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Author SHA1 Message Date
catlog22
3eec2a542b feat(v5.2.2): Add intelligent skip logic to /memory:skill-memory with parameter naming correction
## Smart Documentation Generation
- Automatically detects existing documentation and skips Phase 2/3 when docs exist
- Jump directly to Phase 4 (SKILL.md generation) for fast SKILL index updates
- Phase 4 always executes to ensure SKILL.md stays synchronized
- Explicit --regenerate flag for forced full documentation refresh

## Parameter Naming Correction
- Reverted --update back to --regenerate for accurate semantic meaning
- "regenerate" = delete and recreate (destructive operation)
- "update" was misleading (implied incremental update, not implemented)

## Execution Paths
- Full Path: All 4 phases (no docs OR --regenerate specified)
- Skip Path: Phase 1 → Phase 4 (docs exist AND no --regenerate)
- Added comprehensive TodoWrite patterns and flow diagrams for both paths

## Phase 1 Enhancement
- Step 4: Determine Execution Path - decision logic with SKIP_DOCS_GENERATION flag
- Checks existing documentation count
- Evaluates --regenerate flag presence
- Displays appropriate skip or regeneration messages

## Benefits
- 5-10x faster SKILL updates when documentation already exists
- Always fresh SKILL.md index reflecting current documentation structure
- Explicit control via --regenerate flag for full refresh

## Modified Files
- .claude/commands/memory/skill-memory.md (553 lines, +59 lines for skip logic)
- CHANGELOG.md (added v5.2.2 release notes)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 22:21:08 +08:00
catlog22
f1c89127dc chore: release v5.2.1 - SKILL workflow improvements
Major Changes:
- Redesigned /memory:load-skill-memory as manual activation tool
- Changed --regenerate to --update flag in skill-memory command
- Enhanced context search strategy with SKILL first priority

Details:
1. load-skill-memory command redesign:
   - Manual activation: user specifies SKILL name explicitly
   - Intent-driven doc loading: 5 levels based on task description
   - Memory-based validation: removed bash checks
   - File size: 355→132 lines (-62.8%)

2. Parameter naming consistency:
   - Renamed --regenerate to --update in skill-memory.md
   - Updated all references and examples

3. Context search strategy (global .claude):
   - Added SKILL packages as first priority tool
   - Emphasized use BEFORE Gemini analysis
   - Updated tool selection matrix and examples

See CHANGELOG.md for complete details.
2025-11-03 22:07:09 +08:00
catlog22
8926611964 refactor: update load-skill-memory command to manual activation and intent-driven loading 2025-11-03 21:55:22 +08:00
catlog22
8a9bc7a210 refactor: optimize load-skill-memory structure and remove emojis
- Merge duplicate content: consolidate Sections 4, 6, 7, 9, 10
- Reduce file size from 382 to 348 lines (-8.9%)
- Remove all emoji icons, replace with text alternatives
- Improve section flow: 8 sections total (was 11)
- Preserve all information while eliminating redundancy
2025-11-03 21:38:42 +08:00
catlog22
25a358b729 feat: implement dynamic SKILL discovery with intelligent matching
Transform load-skill-memory from manual specification to automatic discovery:

**Core Change**:
- From: User specifies SKILL name manually
- To: System automatically discovers and matches SKILL based on task context

**New Capabilities**:

1. **Three-Step Execution**:
   - Step 1: Discover all available SKILLs (.claude/skills/)
   - Step 2: Match most relevant SKILL using scoring algorithm
   - Step 3: Activate matched SKILL via Skill() tool

2. **Intelligent Matching Algorithm**:
   - **Path-Based** (Highest Priority): Direct path match from file paths
   - **Keyword Matching** (Secondary): Score by keyword overlap
   - **Action Matching** (Tertiary): Detect action verbs (分析/修改/学习)

3. **Updated Parameters**:
   - From: `<skill_name> [--level] [task description]`
   - To: `"task description or file path"`
   - More intuitive user experience

4. **New Examples**:
   ```bash
   /memory:load-skill-memory "分析热模型builder pattern实现"
   /memory:load-skill-memory "D:\dongdiankaifa9\hydro_generator_module\builders\base.py"
   /memory:load-skill-memory "修改workflow文档生成逻辑"
   ```

