From f496a35da54c605285caa84abd066ea8c3ef02af Mon Sep 17 00:00:00 2001
From: catlog22 <catlog22@github.com>
Date: Tue, 4 Nov 2025 22:10:06 +0800
Subject: [PATCH] Remove benefits and architecture sections from
 workflow-skill-memory documentation for clarity and conciseness.

---
 .claude/commands/memory/tech-research.md      | 1284 ++++-------------
 .../commands/memory/workflow-skill-memory.md  |   39 -
 2 files changed, 306 insertions(+), 1017 deletions(-)

diff --git a/.claude/commands/memory/tech-research.md b/.claude/commands/memory/tech-research.md
index 46149286..44ba2f9a 100644
--- a/.claude/commands/memory/tech-research.md
+++ b/.claude/commands/memory/tech-research.md
@@ -7,992 +7,396 @@ allowed-tools: SlashCommand(*), TodoWrite(*), Bash(*), Read(*), Write(*), Task(*
 
 # Tech Stack Research SKILL Generator
 
-## Orchestrator Role
+## Overview
 
-**Pure Orchestrator with Agent Delegation**: Coordinates tech stack research workflow, delegates Exa research to agents via Task tool.
+**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 4 phases (no existing SKILL OR `--regenerate` specified)
-- **Skip Path**: Phase 1 → Phase 4 (existing SKILL found AND no `--regenerate` flag)
-- **Phase 4 Always Executes**: SKILL index is always generated or updated
+- **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. **Agent Delegation**: Phase 2 uses Task tool to delegate Exa research to agent
-3. **Parse Agent Output**: Extract research results from agent's return message
+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. **Track Progress**: Update TodoWrite after EVERY phase completion before starting next phase
-6. **Direct Generation**: Phase 4 directly generates modular SKILL files using Write tool
-7. **No Manual Steps**: User should never be prompted for decisions between phases
+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
 
 ---
 
-## 4-Phase Execution
+## 3-Phase Execution
 
-### Phase 1: Context Extraction & Tech Stack Detection
+### Phase 1: Prepare Context Paths
 
-**Goal**: Parse input, detect mode, extract tech stack, check existing SKILL
-
-**Step 1: Detect Input Mode**
+**Goal**: Detect input mode, prepare context paths for agent, check existing SKILL
 
+**Input Mode Detection**:
 ```bash
-# Get input parameter (first argument after command)
+# Get input parameter
 input="$1"
 
 # Detect mode
 if [[ "$input" == WFS-* ]]; then
   MODE="session"
-  session_id="$input"
+  SESSION_ID="$input"
+  CONTEXT_PATH=".workflow/${SESSION_ID}"
 else
   MODE="direct"
-  tech_stack_input="$input"
+  TECH_STACK_NAME="$input"
+  CONTEXT_PATH="$input"  # Pass tech stack name as context
 fi
 ```
 
-**Step 2A: Session Mode - Extract Tech Stack**
-
+**Check Existing SKILL**:
 ```bash
-# Read session metadata
-Read(.workflow/${session_id}/workflow-session.json)
-
-# Read context package for tech stack info
-Read(.workflow/${session_id}/.process/context-package.json)
-
-# Extract tech_stack from context-package
-# Example structure:
-# {
-#   "project_context": {
-#     "tech_stack": {
-#       "language": "TypeScript",
-#       "frameworks": ["React", "Next.js"],
-#       "libraries": ["axios", "zustand"]
-#     }
-#   }
-# }
-
-# Build tech stack name from components
-# Format: "{language}-{framework1}-{framework2}"
-# Example: "typescript-react-nextjs"
-```
-
-**Step 2B: Direct Mode - Parse Tech Stack**
-
-```bash
-# User provides tech stack name directly
-tech_stack_name="$tech_stack_input"
-# Example: "typescript", "python", "typescript-react-nextjs"
-```
-
-**Step 3: Decompose Composite Stack**
-
-```bash
-# Split by hyphen delimiter to detect components
-IFS='-' read -ra COMPONENTS <<< "$tech_stack_name"
-
-# COMPONENTS array examples:
-# "typescript" → ["typescript"]
-# "typescript-react-nextjs" → ["typescript", "react", "nextjs"]
-
-# Identify main tech (first component) and additional components
-main_tech="${COMPONENTS[0]}"
-additional_components=("${COMPONENTS[@]:1}")  # Rest of array
-
-# Determine if composite
-if [ ${#additional_components[@]} -gt 0 ]; then
-  is_composite=true
-else
-  is_composite=false
+# For session mode, peek at session to get tech stack name
+if [[ "$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
-```
 
-**Step 4: Check Existing SKILL**
-
-```bash
-# Normalize tech stack name (lowercase, replace spaces with hyphens)
-normalized_name=$(echo "$tech_stack_name" | tr '[:upper:]' '[:lower:]' | tr ' ' '-')
-
-# Check if SKILL already exists
+# Normalize and check
+normalized_name=$(echo "$TECH_STACK_NAME" | tr '[:upper:]' '[:lower:]' | tr ' ' '-')
 bash(test -d ".claude/skills/${normalized_name}" && echo "exists" || echo "not_exists")
-
-# Count existing files
 bash(find ".claude/skills/${normalized_name}" -name "*.md" 2>/dev/null | wc -l || echo 0)
 ```
 
-**Step 5: Determine Execution Path**
-
-**Decision Logic**:
+**Skip Decision**:
 ```javascript
 if (existing_files > 0 && !regenerate_flag) {
-  // SKILL exists and no regenerate flag
   SKIP_GENERATION = true
-  message = "Tech stack SKILL already exists, skipping Phase 2 and Phase 3. Use --regenerate to force regeneration."
+  message = "Tech stack SKILL already exists, skipping Phase 2. Use --regenerate to force regeneration."
 } else if (regenerate_flag) {
-  // Force regeneration: delete existing SKILL
-  bash(rm -rf ".claude/skills/${normalized_name}" 2>/dev/null || true)
+  bash(rm -rf ".claude/skills/${normalized_name}")
   SKIP_GENERATION = false
   message = "Regenerating tech stack SKILL from scratch."
 } else {
-  // No existing SKILL
   SKIP_GENERATION = false
   message = "No existing SKILL found, generating new tech stack documentation."
 }
 ```
 
