chore: フェーズ別モデル制御設定を追加 (Development=opusplan, 他=sonnet) - #79
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- CLAUDE.md にステップ 1.5 を追加:Development のみ opusplan 使用 - .claude/claudeos/CLAUDE.md にフェーズ別モデル制御テーブルを追加 - Max (20x) 週次 Opus 制限を Development 設計判断に集中投入する方針を明文化 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Estimated code review effort🎯 1 (Trivial) | ⏱️ ~3 minutes Poem
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Pull request overview
Max (20x) プランの週次 Opus 使用量を最適化するため、フェーズ(Monitor/Development/Verify/Improvement)ごとに使用モデルを切り替える運用ポリシーをドキュメント設定に追加するPRです。
Changes:
CLAUDE.mdに「フェーズ別モデル制御」セクションを追加し、Development のみopusplanを使う方針を明文化- セッション開始時の手順を「/loop 登録」中心に整理し、Verify/Improvement のループ時間を 1h に調整
.claude/claudeos/CLAUDE.mdにもフェーズ別のモデル指示テーブルを追記
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.
| File | Description |
|---|---|
| CLAUDE.md | セッション開始手順の更新と、フェーズ別モデル制御ポリシーの追加 |
| .claude/claudeos/CLAUDE.md | ClaudeOS カーネル側ドキュメントにフェーズ別のモデル指示表を追加 |
| /loop 30m ClaudeOS Monitor | ||
| /loop 2h ClaudeOS Development | ||
| /loop 90m ClaudeOS Verify | ||
| /loop 90m ClaudeOS Improvement | ||
| /loop 1h ClaudeOS Verify | ||
| /loop 1h ClaudeOS Improvement |
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このファイル内でフェーズ名が混在しています。ここでは Development / Improvement(/loop でも同名)ですが、後半の「## 5. 運用ループ」では Build / Improve を使用しています(例: CLAUDE.md:129)。同一ドキュメント内で名称がズレると運用時に誤解を生みやすいので、どちらかに統一するか、「Development=Build / Improvement=Improve」の対応表をこの付近に追記してください。
| | **Development** | **`/model opusplan`** | **設計・アーキテクチャ判断にOpusを使用** | | ||
| | Verify | `/model sonnet` | CI確認・テスト検証はSonnetで十分 | | ||
| | Improvement | `/model sonnet` | リファクタリング実行はSonnetで十分 | | ||
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| > **モデルポリシー**: Development フェーズのみ opusplan(Plan=Opus 4.6、実行=Sonnet 4.6)。 | ||
| > Max (20x) 週次 Opus 制限を Development 設計判断に集中投入する。 |
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opusplan がどのバージョンの Opus/Sonnet にマップされるかは将来的に変わり得るため、ここで「Plan=Opus 4.6、実行=Sonnet 4.6」とバージョンを固定で明記するとドキュメントが陳腐化しやすいです。モデル名(opusplan/sonnet)に留めるか、バージョン対応を別の単一ソース(グローバル設定や参照先)に寄せてリンクする形にしてください。あわせて見出しの "Max 20x" と本文の "Max (20x)" の表記もどちらかに揃えると読みやすいです。
| | **Development** | **`/model opusplan`** | **設計・アーキテクチャ判断にOpusを使用** | | |
| | Verify | `/model sonnet` | CI確認・テスト検証はSonnetで十分 | | |
| | Improvement | `/model sonnet` | リファクタリング実行はSonnetで十分 | | |
| > **モデルポリシー**: Development フェーズのみ opusplan(Plan=Opus 4.6、実行=Sonnet 4.6)。 | |
| > Max (20x) 週次 Opus 制限を Development 設計判断に集中投入する。 | |
| | **Development** | **`/model opusplan`** | **設計・アーキテクチャ判断に opusplan を使用** | | |
| | Verify | `/model sonnet` | CI確認・テスト検証はSonnetで十分 | | |
| | Improvement | `/model sonnet` | リファクタリング実行はSonnetで十分 | | |
| > **モデルポリシー**: Development フェーズのみ `opusplan` を使用。 | |
| > Max 20x 週次 Opus 制限を Development 設計判断に集中投入する。 |
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🧹 Nitpick comments (1)
.claude/claudeos/CLAUDE.md (1)
6-16: モデル切替の実行タイミングを明確化することを推奨「各フェーズ開始時に以下のモデルを設定してください」という指示は明確ですが、手動実行に依存するため、フェーズ遷移時に切替を忘れるリスクがあります。実運用では、各ループ開始時の冒頭で現在のモデル設定を確認する手順や、ループ開始時のチェックリストに含めることを検討してください。
💡 運用改善の提案
各ループの「開始時表示」セクション(lines 78-91 参照)に、現在のモデル設定を表示する項目を追加することで、切替漏れを防止できます:
