feat: 增强 command-guide skill 支持深度命令分析和 CLI 辅助查询

新增 Mode 6: 深度命令分析 - 创建 reference 备份目录（80个文档：11 agents + 69 commands） - 支持简单查询（直接文件查找）和复杂查询（CLI 辅助分析） - 集成 gemini/qwen 进行跨命令对比、最佳实践、工作流分析 - 添加查询复杂度自动分类和降级策略更新文档 - SKILL.md: 添加 Mode 6 说明和 Reference Documentation 章节 - implementation-details.md: 添加完整的 Mode 6 实现逻辑 - 版本更新至 v1.3.0 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
2026-02-12 02:37:45 +08:00 · 2025-11-06 16:27:58 +08:00
parent 0ab3d0e1af
commit 1897ba4e82
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--- a/.claude/skills/command-guide/reference/commands/memory/tech-research.md
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+---
+name: tech-research
+description: 3-phase orchestrator: extract tech stack from session/name → delegate to agent for Exa research and module generation → generate SKILL.md index (skips phase 2 if exists)
+argument-hint: "[session-id | tech-stack-name] [--regenerate] [--tool <gemini|qwen>]"
+allowed-tools: SlashCommand(*), TodoWrite(*), Bash(*), Read(*), Write(*), Task(*)
+---
+
+# Tech Stack Research SKILL Generator
+
+## Overview
+
+**Pure Orchestrator with Agent Delegation**: Prepares context paths and delegates ALL work to agent. Agent produces files directly.
+
+**Auto-Continue Workflow**: Runs fully autonomously once triggered. Each phase completes and automatically triggers the next phase.
+
+**Execution Paths**:
+- **Full Path**: All 3 phases (no existing SKILL OR `--regenerate` specified)
+- **Skip Path**: Phase 1 → Phase 3 (existing SKILL found AND no `--regenerate` flag)
+- **Phase 3 Always Executes**: SKILL index is always generated or updated
+
+**Agent Responsibility**:
+- Agent does ALL the work: context reading, Exa research, content synthesis, file writing
+- Orchestrator only provides context paths and waits for completion
+
+## Core Rules
+
+1. **Start Immediately**: First action is TodoWrite initialization, second action is Phase 1 execution
+2. **Context Path Delegation**: Pass session directory or tech stack name to agent, let agent do discovery
+3. **Agent Produces Files**: Agent directly writes all module files, orchestrator does NOT parse agent output
+4. **Auto-Continue**: After completing each phase, update TodoWrite and immediately execute next phase
+5. **No User Prompts**: Never ask user questions or wait for input between phases
+6. **Track Progress**: Update TodoWrite after EVERY phase completion before starting next phase
+7. **Lightweight Index**: Phase 3 only generates SKILL.md index by reading existing files
+
+---
+
+## 3-Phase Execution
+
+### Phase 1: Prepare Context Paths
+
+**Goal**: Detect input mode, prepare context paths for agent, check existing SKILL
+
+**Input Mode Detection**:
+```bash
+# Get input parameter
+input="$1"
+
+# Detect mode
+if [[ "$input" == WFS-* ]]; then
+  MODE="session"
+  SESSION_ID="$input"
+  CONTEXT_PATH=".workflow/${SESSION_ID}"
+else
+  MODE="direct"
+  TECH_STACK_NAME="$input"
+  CONTEXT_PATH="$input"  # Pass tech stack name as context
+fi
+```
+
+**Check Existing SKILL**:
+```bash
+# For session mode, peek at session to get tech stack name
+if [[ "$MODE" == "session" ]]; then
+  bash(test -f ".workflow/${SESSION_ID}/workflow-session.json")
+  Read(.workflow/${SESSION_ID}/workflow-session.json)
+  # Extract tech_stack_name (minimal extraction)
+fi
+
+# Normalize and check
+normalized_name=$(echo "$TECH_STACK_NAME" | tr '[:upper:]' '[:lower:]' | tr ' ' '-')
+bash(test -d ".claude/skills/${normalized_name}" && echo "exists" || echo "not_exists")
+bash(find ".claude/skills/${normalized_name}" -name "*.md" 2>/dev/null | wc -l || echo 0)
+```
+
+**Skip Decision**:
+```javascript
+if (existing_files > 0 && !regenerate_flag) {
+  SKIP_GENERATION = true
+  message = "Tech stack SKILL already exists, skipping Phase 2. Use --regenerate to force regeneration."
+} else if (regenerate_flag) {
+  bash(rm -rf ".claude/skills/${normalized_name}")
+  SKIP_GENERATION = false
+  message = "Regenerating tech stack SKILL from scratch."
+} else {
+  SKIP_GENERATION = false
+  message = "No existing SKILL found, generating new tech stack documentation."
