1
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "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",
                "params": {
                  "components": [
                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 25,
            "inputs": {
              "followers": 2,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "satoh-y-0323",
              "public_repos": 5,
              "account_age_days": 117
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "2 followers of satoh-y-0323",
                "points": 3.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 2,
                      "login": "satoh-y-0323"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~0 yr old",
                "points": 6.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 5
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "claude-code-conductor"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "116 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 116
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 70,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "topics": [
                "claude-code",
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                "multi-agent",
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                "workflow"
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              "has_wiki": true,
              "homepage": null,
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              "has_docs_dir": true,
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            },
            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
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                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
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                "status": "met",
                "details": [
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                    "code": "topics_count",
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                      "count": 5
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 39,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 39,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.9
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
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                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
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                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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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 0/30 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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "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": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 49,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 5325
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".claude/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".claude/CLAUDE.md"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "99 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 99,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.97,
              "toolchain_manifests": [],
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    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
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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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