┌────────────────────────────────────────────────┐ │ 🔁 {ループ名} 開始 │ +│ 🤖 モデル: {現在のモデル設定} │ │ ⏱ 予定時間: {Xh} | 開始: {HH:MM JST} │🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In @.claude/claudeos/CLAUDE.md around lines 6 - 16, Add an explicit model-check step at each loop start to prevent forgetting manual switches: update the "開始時表示" routine to read and display the current model (e.g., show `/model` result) and add a checklist item that asserts the expected model for the phase (Monitor: sonnet, Development: opusplan, Verify: sonnet, Improvement: sonnet); modify the phase transition logic that references the phase names (Monitor, Development, Verify, Improvement) so it calls the display/check routine at the beginning of each phase and fails or warns if the active model doesn't match the required model.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.
Nitpick comments:
In @.claude/claudeos/CLAUDE.md:
- Around line 6-16: Add an explicit model-check step at each loop start to
prevent forgetting manual switches: update the "開始時表示" routine to read and
display the current model (e.g., show `/model` result) and add a checklist item
that asserts the expected model for the phase (Monitor: sonnet, Development:
opusplan, Verify: sonnet, Improvement: sonnet); modify the phase transition
logic that references the phase names (Monitor, Development, Verify,
Improvement) so it calls the display/check routine at the beginning of each
phase and fails or warns if the active model doesn't match the required model.
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Run ID: 9858dfa0-1ba7-4fc4-ac71-d56f2d07e358
📒 Files selected for processing (2)
.claude/claudeos/CLAUDE.mdCLAUDE.md
📜 Review details
⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (2)
- GitHub Check: Agent
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🧰 Additional context used
📓 Path-based instructions (1)
{docs/**,**.md,.claude/**}
📄 CodeRabbit inference engine (AGENTS.md)
Structure sub-agent responses using fixed 4-section format: Summary, Risks, Findings, Next Action (in that order), with Risks listed before Findings
Files:
.claude/claudeos/CLAUDE.mdCLAUDE.md
🧠 Learnings (16)
📓 Common learnings
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:21.915Z
Learning: Applies to Claude/**/README.md : README must be updated when user-facing features, setup procedures, architecture, or quality gates change
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claudeos/examples/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:41.360Z
Learning: Applies to Claude/templates/claudeos/examples/**/CLAUDE.md : Define branch strategy in CLAUDE.md at project root
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:21.915Z
Learning: Applies to Claude/.claude/CLAUDE.md : Project-specific configuration should be placed at `.claude/CLAUDE.md` in the repository root and overrides global Claude settings when necessary
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claudeos/examples/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:41.360Z
Learning: Applies to Claude/templates/claudeos/examples/**/CLAUDE.md : Define README update policy in CLAUDE.md at project root
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claudeos/examples/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:41.360Z
Learning: Applies to Claude/templates/claudeos/examples/**/CLAUDE.md : Define project language in CLAUDE.md at project root
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:10.646Z
Learning: Set model configuration to opusplan mode: Plan phase uses Opus 4.6, implementation and tool execution uses Sonnet 4.6
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claudeos/examples/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:41.360Z