-**Summary Variables**:
+**Output Variables**:
 - `MODE`: `session` or `direct`
 - `SESSION_ID`: Session ID (if session mode)
-- `TECH_STACK_NAME`: Normalized name (e.g., "typescript-react-nextjs")
-- `MAIN_TECH`: Primary technology (e.g., "typescript")
-- `COMPONENTS`: Array of all components (e.g., ["typescript", "react", "nextjs"])
-- `ADDITIONAL_COMPONENTS`: Array of additional components (e.g., ["react", "nextjs"])
-- `IS_COMPOSITE`: Boolean - whether composite stack
-- `EXISTING_FILES`: Count of existing SKILL files
-- `SKIP_GENERATION`: Boolean - whether to skip Phase 2 & 3
-- `TOOL`: `gemini` or `qwen` (default: gemini)
-- `REGENERATE`: Boolean - force regeneration flag
+- `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
 
-**Completion & TodoWrite**:
-- If `SKIP_GENERATION = true`: Mark phase 1 completed, phase 2&3 completed (skipped), phase 4 in_progress
-- If `SKIP_GENERATION = false`: Mark phase 1 completed, phase 2 in_progress
-
-**Next Action**:
-- If skipping: Display skip message → Jump to Phase 4
-- If not skipping: Display preparation results → Continue to 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-Delegated Exa Research
+### Phase 2: Agent Produces All Files
 
-**Skip Condition**: This phase is **skipped if SKIP_GENERATION = true** (SKILL already exists without --regenerate flag)
+**Skip Condition**: Skipped if `SKIP_GENERATION = true`
 
-**Goal**: Delegate Exa research to agent for comprehensive tech stack knowledge gathering
+**Goal**: Delegate EVERYTHING to agent - context reading, Exa research, content synthesis, and file writing
 
 **Agent Task Specification**:
 
 ```
 Task(
   subagent_type: "general-purpose",
-  description: "Exa research for {tech_stack_name}",
+  description: "Generate tech stack SKILL: {CONTEXT_PATH}",
   prompt: "
-Execute comprehensive Exa research for the tech stack: {TECH_STACK_NAME}
+Generate a complete tech stack SKILL package with Exa research.
 
-**Tech Stack Components**:
-- Main Technology: {MAIN_TECH}
-- Additional Components: {ADDITIONAL_COMPONENTS} (if composite)
+**Context Provided**:
+- Mode: {MODE}
+- Context Path: {CONTEXT_PATH}
 
-**Research Tasks**:
+**Your Responsibilities**:
 
-1. **Base Tech Stack Research** (3 parallel Exa queries):
+1. **Extract Tech Stack Information**:
 
-   Query 1 - Core Principles & Best Practices:
-   mcp__exa__get_code_context_exa({
-     query: '{MAIN_TECH} core principles best practices design patterns 2025',
-     tokensNum: 8000
+   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. **Synthesize Content into 6 Modules**:
+
+   Structure each module with:
+   - Frontmatter (module name, tech stack)
+   - Main sections with headings
+   - Code examples from Exa research
+   - Best practices / do's and don'ts
+   - References to Exa sources
+
+   **Module Files**:
+   - **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)
+
+4. **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 }
+     })
    })
+   ```
 
-   Query 2 - Implementation Patterns & Architecture:
-   mcp__exa__get_code_context_exa({
-     query: '{MAIN_TECH} common patterns architecture examples implementation guide',
-     tokensNum: 7000
-   })
+5. **Report Completion**:
 
-   Query 3 - Configuration & Tooling:
-   mcp__exa__web_search_exa({
-     query: '{MAIN_TECH} configuration setup tooling guide 2025',
-     numResults: 5
-   })
+   Provide summary:
+   - Tech stack name
+   - Files created (count)
+   - Exa queries executed
+   - Sources consulted
 