+}
+```
+
+**Output Variables**:
+- `MODE`: `session` or `direct`
+- `SESSION_ID`: Session ID (if session mode)
+- `CONTEXT_PATH`: Path to session directory OR tech stack name
+- `TECH_STACK_NAME`: Extracted or provided tech stack name
+- `SKIP_GENERATION`: Boolean - whether to skip Phase 2
+
+**TodoWrite**:
+- If skipping: Mark phase 1 completed, phase 2 completed, phase 3 in_progress
+- If not skipping: Mark phase 1 completed, phase 2 in_progress
+
+---
+
+### Phase 2: Agent Produces All Files
+
+**Skip Condition**: Skipped if `SKIP_GENERATION = true`
+
+**Goal**: Delegate EVERYTHING to agent - context reading, Exa research, content synthesis, and file writing
+
+**Agent Task Specification**:
+
+```
+Task(
+  subagent_type: "general-purpose",
+  description: "Generate tech stack SKILL: {CONTEXT_PATH}",
+  prompt: "
+Generate a complete tech stack SKILL package with Exa research.
+
+**Context Provided**:
+- Mode: {MODE}
+- Context Path: {CONTEXT_PATH}
+
+**Templates Available**:
+- Module Format: ~/.claude/workflows/cli-templates/prompts/tech/tech-module-format.txt
+- SKILL Index: ~/.claude/workflows/cli-templates/prompts/tech/tech-skill-index.txt
+
+**Your Responsibilities**:
+
+1. **Extract Tech Stack Information**:
+
+   IF MODE == 'session':
+     - Read `.workflow/{SESSION_ID}/workflow-session.json`
+     - Read `.workflow/{SESSION_ID}/.process/context-package.json`
+     - Extract tech_stack: {language, frameworks, libraries}
+     - Build tech stack name: \"{language}-{framework1}-{framework2}\"
+     - Example: \"typescript-react-nextjs\"
+
+   IF MODE == 'direct':
+     - Tech stack name = CONTEXT_PATH
+     - Parse composite: split by '-' delimiter
+     - Example: \"typescript-react-nextjs\" → [\"typescript\", \"react\", \"nextjs\"]
+
+2. **Execute Exa Research** (4-6 parallel queries):
+
+   Base Queries (always execute):
+   - mcp__exa__get_code_context_exa(query: \"{tech} core principles best practices 2025\", tokensNum: 8000)
+   - mcp__exa__get_code_context_exa(query: \"{tech} common patterns architecture examples\", tokensNum: 7000)
+   - mcp__exa__web_search_exa(query: \"{tech} configuration setup tooling 2025\", numResults: 5)
+   - mcp__exa__get_code_context_exa(query: \"{tech} testing strategies\", tokensNum: 5000)
+
+   Component Queries (if composite):
+   - For each additional component:
+     mcp__exa__get_code_context_exa(query: \"{main_tech} {component} integration\", tokensNum: 5000)
+
+3. **Read Module Format Template**:
+
+   Read template for structure guidance:
+   ```bash
+   Read(~/.claude/workflows/cli-templates/prompts/tech/tech-module-format.txt)
+   ```
+
+4. **Synthesize Content into 6 Modules**:
+
+   Follow template structure from tech-module-format.txt:
+   - **principles.md** - Core concepts, philosophies (~3K tokens)
+   - **patterns.md** - Implementation patterns with code examples (~5K tokens)
+   - **practices.md** - Best practices, anti-patterns, pitfalls (~4K tokens)
+   - **testing.md** - Testing strategies, frameworks (~3K tokens)
+   - **config.md** - Setup, configuration, tooling (~3K tokens)
+   - **frameworks.md** - Framework integration (only if composite, ~4K tokens)
+
+   Each module follows template format:
+   - Frontmatter (YAML)
+   - Main sections with clear headings
+   - Code examples from Exa research
+   - Best practices sections
+   - References to Exa sources
+
+5. **Write Files Directly**:
+
+   ```javascript
+   // Create directory
+   bash(mkdir -p \".claude/skills/{tech_stack_name}\")
+
+   // Write each module file using Write tool
+   Write({ file_path: \".claude/skills/{tech_stack_name}/principles.md\", content: ... })
+   Write({ file_path: \".claude/skills/{tech_stack_name}/patterns.md\", content: ... })
+   Write({ file_path: \".claude/skills/{tech_stack_name}/practices.md\", content: ... })
+   Write({ file_path: \".claude/skills/{tech_stack_name}/testing.md\", content: ... })
+   Write({ file_path: \".claude/skills/{tech_stack_name}/config.md\", content: ... })
+   // Write frameworks.md only if composite
+
+   // Write metadata.json
+   Write({
+     file_path: \".claude/skills/{tech_stack_name}/metadata.json\",
+     content: JSON.stringify({
+       tech_stack_name,
+       components,
+       is_composite,
+       generated_at: timestamp,
+       source: \"exa-research\",
+       research_summary: { total_queries, total_sources }
+     })
+   })
+   ```
+
+6. **Report Completion**:
+
+   Provide summary:
+   - Tech stack name
+   - Files created (count)
+   - Exa queries executed
+   - Sources consulted
+
+**CRITICAL**:
+- MUST read external template files before generating content (step 3 for modules, step 4 for index)
+- You have FULL autonomy - read files, execute Exa, synthesize content, write files
+- Do NOT return JSON or structured data - produce actual .md files
+- Handle errors gracefully (Exa failures, missing files, template read failures)
+- If tech stack cannot be determined, ask orchestrator to clarify
+  "
+)
+```
+
+**Completion Criteria**:
+- Agent task executed successfully
+- 5-6 modular files written to `.claude/skills/{tech_stack_name}/`
+- metadata.json written
+- Agent reports completion
+
+**TodoWrite**: Mark phase 2 completed, phase 3 in_progress
+
+---
+
+### Phase 3: Generate SKILL.md Index
+
+**Note**: This phase **ALWAYS executes** - generates or updates the SKILL index.