Learning: Applies to Claude/templates/claudeos/examples/**/CLAUDE.md : Define test procedures in CLAUDE.md at project root
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claude/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:37.774Z
Learning: Applies to Claude/templates/claude/**/README.md : README.md should be frequently updated with clear formatting using tables, icons, and diagrams to reflect project changes including features, setup procedures, architecture, and quality gates
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claude/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:37.774Z
Learning: Applies to Claude/templates/claude/**.claude/claudeos/** : Documentation files and configuration references should be organized in the .claude/claudeos directory structure including agents, skills, commands, rules, hooks, scripts, contexts, examples, and mcp-configs
Learnt from: CR
URL:
File: CLAUDE.md:undefined-undefined
Timestamp: 2026-04-14T02:40:40.548Z
Learning: Main branch must not be directly pushed to without a PR and passing CI; branch or WorkTree is required
Learnt from: CR
URL:
File: CLAUDE.md:undefined-undefined
Timestamp: 2026-04-14T02:40:40.548Z
Learning: GitHub Projects status must be maintained through transitions: Inbox → Backlog → Ready → Design → Development → Verify → Deploy Gate → Done/Blocked
Learnt from: CR
URL:
File: CLAUDE.md:undefined-undefined
Timestamp: 2026-04-14T02:40:40.548Z
Learning: Minimum PR body requirements: include change content, test results, impact scope, and remaining issues
Learnt from: CR
URL:
File: CLAUDE.md:undefined-undefined
Timestamp: 2026-04-14T02:40:40.548Z
Learning: Requirements, design, implementation, and verification must not be separated; they must remain integrated throughout development
Learnt from: CR
URL:
File: CLAUDE.md:undefined-undefined
Timestamp: 2026-04-14T02:40:40.548Z
Learning: Design decisions must begin by identifying: purpose, target users, specification constraints, and acceptance criteria before implementation
Learnt from: CR
URL:
File: CLAUDE.md:undefined-undefined
Timestamp: 2026-04-14T02:40:40.548Z
Learning: Security-sensitive changes (authentication, authorization, database schema, concurrent processing) require adversarial review via /codex:adversarial-review
Learnt from: CR
URL:
File: CLAUDE.md:undefined-undefined
Timestamp: 2026-04-14T02:40:40.548Z
Learning: All code reviews must use /codex:review with background mode before merging
Learnt from: CR
URL:
File: CLAUDE.md:undefined-undefined
Timestamp: 2026-04-14T02:40:40.548Z
Learning: Maintain a single source of truth; clearly identify primary systems, responsibilities, and deprecated targets
Learnt from: CR
URL:
File: CLAUDE.md:undefined-undefined
Timestamp: 2026-04-14T02:40:40.548Z
Learning: Issues must be created before work begins; work without an Issue is prohibited
Learnt from: CR
URL:
File: CLAUDE.md:undefined-undefined
Timestamp: 2026-04-14T02:40:40.548Z
Learning: No changes to STABLE requirements without testing; STABLE status requires: test success, lint success, build success, CI success, review OK, security OK, zero errors
📚 Learning: 2026-04-14T02:12:21.915Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:21.915Z
Learning: Applies to Claude/**/README.md : README must be updated when user-facing features, setup procedures, architecture, or quality gates change
Applied to files:
.claude/claudeos/CLAUDE.mdCLAUDE.md