-2. **Composite Stack Research** (if IS_COMPOSITE = true):
-
-   For each component in ADDITIONAL_COMPONENTS:
-   mcp__exa__get_code_context_exa({
-     query: '{MAIN_TECH} {component} integration patterns best practices',
-     tokensNum: 5000
-   })
-
-3. **Testing & Quality Research**:
-
-   mcp__exa__get_code_context_exa({
-     query: '{MAIN_TECH} testing strategies unit testing integration testing',
-     tokensNum: 5000
-   })
-
-**Expected Output Structure**:
-
-Return a structured JSON object with research results:
-
-```json
-{
-  \"tech_stack_name\": \"{TECH_STACK_NAME}\",
-  \"main_tech\": \"{MAIN_TECH}\",
-  \"is_composite\": {IS_COMPOSITE},
-  \"components\": [list of components],
-
-  \"research_results\": {
-    \"core_principles\": {
-      \"content\": \"... extracted content ...\",
-      \"sources\": [\"url1\", \"url2\"],
-      \"token_count\": 8000
-    },
-    \"patterns\": {
-      \"content\": \"... patterns and architectures ...\",
-      \"sources\": [\"url3\", \"url4\"],
-      \"token_count\": 7000
-    },
-    \"configuration\": {
-      \"content\": \"... config and tooling ...\",
-      \"sources\": [\"url5\", \"url6\"],
-      \"token_count\": 5000
-    },
-    \"testing\": {
-      \"content\": \"... testing strategies ...\",
-      \"sources\": [\"url7\"],
-      \"token_count\": 5000
-    },
-    \"framework_integration\": {
-      \"{component1}\": {
-        \"content\": \"... integration patterns ...\",
-        \"sources\": [\"url8\"],
-        \"token_count\": 5000
-      },
-      \"{component2}\": { ... }
-    }
-  },
-
-  \"summary\": {
-    \"total_queries\": number,
-    \"total_sources\": number,
-    \"total_tokens\": number
-  }
-}
-```
-
-**IMPORTANT**:
-- Execute ALL Exa queries in parallel where possible
-- Accumulate results in memory during research
-- Return structured JSON at the end (not intermediate results)
-- If Exa query fails, retry once or note failure in results
-- DO NOT write any files - only return research data
+**CRITICAL**:
+- 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)
+- If tech stack cannot be determined, ask orchestrator to clarify
   "
 )
 ```
 
-**Parse Agent Output**:
-
-After agent completes, extract the JSON structure from agent's final message:
-
-```javascript
-// Agent returns message with JSON structure
-const agentOutput = parseAgentResponse(agent_return_message)
-
-// Extract key data
-const researchResults = {
-  tech_stack_name: agentOutput.tech_stack_name,
-  main_tech: agentOutput.main_tech,
-  is_composite: agentOutput.is_composite,
-  components: agentOutput.components,
-
-  // Research content sections
-  core_principles: agentOutput.research_results.core_principles,
-  patterns: agentOutput.research_results.patterns,
-  configuration: agentOutput.research_results.configuration,
-  testing: agentOutput.research_results.testing,
-  framework_integration: agentOutput.research_results.framework_integration,
-
-  // Metadata
-  summary: agentOutput.summary
-}
-
-// Store in conversation memory for Phase 3
-```
-
 **Completion Criteria**:
 - Agent task executed successfully
-- Research results JSON extracted and parsed
-- All required sections present (core_principles, patterns, configuration, testing)
-- Framework integration data available (if composite)
-- Summary metadata recorded
+- 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
 
-**Next Action**: Display research summary (queries executed, sources consulted) → Auto-continue to Phase 3
-
 ---
 
-### Phase 3: Content Synthesis & Modular Structuring
-
-**Skip Condition**: This phase is **skipped if SKIP_GENERATION = true** (SKILL already exists without --regenerate flag)
-
-**Goal**: Synthesize Exa research results into structured modular content
-
-**Option A: Orchestrator Synthesis (Recommended for Speed)**
-
-Directly extract and structure content from Phase 2 agent output:
-
-**Step 1: Extract Core Sections**
-
-```javascript
-// Use research results from Phase 2 (already in memory)
-
-const moduleSections = {
-  principles: extractPrinciplesContent(researchResults.core_principles),
-  patterns: extractPatternsContent(researchResults.patterns),
-  practices: extractPracticesContent(researchResults.core_principles, researchResults.patterns),
-  testing: extractTestingContent(researchResults.testing),
-  config: extractConfigContent(researchResults.configuration),
-  frameworks: extractFrameworksContent(researchResults.framework_integration)  // Only if composite
-}
-```
-
-**Step 2: Structure Content for Each Module**
-
-**principles.md Structure**:
-```markdown
----
-module: principles
-tech_stack: {TECH_STACK_NAME}
----
-# {TechStack} Core Principles
-
-## Overview
-{Brief introduction from research}
-
-## Fundamental Concepts
-{Extracted from core_principles.content}
-
-### Concept 1: {Name}
-{Description}
-
-```{language}
-// Code example from Exa research
-```
-
-### Concept 2: {Name}
-{Description}
-
-## Design Philosophy
-{Extracted philosophies}
-
-## References
-{List sources from research_results.core_principles.sources}
-```
-
-**patterns.md Structure**:
-```markdown
----
-module: patterns
-tech_stack: {TECH_STACK_NAME}
----
-# {TechStack} Common Patterns
-
-## Implementation Patterns
-
-### Pattern 1: {Pattern Name}
-**Use Case**: {When to use}
-
-```{language}
-// Code example from Exa research