+
+**Goal**: Read generated module files and create SKILL.md index with loading recommendations
+
+**Steps**:
+
+1. **Verify Generated Files**:
+   ```bash
+   bash(find ".claude/skills/${TECH_STACK_NAME}" -name "*.md" -type f | sort)
+   ```
+
+2. **Read metadata.json**:
+   ```javascript
+   Read(.claude/skills/${TECH_STACK_NAME}/metadata.json)
+   // Extract: tech_stack_name, components, is_composite, research_summary
+   ```
+
+3. **Read Module Headers** (optional, first 20 lines):
+   ```javascript
+   Read(.claude/skills/${TECH_STACK_NAME}/principles.md, limit: 20)
+   // Repeat for other modules
+   ```
+
+4. **Read SKILL Index Template**:
+
+   ```javascript
+   Read(~/.claude/workflows/cli-templates/prompts/tech/tech-skill-index.txt)
+   ```
+
+5. **Generate SKILL.md Index**:
+
+   Follow template from tech-skill-index.txt with variable substitutions:
+   - `{TECH_STACK_NAME}`: From metadata.json
+   - `{MAIN_TECH}`: Primary technology
+   - `{ISO_TIMESTAMP}`: Current timestamp
+   - `{QUERY_COUNT}`: From research_summary
+   - `{SOURCE_COUNT}`: From research_summary
+   - Conditional sections for composite tech stacks
+
+   Template provides structure for:
+   - Frontmatter with metadata
+   - Overview and tech stack description
+   - Module organization (Core/Practical/Config sections)
+   - Loading recommendations (Quick/Implementation/Complete)
+   - Usage guidelines and auto-trigger keywords
+   - Research metadata and version history
+
+6. **Write SKILL.md**:
+   ```javascript
+   Write({
+     file_path: `.claude/skills/${TECH_STACK_NAME}/SKILL.md`,
+     content: generatedIndexMarkdown
+   })
+   ```
+
+**Completion Criteria**:
+- SKILL.md index written
+- All module files verified
+- Loading recommendations included
+
+**TodoWrite**: Mark phase 3 completed
+
+**Final Report**:
+```
+Tech Stack SKILL Package Complete
+
+Tech Stack: {TECH_STACK_NAME}
+Location: .claude/skills/{TECH_STACK_NAME}/
+
+Files: SKILL.md + 5-6 modules + metadata.json
+Exa Research: {queries} queries, {sources} sources
+
+Usage: Skill(command: "{TECH_STACK_NAME}")
+```
+
+---
+
+## Implementation Details
+
+### TodoWrite Patterns
+
+**Initialization** (Before Phase 1):
+```javascript
+TodoWrite({todos: [
+  {"content": "Prepare context paths", "status": "in_progress", "activeForm": "Preparing context paths"},
+  {"content": "Agent produces all module files", "status": "pending", "activeForm": "Agent producing files"},
+  {"content": "Generate SKILL.md index", "status": "pending", "activeForm": "Generating SKILL index"}
+]})
+```
+
+**Full Path** (SKIP_GENERATION = false):
+```javascript
+// After Phase 1
+TodoWrite({todos: [
+  {"content": "Prepare context paths", "status": "completed", ...},
+  {"content": "Agent produces all module files", "status": "in_progress", ...},
+  {"content": "Generate SKILL.md index", "status": "pending", ...}
+]})
+
+// After Phase 2
+TodoWrite({todos: [
+  {"content": "Prepare context paths", "status": "completed", ...},
+  {"content": "Agent produces all module files", "status": "completed", ...},
+  {"content": "Generate SKILL.md index", "status": "in_progress", ...}
+]})
+
+// After Phase 3
+TodoWrite({todos: [
+  {"content": "Prepare context paths", "status": "completed", ...},
+  {"content": "Agent produces all module files", "status": "completed", ...},
+  {"content": "Generate SKILL.md index", "status": "completed", ...}
+]})
+```
+
+**Skip Path** (SKIP_GENERATION = true):
+```javascript
+// After Phase 1 (skip Phase 2)
+TodoWrite({todos: [