**Matching Examples**:

Task: "分析热模型builder pattern实现"
- hydro_generator_module: 4 points (thermal+builder+analyzing) 
- Claude_dms3: 1 point (analyzing only)

Task: "D:\dongdiankaifa9\hydro_generator_module\builders\base.py"
- Path match: hydro_generator_module  (exact path)

**Benefits**:
- No manual SKILL name required
- Automatic best match selection
- Path-based intelligent routing
- Keyword scoring for relevance
- Action verb detection for context

**User Experience**:
Before: "/memory:load-skill-memory hydro_generator_module '分析热模型'"
After: "/memory:load-skill-memory '分析热模型实现'"

System automatically discovers and activates hydro_generator_module SKILL.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 21:31:06 +08:00
catlog22
9e0a70150a refactor: redesign load-skill-memory to use Skill tool activation
Complete redesign from manual document reading to SKILL activation pattern:

**Before (Manual Loading)**:
- Complex level selection logic (0-3)
- Manual Read operations for each document
- Task-based auto-level selection
- ~200 lines of document loading code

**After (Skill Activation)**:
- Simple two-step: Validate → Activate
- Use Skill(command: "skill_name") tool
- System handles all documentation loading automatically
- ~100 lines simpler, more maintainable

**Key Changes**:

1. **Examples Updated**:
   - From: `/memory:load-skill-memory hydro_generator_module "分析热模型"`
   - To: `Skill(command: "hydro_generator_module")`

2. **Execution Flow Simplified**:
   - Step 1: Validate SKILL.md exists
   - Step 2: Skill(command: "skill_name")
   - System automatically handles progressive loading

3. **Removed Manual Logic**:
   - No explicit --level parameter
   - No manual document reading
   - No level selection algorithm
   - System determines context needs automatically

4. **Added SKILL Trigger Mechanism**:
   - Explains how SKILL description triggers work
   - Keyword matching (domain terms)
   - Action detection (analyzing, modifying, learning)
   - Memory gap detection
   - Path-based triggering

5. **Updated Integration Examples**:
   ```javascript
   Skill(command: "hydro_generator_module")
   SlashCommand(command: "/workflow:plan \"task\"")
   ```

**Benefits**:
- Simpler user experience (just activate SKILL)
- Automatic context optimization
- System handles complexity
- Follows Claude SKILL architecture
- Leverages built-in SKILL trigger patterns

**Philosophy Shift**:
- From: Manual control over documentation loading
- To: Trust SKILL system to load appropriate context
- Aligns with skill-memory.md description optimization

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 21:26:52 +08:00
catlog22
7b2160d51f feat: add /memory:load-skill-memory command for progressive SKILL loading
New command for loading SKILL package documentation with intelligent level selection:

**Two-Step Process**:
1. Validate SKILL existence in .claude/skills/{skill_name}/
2. Load documentation based on task requirements and complexity

**Progressive Loading Levels**:
- Level 0: Quick Start (~2K tokens) - Overview exploration
- Level 1: Core Modules (~10K tokens) - Module analysis
- Level 2: Complete (~25K tokens) - Code modification
- Level 3: Deep Dive (~40K tokens) - Feature implementation

**Auto-Level Selection**:
- Keyword-based detection from task description
- "快速了解" → Level 0
- "分析" → Level 1
- "修改" → Level 2
- "实现" → Level 3

**Key Features**:
- SKILL existence validation with available SKILLs listing
- Task-driven level auto-selection
- Token budget estimation
- Error handling for missing SKILLs/documentation
- Explicit --level override support

**Usage Examples**:
```bash
/memory:load-skill-memory hydro_generator_module "分析热模型"
/memory:load-skill-memory Claude_dms3 --level 2 "修改workflow"
/memory:load-skill-memory multiphysics_network "实现耦合器"
```

**Integration**:
- Works with SKILL packages generated by /memory:skill-memory
- Optimizes token usage through progressive loading
- Supports workflow planning and execution commands