-```
-
-**Key Points**:
-- {Point 1}
-- {Point 2}
-
-### Pattern 2: {Pattern Name}
-...
-
-## Architectural Patterns
-{Extracted from patterns.content}
-
-## References
-{List sources}
-```
-
-**practices.md Structure**:
-```markdown
----
-module: practices
-tech_stack: {TECH_STACK_NAME}
----
-# {TechStack} Best Practices
-
-## Do's and Don'ts
-
-### ✅ Best Practices
-- DO: {Practice 1}
-- DO: {Practice 2}
-
-### ❌ Anti-Patterns
-- DON'T: {Anti-pattern 1}
-- DON'T: {Anti-pattern 2}
-
-## Common Pitfalls
-{Extracted warnings}
-
-### Pitfall 1: {Name}
-**Problem**: {Description}
-**Solution**: {How to avoid}
-
-## Code Quality Guidelines
-{Extracted guidelines}
-
-## References
-{List sources}
-```
-
-**testing.md Structure**:
-```markdown
----
-module: testing
-tech_stack: {TECH_STACK_NAME}
----
-# {TechStack} Testing Strategies
-
-## Testing Approaches
-
-### Unit Testing
-{Extracted strategies}
-
-```{language}
-// Unit test example from Exa
-```
-
-### Integration Testing
-{Extracted strategies}
-
-### End-to-End Testing
-{Extracted strategies}
-
-## Testing Frameworks
-{List recommended frameworks}
-
-## Best Practices
-{Testing best practices}
-
-## References
-{List sources}
-```
-
-**config.md Structure**:
-```markdown
----
-module: config
-tech_stack: {TECH_STACK_NAME}
----
-# {TechStack} Configuration Guide
-
-## Basic Setup
-
-### Installation
-```bash
-# Installation commands from Exa research
-```
-
-### Project Initialization
-{Setup steps}
-
-## Configuration Files
-
-### {config_file_name}
-```{format}
-// Configuration example from Exa
-```
-
-## Tooling
-
-### Essential Tools
-- {Tool 1}: {Description}
-- {Tool 2}: {Description}
-
-### IDE Setup
-{IDE configuration recommendations}
-
-## References
-{List sources}
-```
-
-**frameworks.md Structure** (Only if IS_COMPOSITE = true):
-```markdown
----
-module: frameworks
-tech_stack: {TECH_STACK_NAME}
-components: {ADDITIONAL_COMPONENTS}
----
-# {TechStack} Framework Integration
-
-## Overview
-Integration patterns for {MAIN_TECH} with {COMPONENTS}
-
-## {Component 1} Integration
-
-### Setup
-{Integration setup from framework_integration[component1]}
-
-```{language}
-// Integration code example
-```
-
-### Best Practices
-{Component-specific best practices}
-
-## {Component 2} Integration
-...
-
-## Common Integration Patterns
-{Cross-framework patterns}
-
-## References
-{List sources from all components}
-```
-
-**Step 3: Prepare Module Content Objects**
-
-```javascript
-const moduleContents = {
-  "principles.md": generatePrinciplesMarkdown(moduleSections.principles),
-  "patterns.md": generatePatternsMarkdown(moduleSections.patterns),
-  "practices.md": generatePracticesMarkdown(moduleSections.practices),
-  "testing.md": generateTestingMarkdown(moduleSections.testing),
-  "config.md": generateConfigMarkdown(moduleSections.config),
-}
-
-// Add frameworks.md only if composite
-if (IS_COMPOSITE) {
-  moduleContents["frameworks.md"] = generateFrameworksMarkdown(moduleSections.frameworks)
-}
-```
-
-**Option B: Agent Synthesis (More Thorough)**
-
-Alternatively, delegate synthesis to another agent:
-
-```
-Task(
-  subagent_type: "general-purpose",
-  description: "Synthesize tech stack content",
-  prompt: "
-Synthesize the following Exa research results into 6 modular markdown files...
-
-{Include research results from Phase 2}
-
-Generate structured content for:
-1. principles.md
-2. patterns.md
-3. practices.md
-4. testing.md
-5. config.md
-6. frameworks.md (if composite)
-
-Follow the markdown structures specified in Phase 3...
-  "
-)
-```
+### 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/${TECH_STACK_NAME}/principles.md, limit: 20)
+   // Repeat for other modules
+   ```
+
+4. **Generate SKILL.md Index**:
+
+   **Template Structure**:
+   ```markdown
+   ---
+   name: {TECH_STACK_NAME}
+   description: {MAIN_TECH} development guidelines from industry standards (Exa research)
+   version: 1.0.0
+   generated: {timestamp}
+   source: exa-research
+   ---
+   # {TechStack} SKILL Package
+
+   ## Overview
+   {Brief description}
+
+   ## Modular Documentation
+
+   ### Core Understanding (~8K tokens)
+   - [Principles](./principles.md) - Core concepts and philosophies
+   - [Patterns](./patterns.md) - Implementation patterns with examples
+
+   ### Practical Guidance (~7K tokens)
+   - [Best Practices](./practices.md) - Do's, don'ts, anti-patterns
+   - [Testing](./testing.md) - Testing strategies and frameworks
+
+   ### Configuration & Integration (~7K tokens)
+   - [Configuration](./config.md) - Setup, tooling, configuration
+   {if composite: "- [Frameworks](./frameworks.md) - Integration patterns"}
+
+   ## Loading Recommendations
+   - **Quick**: principles.md + practices.md (~7K)
+   - **Implementation**: patterns.md + config.md (~8K)
+   - **Complete**: All modules (~22K)
+
+   ## Usage
+   Load when: starting {TECH_STACK} projects, reviewing code, learning best practices
+
+   ## Research Metadata
+   - Generated: {timestamp}
+   - Source: Exa Research
+   - Queries: {count}
+   - Sources: {count}
+
+   ## Tech Stack
+   Primary: {MAIN_TECH}
+   {if composite: "Frameworks: {COMPONENTS}"}
+   ```
+
+5. **Write SKILL.md**:
+   ```javascript
+   Write({
+     file_path: `.claude/skills/${TECH_STACK_NAME}/SKILL.md`,
+     content: generatedIndexMarkdown
+   })
+   ```
 