+  {"content": "Prepare context paths", "status": "completed", ...},
+  {"content": "Agent produces all module files", "status": "completed", ...},  // Skipped
+  {"content": "Generate SKILL.md index", "status": "in_progress", ...}
+]})
+```
+
+### Execution Flow
+
+**Full Path**:
+```
+User → TodoWrite Init → Phase 1 (prepare) → Phase 2 (agent writes files) → Phase 3 (write index) → Report
+```
+
+**Skip Path**:
+```
+User → TodoWrite Init → Phase 1 (detect existing) → Phase 3 (update index) → Report
+```
+
+### Error Handling
+
+**Phase 1 Errors**:
+- Invalid session ID: Report error, verify session exists
+- Missing context-package: Warn, fall back to direct mode
+- No tech stack detected: Ask user to specify tech stack name
+
+**Phase 2 Errors (Agent)**:
+- Agent task fails: Retry once, report if fails again
+- Exa API failures: Agent handles internally with retries
+- Incomplete results: Warn user, proceed with partial data if minimum sections available
+
+**Phase 3 Errors**:
+- Write failures: Report which files failed
+- Missing files: Note in SKILL.md, suggest regeneration
+
+---
+
+## Parameters
+
+```bash
+/memory:tech-research [session-id | "tech-stack-name"] [--regenerate] [--tool <gemini|qwen>]
+```
+
+**Arguments**:
+- **session-id | tech-stack-name**: Input source (auto-detected by WFS- prefix)
+  - Session mode: `WFS-user-auth-v2` - Extract tech stack from workflow
+  - Direct mode: `"typescript"`, `"typescript-react-nextjs"` - User specifies
+- **--regenerate**: Force regenerate existing SKILL (deletes and recreates)
+- **--tool**: Reserved for future CLI integration (default: gemini)
+
+---
+
+## Examples
+
+**Generated File Structure** (for all examples):
+```
+.claude/skills/{tech-stack}/
+├── SKILL.md           # Index (Phase 3)
+├── principles.md      # Agent (Phase 2)
+├── patterns.md        # Agent
+├── practices.md       # Agent
+├── testing.md         # Agent
+├── config.md          # Agent
+├── frameworks.md      # Agent (if composite)
+└── metadata.json      # Agent
+```
+
+### Direct Mode - Single Stack
+
+```bash
+/memory:tech-research "typescript"
+```
+
+**Workflow**:
+1. Phase 1: Detects direct mode, checks existing SKILL
+2. Phase 2: Agent executes 4 Exa queries, writes 5 modules
+3. Phase 3: Generates SKILL.md index
+
+### Direct Mode - Composite Stack
+
+```bash
+/memory:tech-research "typescript-react-nextjs"
+```
+
+**Workflow**:
+1. Phase 1: Decomposes into ["typescript", "react", "nextjs"]
+2. Phase 2: Agent executes 6 Exa queries (4 base + 2 components), writes 6 modules (adds frameworks.md)
+3. Phase 3: Generates SKILL.md index with framework integration
+
+### Session Mode - Extract from Workflow
+
+```bash
+/memory:tech-research WFS-user-auth-20251104
+```
+
+**Workflow**:
+1. Phase 1: Reads session, extracts tech stack: `python-fastapi-sqlalchemy`
+2. Phase 2: Agent researches Python + FastAPI + SQLAlchemy, writes 6 modules
+3. Phase 3: Generates SKILL.md index
+
+### Regenerate Existing
+
+```bash
+/memory:tech-research "react" --regenerate
+```
+
+**Workflow**:
+1. Phase 1: Deletes existing SKILL due to --regenerate
+2. Phase 2: Agent executes fresh Exa research (latest 2025 practices)
+3. Phase 3: Generates updated SKILL.md
+
+### Skip Path - Fast Update
+
+```bash
+/memory:tech-research "python"
+```
+
+**Scenario**: SKILL already exists with 7 files
+
+**Workflow**:
+1. Phase 1: Detects existing SKILL, sets SKIP_GENERATION = true
+2. Phase 2: **SKIPPED**
+3. Phase 3: Updates SKILL.md index only (5-10x faster)
+
+