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 21:10:32 +08:00
catlog22
aa1900a3e7 feat: enhance SKILL description to prioritize context loading when memory is empty
Optimize description format to emphasize SKILL as primary context source:

**Key Changes**:
1. Action verbs updated: "working with" → "modifying" (more explicit)
2. Added priority trigger: "especially when no relevant context exists in memory"
3. Expanded Trigger Optimization guidance with three key scenarios

**Three Key Actions**:
- analyzing (分析) - Understanding codebase structure
- modifying (修改) - Making changes to code
- learning (了解) - Exploring unfamiliar modules

**Priority Context Loading**:
- Emphasize SKILL loading when conversation memory lacks relevant context
- Position SKILL as first-choice context source for fresh inquiries
- Improve trigger sensitivity for cold-start scenarios

**Before**:
"Load this SKILL when analyzing, working with, or learning about {domain}
or files under this path for comprehensive context."

**After**:
"Load this SKILL when analyzing, modifying, or learning about {domain}
or files under this path, especially when no relevant context exists in memory."

**Impact**:
- Higher trigger rate when users ask about unfamiliar modules
- Better context initialization for new analysis sessions
- Clearer action vocabulary aligns with actual use cases

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 21:06:52 +08:00
catlog22
2303699b33 fix: correct description format placeholder from project_name to domain_description
Fix inconsistency between Format definition and Example usage:

**Problem**:
- Format used {project_name} placeholder (technical directory name)
- Example used "workflow management" (human-readable domain description)
- Mismatch causes incorrect description generation

**Solution**:
- Changed {project_name} → {domain_description} in format
- Added explicit guidance: "Extract human-readable domain/feature area"
- Added examples: "workflow management", "thermal modeling"
- Clarified: Use domain description, NOT technical project_name

**Impact**:
- Generated descriptions now correctly use domain terms
- Improved trigger sensitivity with natural language
- Consistent with example pattern

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 21:05:31 +08:00
catlog22
f7a97e8159 feat: add project path to SKILL.md description for location-based triggering
Enhance description format to include project path information:
- Add "(located at {project_path})" to description format
- Reference TARGET_PATH from Phase 1 for accurate path
- Include "or files under this path" trigger condition
- Improve sensitivity when users mention specific directories

Benefits:
- SKILL triggers when user asks about files in project directory
- Path-based context identification improves accuracy
- Better integration with file location queries

Before: "{Project} {capabilities}. Load when {scenarios}..."
After: "{Project} {capabilities} (located at {path}). Load when {scenarios} or files under this path..."

Example:
"Workflow orchestration system with CLI tools (located at /d/Claude_dms3).
Load this SKILL when analyzing, working with, or learning about workflow
management or files under this path for comprehensive context."

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 20:58:45 +08:00
catlog22
360f6f79dc feat: optimize SKILL.md description format for better trigger sensitivity
Enhance description generation in Phase 4 Step 3:
- New format emphasizes "Load this SKILL" pattern for improved triggering
- Explicitly covers three key scenarios: analyzing, working with, or learning
- Prioritizes SKILL as primary context source for project understanding
- Added trigger optimization guidance for context retrieval scenarios

Before: "{Function}. Use when {trigger conditions}."
After: "{Project} {core capabilities}. Load this SKILL when analyzing, working with, or learning about {project_name} for comprehensive context."

Example:
"Workflow orchestration system with CLI tools and documentation generation.
Load this SKILL when analyzing, working with, or learning about workflow
management for comprehensive context."

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 20:57:09 +08:00
catlog22
152037ad7b fix: correct relative path in skill-memory SKILL.md template
Update documentation path references from ../../ to ../../../:
- From: .claude/skills/{project_name}/SKILL.md
- To: .workflow/docs/{project_name}/
- Correct path depth: ../../../.workflow/docs/

Fixed paths:
- Documentation root reference
- Level 0: README.md link
- Level 2: ARCHITECTURE.md link
- Level 3: EXAMPLES.md link

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 20:49:16 +08:00
catlog22
822643e4c8 feat: increase document limit from 7 to 10 per task in docs workflow
Update task grouping constraints to support up to 10 documents per task:
- Primary constraint: ≤10 documents (up from ≤7)
- Conflict resolution thresholds adjusted accordingly
- Updated all examples (Small/Medium/Large projects)
- Maintains 2-dir grouping optimization for context sharing

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 20:39:29 +08:00
catlog22
78569a7b75 refactor: eliminate TodoWrite duplication in skill-memory phases
Simplify TodoWrite updates in each phase to one-line format, matching auto-parallel.md pattern.