 **Completion Criteria**:
-- All module contents prepared (5-6 modules depending on composite)
-- Each module has structured markdown with code examples
-- Source references included in each module
-- Content ready for Phase 4 file writing
+- SKILL.md index written
+- All module files verified
+- Loading recommendations included
 
-**TodoWrite**: Mark phase 3 completed, phase 4 in_progress
+**TodoWrite**: Mark phase 3 completed
 
-**Next Action**: Display synthesis summary (modules prepared, total size estimate) → Auto-continue to Phase 4
-
----
-
-### Phase 4: Generate SKILL Package Files
-
-**Note**: This phase is **NEVER skipped** - it always executes to generate or update the SKILL package.
-
-**Step 1: Create SKILL Directory**
-
-```bash
-bash(mkdir -p ".claude/skills/${TECH_STACK_NAME}")
+**Final Report**:
 ```
-
-**Step 2: Write Modular Files**
-
-Use Write tool for each module file:
-
-```javascript
-// Write principles.md
-Write({
-  file_path: `.claude/skills/${TECH_STACK_NAME}/principles.md`,
-  content: moduleContents["principles.md"]
-})
-
-// Write patterns.md
-Write({
-  file_path: `.claude/skills/${TECH_STACK_NAME}/patterns.md`,
-  content: moduleContents["patterns.md"]
-})
-
-// Write practices.md
-Write({
-  file_path: `.claude/skills/${TECH_STACK_NAME}/practices.md`,
-  content: moduleContents["practices.md"]
-})
-
-// Write testing.md
-Write({
-  file_path: `.claude/skills/${TECH_STACK_NAME}/testing.md`,
-  content: moduleContents["testing.md"]
-})
-
-// Write config.md
-Write({
-  file_path: `.claude/skills/${TECH_STACK_NAME}/config.md`,
-  content: moduleContents["config.md"]
-})
-
-// Write frameworks.md (only if composite)
-if (IS_COMPOSITE) {
-  Write({
-    file_path: `.claude/skills/${TECH_STACK_NAME}/frameworks.md`,
-    content: moduleContents["frameworks.md"]
-  })
-}
-```
-
-**Step 3: Generate SKILL.md Index**
-
-```markdown
----
-name: {TECH_STACK_NAME}
-description: {MAIN_TECH} development guidelines and best practices gathered from industry standards. Load when working with {TECH_STACK_NAME} projects or need {MAIN_TECH} reference.
-version: 1.0.0
-generated: {timestamp}
-source: exa-research
----
-# {TechStack} SKILL Package
-
-## Overview
-Comprehensive {TECH_STACK_NAME} development guidelines based on industry best practices and Exa research.
-
-**Tech Stack**: {MAIN_TECH} {if composite: "+ {ADDITIONAL_COMPONENTS.join(', ')}"}
-
-## Modular Documentation
-
-### Core Understanding (~8K tokens)
-- **[Principles](./principles.md)** - Core concepts, philosophies, and fundamental principles
-- **[Patterns](./patterns.md)** - Implementation patterns with code examples and architectures
-
-### Practical Guidance (~7K tokens)
-- **[Best Practices](./practices.md)** - Do's, don'ts, anti-patterns, and quality guidelines
-- **[Testing](./testing.md)** - Testing strategies, frameworks, and approaches
-
-### Configuration & Integration (~7K tokens)
-- **[Configuration](./config.md)** - Setup, tooling, and configuration guides
-{if composite: "- **[Frameworks](./frameworks.md)** - Integration patterns for {ADDITIONAL_COMPONENTS.join(', ')}"}
-
-## Loading Recommendations
-
-**Quick Reference** (~10K tokens):
-```
-Skill(command: "{TECH_STACK_NAME}")
-Then request: principles.md + practices.md
-```
-
-**Implementation Focus** (~12K tokens):
-```
-Load: patterns.md + config.md + testing.md
-```
-
-**Complete Package** (~22K tokens):
-```
-Load all modules for comprehensive reference
-```
-
-## Usage
-
-Load this SKILL when:
-- Starting a new {MAIN_TECH} project
-- Reviewing {TECH_STACK_NAME} code
-- Learning {MAIN_TECH} best practices
-- Integrating {if composite: ADDITIONAL_COMPONENTS}
-- Troubleshooting {MAIN_TECH} issues
-
-## Research Metadata
-
-- **Generated**: {timestamp}
-- **Source**: Exa Research
-- **Queries Executed**: {summary.total_queries}
-- **Sources Consulted**: {summary.total_sources}
-- **Total Research Tokens**: ~{summary.total_tokens}
-- **Tech Stack Components**: {COMPONENTS.length}
-
-## Tech Stack Details
-
-**Primary**: {MAIN_TECH}
-{if composite:
-**Frameworks**: {ADDITIONAL_COMPONENTS.join(', ')}
-}
-
-**Module Count**: {5 or 6 depending on composite}
-**Estimated Total Size**: ~22K tokens
-```
-
-**Step 4: Write SKILL.md Index**
-
-```javascript
-Write({
-  file_path: `.claude/skills/${TECH_STACK_NAME}/SKILL.md`,
-  content: generatedSKILLIndexMarkdown
-})
-```
-
-**Step 5: Write Metadata File**
-
-```json
-{
-  "tech_stack_name": "{TECH_STACK_NAME}",
-  "main_tech": "{MAIN_TECH}",
-  "components": [array of components],
-  "is_composite": boolean,
-  "generated_at": "{ISO timestamp}",
-  "source": "exa-research",
-  "agent_delegated": true,
-  "research_summary": {
-    "total_queries": number,
-    "total_sources": number,
-    "total_tokens": number
-  },
-  "modules": {
-    "principles": { "size_estimate": "~3K tokens" },
-    "patterns": { "size_estimate": "~5K tokens" },
-    "practices": { "size_estimate": "~4K tokens" },
-    "testing": { "size_estimate": "~3K tokens" },
-    "config": { "size_estimate": "~3K tokens" },
-    "frameworks": { "size_estimate": "~4K tokens" }  // if composite
-  },
-  "last_updated": "{ISO timestamp}",
-  "version": "1.0.0"
-}
-```
-
-```javascript
-Write({
-  file_path: `.claude/skills/${TECH_STACK_NAME}/metadata.json`,
-  content: JSON.stringify(metadataObject, null, 2)
-})
-```
-
-**Completion Criteria**:
-- SKILL directory created
-- 5-6 modular files written (depending on composite)
-- SKILL.md index written with module references
-- metadata.json written with research summary
-- All files use proper markdown formatting
-
-**TodoWrite**: Mark phase 4 completed
-
-**Final Action**: Report completion summary to user
-
-**Return to User**:
-```
-✅ Tech Stack SKILL Package Generation Complete
+✅ Tech Stack SKILL Package Complete
 
 Tech Stack: {TECH_STACK_NAME}
-SKILL Location: .claude/skills/{TECH_STACK_NAME}/
+Location: .claude/skills/{TECH_STACK_NAME}/
 
-Generated Files:
-- SKILL.md (index with loading recommendations)
-- principles.md (~3K tokens)
-- patterns.md (~5K tokens)
-- practices.md (~4K tokens)
-- testing.md (~3K tokens)
-- config.md (~3K tokens)
-{if composite: "- frameworks.md (~4K tokens)"}
-- metadata.json (research metadata)
+Files: SKILL.md + 5-6 modules + metadata.json
+Exa Research: {queries} queries, {sources} sources
 
-Exa Research Summary:
-- Queries Executed: {summary.total_queries}
-- Sources Consulted: {summary.total_sources}
-- Research Tokens: ~{summary.total_tokens}
-
-Usage:
-Skill(command: "{TECH_STACK_NAME}")  # Load this SKILL for {TECH_STACK_NAME} development
-
-Loading Recommendations:
-- Quick: principles.md + practices.md (~7K)
-- Implementation: patterns.md + config.md (~8K)
-- Complete: All modules (~22K)
+Usage: Skill(command: "{TECH_STACK_NAME}")
 ```
 
