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## Plugin Migration Added to pm-agent plugin: - /research: Deep web research with adaptive planning - /index-repo: Repository index (94% token reduction) - Total: 3 commands (pm, research, index-repo) ## Slash Commands Deleted Removed all 27 slash commands from ~/.claude/commands/sc/: - analyze, brainstorm, build, business-panel, cleanup - design, document, estimate, explain, git, help - implement, improve, index, load, pm, reflect - research, save, select-tool, spawn, spec-panel - task, test, troubleshoot, workflow ## Architecture Change Strategy: Minimal start with PM Agent orchestration - PM Agent = orchestrator (統括コマンダー) - Task tool (general-purpose, Explore) = execution - Plugin commands = specialized tasks when needed - Avoid reinventing the wheel (use official tools first) ## Files Changed - .claude-plugin/plugin.json: Added research + index-repo - .claude-plugin/commands/research.md: Copied from slash command - .claude-plugin/commands/index-repo.md: Copied from slash command - ~/.claude/commands/sc/: DELETED (all 27 commands) ## Benefits ✅ Minimal footprint (3 commands vs 27) ✅ Plugin-based distribution ✅ Version control ✅ Easy to extend when needed 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
4.1 KiB
4.1 KiB
name, description, category, complexity, mcp-servers, personas
| name | description | category | complexity | mcp-servers | personas |
|---|---|---|---|---|---|
| index-repo | Create repository structure index for fast context loading (94% token reduction) | optimization | simple |
Repository Indexing for Token Efficiency
Problem: Loading全ファイルで毎回50,000トークン消費 Solution: 最初だけインデックス作成、以降3,000トークンで済む (94%削減)
Auto-Execution
PM Mode Session Start:
index_path = Path("PROJECT_INDEX.md")
if not index_path.exists() or is_stale(index_path, days=7):
print("🔄 Creating repository index...")
# Execute indexing automatically
uv run python superclaude/indexing/parallel_repository_indexer.py
Manual Trigger:
/sc:index-repo # Full index
/sc:index-repo --quick # Fast scan
/sc:index-repo --update # Incremental
What It Does
Parallel Analysis (5 concurrent tasks)
- Code structure (src/, lib/, superclaude/)
- Documentation (docs/, *.md)
- Configuration (.toml, .yaml, .json)
- Tests (tests/, tests)
- Scripts (scripts/, bin/, tools/)
Output Files
PROJECT_INDEX.md- Human-readable (3KB)PROJECT_INDEX.json- Machine-readable (10KB).superclaude/knowledge/agent_performance.json- Learning data
Token Efficiency
Before (毎セッション):
Read all .md files: 41,000 tokens
Read all .py files: 15,000 tokens
Glob searches: 2,000 tokens
Total: 58,000 tokens
After (インデックス使用):
Read PROJECT_INDEX.md: 3,000 tokens
Direct file access: 1,000 tokens
Total: 4,000 tokens
Savings: 93% (54,000 tokens)
Usage in Sessions
# Session start
index = read_file("PROJECT_INDEX.md") # 3,000 tokens
# Navigation
"Where is the validator code?"
→ Index says: superclaude/validators/
→ Direct read, no glob needed
# Understanding
"What's the project structure?"
→ Index has full overview
→ No need to scan all files
# Implementation
"Add new validator"
→ Index shows: tests/validators/ exists
→ Index shows: 5 existing validators
→ Follow established pattern
Execution
$ /sc:index-repo
================================================================================
🚀 Parallel Repository Indexing
================================================================================
Repository: /Users/kazuki/github/SuperClaude_Framework
Max workers: 5
================================================================================
📊 Executing parallel tasks...
✅ code_structure: 847ms (system-architect)
✅ documentation: 623ms (technical-writer)
✅ configuration: 234ms (devops-architect)
✅ tests: 512ms (quality-engineer)
✅ scripts: 189ms (backend-architect)
================================================================================
✅ Indexing complete in 2.41s
================================================================================
💾 Index saved to: PROJECT_INDEX.md
💾 JSON saved to: PROJECT_INDEX.json
Files: 247 | Quality: 72/100
Integration with Setup
# setup/components/knowledge_base.py
def install_knowledge_base():
"""Install framework knowledge"""
# ... existing installation ...
# Auto-create repository index
print("\n📊 Creating repository index...")
run_indexing()
print("✅ Index created - 93% token savings enabled")
When to Re-Index
Auto-triggers:
- セットアップ時 (初回のみ)
- INDEX.mdが7日以上古い
- PM Modeセッション開始時にチェック
Manual re-index:
- 大規模リファクタリング後 (>20 files)
- 新機能追加後 (new directories)
- 週1回 (active development)
Skip:
- 小規模編集 (<5 files)
- ドキュメントのみ変更
- INDEX.mdが24時間以内
Performance
Speed:
- Large repo (500+ files): 3-5 min
- Medium repo (100-500 files): 1-2 min
- Small repo (<100 files): 10-30 sec
Self-Learning:
- Tracks agent performance
- Optimizes future runs
- Stored in
.superclaude/knowledge/
Implementation: superclaude/indexing/parallel_repository_indexer.py
Related: /sc:pm (uses index), /sc:save, /sc:load