📚 Learning: 2026-04-14T02:12:41.360Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claudeos/examples/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:41.360Z
Learning: Applies to Claude/templates/claudeos/examples/**/CLAUDE.md : Define project language in CLAUDE.md at project root
Applied to files:
.claude/claudeos/CLAUDE.mdCLAUDE.md
📚 Learning: 2026-04-14T02:12:37.774Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claude/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:37.774Z
Learning: Applies to Claude/templates/claude/**/README.md : README.md should be frequently updated with clear formatting using tables, icons, and diagrams to reflect project changes including features, setup procedures, architecture, and quality gates
Applied to files:
.claude/claudeos/CLAUDE.mdCLAUDE.md
📚 Learning: 2026-04-14T02:12:41.360Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claudeos/examples/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:41.360Z
Learning: Applies to Claude/templates/claudeos/examples/**/CLAUDE.md : Define README update policy in CLAUDE.md at project root
Applied to files:
.claude/claudeos/CLAUDE.mdCLAUDE.md
📚 Learning: 2026-04-14T02:12:41.360Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claudeos/examples/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:41.360Z
Learning: Applies to Claude/templates/claudeos/examples/**/CLAUDE.md : Define branch strategy in CLAUDE.md at project root
Applied to files:
.claude/claudeos/CLAUDE.mdCLAUDE.md
📚 Learning: 2026-04-14T02:12:37.774Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claude/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:37.774Z
Learning: Development must follow the four-phase loop: Monitor (30m) → Build (2h) → Verify (1h) → Improve (1h), with phase transitions determined by current work content rather than strict time limits
Applied to files:
.claude/claudeos/CLAUDE.md
📚 Learning: 2026-04-14T02:13:12.468Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: docs/codex/AGENTS.md:0-0
Timestamp: 2026-04-14T02:13:12.468Z
Learning: Follow the autonomous loop structure: Monitor (30m) → Build (2h) → Verify (1h) → Improve (1h), with total runtime capped at 5 hours
Applied to files:
.claude/claudeos/CLAUDE.md
📚 Learning: 2026-04-14T02:12:21.915Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:21.915Z
Learning: Operational loop priority order: Verify > Build > Monitor > Improve; loop transitions based on current work phase, not elapsed time
Applied to files:
.claude/claudeos/CLAUDE.md
📚 Learning: 2026-04-14T02:12:10.646Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:10.646Z
Learning: Register loop commands in the specified order: /loop 30m ClaudeOS Monitor, /loop 2h ClaudeOS Development, /loop 90m ClaudeOS Verify, /loop 90m ClaudeOS Improvement
Applied to files:
.claude/claudeos/CLAUDE.mdCLAUDE.md
📚 Learning: 2026-04-14T02:12:37.774Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claude/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:37.774Z
Learning: Session duration must not exceed 5 hours; when less than 30 minutes remain, skip Improvement phase; when less than 15 minutes remain, reduce Verify scope; initiate shutdown at less than 10 minutes
Applied to files:
.claude/claudeos/CLAUDE.md
📚 Learning: 2026-04-14T02:12:10.646Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:10.646Z
Learning: Set model configuration to opusplan mode: Plan phase uses Opus 4.6, implementation and tool execution uses Sonnet 4.6
Applied to files:
.claude/claudeos/CLAUDE.mdCLAUDE.md