 ---
 
 ## Implementation Details
 
-### Critical Rules
-
-1. **No User Prompts Between Phases**: Never ask user questions or wait for input between phases
-2. **Immediate Phase Transition**: After TodoWrite update, immediately execute next phase command
-3. **Agent Output Parsing**: Extract JSON structure from agent's final message in Phase 2
-4. **Status-Driven Execution**: Check TodoList status after each phase:
-   - If next task is "pending" → Mark it "in_progress" and execute
-   - If all tasks are "completed" → Report final summary
-5. **Phase Completion Pattern**:
-   ```
-   Phase N completes → Update TodoWrite (N=completed, N+1=in_progress) → Execute Phase N+1
-   ```
-
 ### TodoWrite Patterns
 
-#### Initialization (Before Phase 1)
-
-**FIRST ACTION**: Create TodoList with all 4 phases
+**Initialization** (Before Phase 1):
 ```javascript
 TodoWrite({todos: [
-  {"content": "Extract context and detect tech stack", "status": "in_progress", "activeForm": "Extracting context"},
-  {"content": "Delegate Exa research to agent", "status": "pending", "activeForm": "Delegating to agent"},
-  {"content": "Synthesize content into modules", "status": "pending", "activeForm": "Synthesizing content"},
-  {"content": "Generate SKILL package files", "status": "pending", "activeForm": "Generating SKILL files"}
+  {"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"}
 ]})
 ```
 
-**SECOND ACTION**: Execute Phase 1 immediately
-
-#### Full Path (SKIP_GENERATION = false)
-
-**After Phase 1**:
+**Full Path** (SKIP_GENERATION = false):
 ```javascript
+// After Phase 1
 TodoWrite({todos: [
-  {"content": "Extract context and detect tech stack", "status": "completed", "activeForm": "Extracting context"},
-  {"content": "Delegate Exa research to agent", "status": "in_progress", "activeForm": "Delegating to agent"},
-  {"content": "Synthesize content into modules", "status": "pending", "activeForm": "Synthesizing content"},
-  {"content": "Generate SKILL package files", "status": "pending", "activeForm": "Generating SKILL files"}
+  {"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", ...}
 ]})
-// Auto-continue to Phase 2
 ```
 
-**After Phase 2**:
+**Skip Path** (SKIP_GENERATION = true):
 ```javascript
+// After Phase 1 (skip Phase 2)
 TodoWrite({todos: [
-  {"content": "Extract context and detect tech stack", "status": "completed", "activeForm": "Extracting context"},
-  {"content": "Delegate Exa research to agent", "status": "completed", "activeForm": "Delegating to agent"},
-  {"content": "Synthesize content into modules", "status": "in_progress", "activeForm": "Synthesizing content"},
-  {"content": "Generate SKILL package files", "status": "pending", "activeForm": "Generating SKILL files"}
+  {"content": "Prepare context paths", "status": "completed", ...},
+  {"content": "Agent produces all module files", "status": "completed", ...},  // Skipped
+  {"content": "Generate SKILL.md index", "status": "in_progress", ...}
 ]})
-// Auto-continue to Phase 3
 ```
 
-**After Phase 3**:
-```javascript
-TodoWrite({todos: [
-  {"content": "Extract context and detect tech stack", "status": "completed", "activeForm": "Extracting context"},
-  {"content": "Delegate Exa research to agent", "status": "completed", "activeForm": "Delegating to agent"},
-  {"content": "Synthesize content into modules", "status": "completed", "activeForm": "Synthesizing content"},
-  {"content": "Generate SKILL package files", "status": "in_progress", "activeForm": "Generating SKILL files"}
-]})
-// Auto-continue to Phase 4
+### Execution Flow
+
+**Full Path**:
+```
+User → TodoWrite Init → Phase 1 (prepare) → Phase 2 (agent writes files) → Phase 3 (write index) → Report
 ```
 
-**After Phase 4**:
-```javascript
-TodoWrite({todos: [
-  {"content": "Extract context and detect tech stack", "status": "completed", "activeForm": "Extracting context"},
-  {"content": "Delegate Exa research to agent", "status": "completed", "activeForm": "Delegating to agent"},
-  {"content": "Synthesize content into modules", "status": "completed", "activeForm": "Synthesizing content"},
-  {"content": "Generate SKILL package files", "status": "completed", "activeForm": "Generating SKILL files"}
-]})
-// Report completion summary to user
+**Skip Path**:
 ```
-
-#### Skip Path (SKIP_GENERATION = true)
-
-**After Phase 1** (detects existing SKILL, skips Phase 2 & 3):
-```javascript
-TodoWrite({todos: [
-  {"content": "Extract context and detect tech stack", "status": "completed", "activeForm": "Extracting context"},
-  {"content": "Delegate Exa research to agent", "status": "completed", "activeForm": "Delegating to agent"},
-  {"content": "Synthesize content into modules", "status": "completed", "activeForm": "Synthesizing content"},
-  {"content": "Generate SKILL package files", "status": "in_progress", "activeForm": "Generating SKILL files"}
-]})
-// Display skip message: "Tech stack SKILL already exists, skipping Phase 2 and Phase 3. Use --regenerate to force regeneration."
-// Jump directly to Phase 4
-```
-
-**After Phase 4**:
-```javascript
-TodoWrite({todos: [
-  {"content": "Extract context and detect tech stack", "status": "completed", "activeForm": "Extracting context"},
-  {"content": "Delegate Exa research to agent", "status": "completed", "activeForm": "Delegating to agent"},
-  {"content": "Synthesize content into modules", "status": "completed", "activeForm": "Synthesizing content"},
-  {"content": "Generate SKILL package files", "status": "completed", "activeForm": "Generating SKILL files"}
-]})
-// Report completion summary to user
-```
-
-### Execution Flow Diagrams
-
-#### Full Path Flow
-```
-User triggers command
-  ↓
-[TodoWrite] Initialize 4 phases (Phase 1 = in_progress)
-  ↓
-[Execute] Phase 1: Extract context, detect tech stack
-  ↓
-[TodoWrite] Phase 1 = completed, Phase 2 = in_progress
-  ↓
-[Execute] Phase 2: Task tool → Agent executes Exa research
-  ↓
-[Parse] Extract JSON from agent output
-  ↓
-[TodoWrite] Phase 2 = completed, Phase 3 = in_progress
-  ↓
-[Execute] Phase 3: Synthesize content into modules
-  ↓
-[TodoWrite] Phase 3 = completed, Phase 4 = in_progress
-  ↓
-[Execute] Phase 4: Write 5-6 modular files + SKILL.md + metadata.json
-  ↓
-[TodoWrite] Phase 4 = completed
-  ↓
-[Report] Display completion summary
-```
-
-#### Skip Path Flow
-```
-User triggers command
-  ↓
-[TodoWrite] Initialize 4 phases (Phase 1 = in_progress)
-  ↓
-[Execute] Phase 1: Detect existing SKILL
-  ↓
-[TodoWrite] Phase 1 = completed, Phase 2&3 = completed (skipped), Phase 4 = in_progress
-  ↓
-[Display] Skip message: "Tech stack SKILL already exists, skipping Phase 2 and Phase 3"
-  ↓
-[Execute] Phase 4: Update SKILL.md index only (fast path)
-  ↓
-[TodoWrite] Phase 4 = completed
-  ↓
-[Report] Display completion summary
+User → TodoWrite Init → Phase 1 (detect existing) → Phase 3 (update index) → Report
 ```
 
 ### Error Handling
 
 **Phase 1 Errors**:
-- **Invalid session ID**: Report error, ask user to verify session exists
-- **Missing context-package**: Warn user, fall back to direct mode (ask for tech stack name)
-- **No tech stack detected**: Ask user to specify tech stack name directly
+- 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 Delegation)**:
-- **Agent task fails**: Retry once, if fails again report error to user
-- **Exa API failures**: Agent should handle internally with retries
-- **Incomplete research results**: Warn user, proceed with partial data if minimum sections available
+**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**:
-- **Parsing failures**: Fall back to basic content structure
-- **Missing sections**: Generate placeholder content, note in metadata
-
-**Phase 4 Errors**:
-- **Write failures**: Report which files failed, suggest manual retry
-- **Directory creation fails**: Check permissions, report to user
+- Write failures: Report which files failed
+- Missing files: Note in SKILL.md, suggest regeneration
 
 ---
 
@@ -1002,161 +406,85 @@ User triggers command
 /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 session
-  - **Direct mode**: `"typescript"`, `"python"`, `"typescript-react-nextjs"` - User specifies tech stack
-- **--regenerate**: Force regenerate existing SKILL (optional)
-  - When enabled: Deletes existing `.claude/skills/{tech_stack_name}/` before regeneration
-  - Ensures fresh documentation from Exa research
-- **--tool**: CLI tool for additional analysis (optional, default: gemini)
-  - `gemini`: Use Gemini for supplemental analysis (future enhancement)
-  - `qwen`: Use Qwen for supplemental analysis (future enhancement)
-  - **Note**: Currently Phase 2 uses agent with Exa, this flag reserved for future use
+  - 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
 
-### Example 1: Direct Mode - Single Tech Stack
+**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, parses "typescript", checks existing SKILL
-2. Phase 2: Agent executes 4 Exa queries (principles, patterns, config, testing)
-3. Phase 3: Synthesizes content into 5 modular files
-4. Phase 4: Generates SKILL package at `.claude/skills/typescript/`
+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
 
-**Generated Files**:
-- `SKILL.md` (index)
-- `principles.md`
-- `patterns.md`
-- `practices.md`
-- `testing.md`
-- `config.md`
-- `metadata.json`
-
-### Example 2: Direct Mode - Composite Tech Stack
+### Direct Mode - Composite Stack
 
 ```bash
 /memory:tech-research "typescript-react-nextjs"
 ```
 
 **Workflow**:
-1. Phase 1: Detects composite stack, decomposes into ["typescript", "react", "nextjs"]
-2. Phase 2: Agent executes 6 Exa queries:
-   - Base: principles, patterns, config, testing
-   - Components: react integration, nextjs integration
-3. Phase 3: Synthesizes content into 6 modular files (adds frameworks.md)
-4. Phase 4: Generates complete SKILL package
+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
 
-**Generated Files**:
-- `SKILL.md` (index with framework integration)
-- `principles.md`
-- `patterns.md`
-- `practices.md`
-- `testing.md`
-- `config.md`
-- `frameworks.md` (React + Next.js integration)
-- `metadata.json`
-
-### Example 3: Session Mode - Extract from Workflow
+### Session Mode - Extract from Workflow
 
 ```bash
 /memory:tech-research WFS-user-auth-20251104
 ```
 
 **Workflow**:
-1. Phase 1: Detects session mode, reads workflow-session.json + context-package.json
-2. Extracts tech stack: `{ language: "Python", frameworks: ["FastAPI", "SQLAlchemy"] }`
-3. Builds tech stack name: "python-fastapi-sqlalchemy"
-4. Phase 2: Agent executes Exa research for Python + FastAPI + SQLAlchemy
-5. Phase 3: Synthesizes into 6 modules
-6. Phase 4: Generates SKILL package at `.claude/skills/python-fastapi-sqlalchemy/`
+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
 
-### Example 4: Regenerate Existing SKILL
+### Regenerate Existing
 