📚 Learning: 2026-04-14T02:13:12.468Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: docs/codex/AGENTS.md:0-0
Timestamp: 2026-04-14T02:13:12.468Z
Learning: Manage token budget according to phases: Monitor (10%), Build (40%), Verify (30%), Improve (20%)
Applied to files:
.claude/claudeos/CLAUDE.md
📚 Learning: 2026-04-14T02:12:41.360Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/templates/claudeos/examples/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:41.360Z
Learning: Applies to Claude/templates/claudeos/examples/**/CLAUDE.md : Define test procedures in CLAUDE.md at project root
Applied to files:
CLAUDE.md
📚 Learning: 2026-04-14T02:12:21.915Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: Claude/CLAUDE.md:0-0
Timestamp: 2026-04-14T02:12:21.915Z
Learning: Applies to Claude/.claude/CLAUDE.md : Project-specific configuration should be placed at `.claude/CLAUDE.md` in the repository root and overrides global Claude settings when necessary
Applied to files:
CLAUDE.md
📚 Learning: 2026-04-14T02:13:34.139Z
Learnt from: CR
Repo: Kensan196948G/ClaudeCLI-CodexCLI-CopilotCLI-StartUpTools-New PR: 0
File: scripts/templates/AGENTS.md:0-0
Timestamp: 2026-04-14T02:13:34.139Z
Learning: Apply core behavior principles to Codex: structured thinking, visualization, incremental execution, continuous improvement, and reproducibility
Applied to files:
CLAUDE.md
🔇 Additional comments (3)
.claude/claudeos/CLAUDE.md (1)
6-16: フェーズ別モデル制御の追加を承認しますMax (20x) の週次 Opus 使用量最適化のため、Development フェーズのみ opusplan を使用し、他フェーズでは sonnet を使用する明確なポリシーが追加されています。表形式で各フェーズのモデル指定コマンドが明示されており、運用者にとって分かりやすい構成です。
CLAUDE.md (2)
18-29: ループコマンド登録手順の明確化を承認しますグローバルなモデル設定を削除し、4 つのループコマンド登録のみに焦点を絞った構成に変更されています。line 29 の「4 本すべての登録が完了するまで、通常の開発作業は開始しないでください」という明示的な指示により、初期セットアップの完全性が担保されます。
Verify および Improvement ループの時間指定が
90mから1hに変更されており、.claude/claudeos/CLAUDE.md(lines 3-4) との整合性が取れています。
31-43: フェーズ別モデル制御の詳細な説明を評価しますステップ 1.5 として追加されたこのセクションは、各フェーズで使用すべきモデルとその理由を 3 カラムの表形式で明示しており、
.claude/claudeos/CLAUDE.mdの 2 カラム版よりも詳細です。特に以下の点が優れています:
- 理由カラムにより、なぜそのモデルを選択するかの根拠が明確
- Development フェーズの opusplan 使用を太字で強調
- lines 42-43 のポリシーノートで Max (20x) 週次 Opus 制限の戦略的活用を説明
両ファイル間でモデル割当ポリシーの一貫性が保たれています。
v2.9.0 セクションを `[v2.9.0-dev] - 2026-04-08` から `[v2.9.0] - 2026-04-14 (STABLE)` に更新し、 ClaudeOS v7.5 の全成果 (Boot Sequence Step 3/7/9 完全実装、CodeRabbit 統合、 /team-onboarding、ループ時間最適化、Issue Sync 修正) を反映。 新規に `[v3.0.0] - Unreleased` セクションを追加し、Phase 4 残タスク (セキュリティ監査 / E2E テスト / リリースタグ) と Go/No-Go 基準を明文化。 - テスト数: 304 → 311 件に更新 - 追加 PR: #77, #79, #80, #81, #82, #83, #84, #86, #87, #88, #89 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
v2.9.0 セクションを `[v2.9.0-dev] - 2026-04-08` から `[v2.9.0] - 2026-04-14 (STABLE)` に更新し、 ClaudeOS v7.5 の全成果 (Boot Sequence Step 3/7/9 完全実装、CodeRabbit 統合、 /team-onboarding、ループ時間最適化、Issue Sync 修正) を反映。 新規に `[v3.0.0] - Unreleased` セクションを追加し、Phase 4 残タスク (セキュリティ監査 / E2E テスト / リリースタグ) と Go/No-Go 基準を明文化。 - テスト数: 304 → 311 件に更新 - 追加 PR: #77, #79, #80, #81, #82, #83, #84, #86, #87, #88, #89 Co-authored-by: 有藤 健太郎 <k-aritoh@mirai-const.co.jp> Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
変更内容
Max (20x) プランの週次 Opus 使用量を最適化するため、フェーズ別モデル制御ポリシーを設定ファイルに追加。
フェーズ別モデル設定
/model sonnet/model opusplan/model sonnet/model sonnet変更ファイル
CLAUDE.md— ステップ 1.5「フェーズ別モデル制御」セクションを追加.claude/claudeos/CLAUDE.md— フェーズ別モデル制御テーブルを追加テスト結果
設定ファイルの変更のみ(コード変更なし)
影響範囲
セッション開始時のモデル選択ポリシーに影響。実装・CI には影響なし。
残課題
なし
🤖 Generated with Claude Code
Summary by CodeRabbit