 ```bash
 /memory:tech-research "react" --regenerate
 ```
 
 **Workflow**:
-1. Phase 1: Detects existing SKILL at `.claude/skills/react/`, deletes it due to --regenerate
-2. Phase 2: Agent executes fresh Exa research for React (latest 2025 best practices)
-3. Phase 3: Synthesizes updated content
-4. Phase 4: Generates new SKILL package with latest information
+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
 
-### Example 5: Skip Path - Update Index Only
+### Skip Path - Fast Update
 
 ```bash
 /memory:tech-research "python"
 ```
 
-**Scenario**: SKILL already exists at `.claude/skills/python/` with 7 files
+**Scenario**: SKILL already exists with 7 files
 
 **Workflow**:
-1. Phase 1: Detects existing SKILL (7 files), sets SKIP_GENERATION = true
-2. Display: "Tech stack SKILL already exists, skipping Phase 2 and Phase 3. Use --regenerate to force regeneration."
-3. Phase 4: Updates SKILL.md index only (adds new metadata, updates timestamps)
-4. **Result**: ~5-10x faster than full generation
+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)
 
----
 
-## Benefits
-
-- ✅ **Agent-Powered Research**: Delegates Exa queries to agent for parallel execution
-- ✅ **Pure Orchestrator**: Command only coordinates workflow, doesn't execute research
-- ✅ **Modular Structure**: 6 independent files for flexible loading
-- ✅ **Composite Stack Support**: Auto-detects and researches multiple frameworks
-- ✅ **Dual-Mode Input**: Works with session IDs or direct tech stack names
-- ✅ **Intelligent Skip**: Fast SKILL updates without full regeneration
-- ✅ **Always Current**: Exa research pulls latest 2025 best practices
-- ✅ **Auto-Continue**: Autonomous 4-phase execution with progress tracking
-- ✅ **Comprehensive**: Covers principles, patterns, practices, testing, config, integration
-
-## Architecture
-
-```
-tech-research (orchestrator)
-  ├─ Phase 1: Context Extraction (bash, Read, direct logic)
-  ├─ Phase 2: Agent Delegation (Task tool → Exa research agent)
-  ├─ Phase 3: Content Synthesis (parse agent output, structure modules)
-  └─ Phase 4: File Generation (Write tool, direct file creation, always runs)
-
-Agent Responsibilities (Phase 2):
-  ├─ Execute parallel Exa queries
-  ├─ Accumulate research results
-  ├─ Return structured JSON
-  └─ Handle Exa failures/retries
-
-Smart Skip Logic:
-  ├─ Existing SKILL → Skip Phase 2 & 3 (5-10x faster)
-  └─ --regenerate → Full path (fresh research)
-
-Modular SKILL Output:
-  ├─ SKILL.md (index, ~1K tokens)
-  ├─ principles.md (~3K tokens)
-  ├─ patterns.md (~5K tokens)
-  ├─ practices.md (~4K tokens)
-  ├─ testing.md (~3K tokens)
-  ├─ config.md (~3K tokens)
-  ├─ frameworks.md (~4K tokens, if composite)
-  └─ metadata.json (research metadata)
-
-Total: ~22K tokens per SKILL package
-```
-
----
-
-## Future Enhancements
-
-1. **Multi-Language Support**: Detect and generate SKILLs in multiple languages (English, Chinese)
-2. **Version Management**: Track SKILL versions, allow version pinning
-3. **Incremental Updates**: Update specific modules without full regeneration
-4. **SKILL Dependencies**: Link related SKILLs (e.g., TypeScript → React → Next.js)
-5. **Custom Templates**: User-defined module templates for specific patterns
-6. **CLI Tool Integration**: Use --tool flag to invoke Gemini/Qwen for additional analysis
-7. **Validation**: Verify generated content quality, detect incomplete sections
-8. **Export Formats**: Generate PDF/HTML versions of SKILL packages
diff --git a/.claude/commands/memory/workflow-skill-memory.md b/.claude/commands/memory/workflow-skill-memory.md
index 07d61671..0968cd5c 100644
--- a/.claude/commands/memory/workflow-skill-memory.md
+++ b/.claude/commands/memory/workflow-skill-memory.md
@@ -453,19 +453,7 @@ All templates located in: `~/.claude/workflows/cli-templates/prompts/workflow/`
 - Single session mode: Can be retried without affecting other sessions
 - All sessions mode: If one agent fails, others continue; retry failed sessions individually
 
----
 
-## Benefits
-
-- ✅ **Agent-Driven**: Autonomous analysis and document generation
-- ✅ **Intelligent Aggregation**: Uses Gemini for pattern recognition
-- ✅ **Template-Based**: Consistent formatting across updates
-- ✅ **Incremental Updates**: Fast single-session processing
-- ✅ **Parallel Processing**: Efficient full regeneration
-- ✅ **Reference-Only**: Context packages referenced by path, not duplicated
-- ✅ **Progressive Loading**: 4-level context depth (2K → 8K → 25K → 40K tokens)
-
----
 
 ## Integration
 
@@ -483,30 +471,3 @@ Users can manually process sessions:
 /memory:workflow-skill-memory session WFS-custom-feature  # Single session
 /memory:workflow-skill-memory all                         # Full regeneration
 ```
-
----
-
-## Architecture
-
-```
-workflow-skill-memory (orchestrator)
-  ├─ Mode 1: Single Session
-  │   └─ Agent: universal-executor
-  │       ├─ Read session files
-  │       ├─ Gemini analysis (optional)
-  │       ├─ Read templates
-  │       └─ Update SKILL documents
-  │
-  └─ Mode 2: All Sessions
-      ├─ Agents: N x universal-executor (parallel)
-      │   ├─ Each processes one session
-      │   └─ Returns structured JSON
-      └─ Agent: universal-executor (aggregator)
-          ├─ Collect results from all agents
-          ├─ Gemini final aggregation
-          ├─ Read templates
-          └─ Generate all SKILL documents
-
-Templates: 5 files with structure, rules, and formatting guidance
-No task JSON created by this command
-```