**Changes**:
- Phase 1-4: Replace code block with single line "Mark phase X completed, phase Y in_progress"
- Maintain detailed TodoWrite Pattern section for complete reference
- Remove 32 redundant lines (36 deletions, 4 insertions)

**Before**:
```
**TodoWrite Update**:
```javascript
TodoWrite({todos: [
  {"content": "...", "status": "completed"},
  {"content": "...", "status": "in_progress"},
  ...
]})
```

**After**:
```
**TodoWrite**: Mark phase X completed, phase Y in_progress
```

**Benefits**:
- Eliminates duplication between phase updates and TodoWrite Pattern section
- Improves readability with concise phase-level updates
- Maintains complete TodoWrite lifecycle in dedicated pattern section
- Consistent with auto-parallel.md orchestrator pattern

**File size**: 488 lines → 456 lines (-32 lines, -6.6%)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 20:08:03 +08:00
catlog22
7aca88104b feat: enhance skill-memory auto-continue mechanism with detailed execution flow
Optimize TodoWrite auto-continuation pattern based on auto-parallel.md and docs.md best practices.

**Enhanced Auto-Continue Mechanism**:
- Added detailed "Auto-Continue Execution Flow" section with implementation rules
- Enhanced Core Rules with specific auto-continue logic (7 rules → clearer guidelines)
- Added "Completion Criteria" for each phase (validates phase success)
- Added explicit "TodoWrite Update" code blocks at each phase
- Added "After Phase X" auto-continue triggers with "no user input required" emphasis

**Improved Phase Documentation**:
- Phase 1-4: Added completion criteria and validation requirements
- Each phase now has explicit TodoWrite update pattern
- Clear state transitions: completed → in_progress → execute
- Error handling rules for failed phases

**New Sections**:
- "Auto-Continue Execution Flow" - Visual execution sequence diagram
- "Critical Implementation Rules" - 4 key rules for autonomous execution
- Status-driven execution pattern with TodoList checking
- Error handling guidelines (do not continue on failure)

**TodoWrite Pattern Enhancement**:
- Added inline comments explaining each action
- Added "Auto-Continue Logic" explanation
- Shows complete lifecycle from initialize to completion
- Includes FIRST/NEXT/FINAL action annotations

**Benefits**:
- Clear autonomous execution expectations
- No ambiguity about when to continue phases
- Explicit validation criteria for each phase
- Better error handling guidance
- Consistent with auto-parallel.md orchestrator pattern

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 20:02:44 +08:00
catlog22
aa372a8fd5 docs: correct CHANGELOG.md for v5.2.0 - highlight /memory:skill-memory command
- Update v5.2.0 focus from /memory:docs to /memory:skill-memory (actual new feature)
- Add comprehensive 4-phase orchestrator workflow description
- Document progressive loading levels (Level 0-3, 2K-40K tokens)
- Include path mirroring strategy and SKILL package structure
- Highlight /memory:docs enhancements as secondary improvements
- Add usage examples and output format

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 17:42:00 +08:00
catlog22
fd16a238fd docs: update CHANGELOG.md for v5.2.0 with /memory:docs command details
- Emphasize new command introduction rather than optimization
- Add comprehensive feature descriptions and workflow phases
- Include task grouping algorithm details and examples
- Document command parameters and integration points
- Highlight performance benefits and technical architecture

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-03 17:34:58 +08:00
4 changed files with 601 additions and 2573 deletions

View File

@@ -11,9 +11,9 @@ Lightweight planner that analyzes project structure, decomposes documentation wo
**Execution Strategy**:
- **Dynamic Task Grouping**: Level 1 tasks grouped by top-level directories with document count limit
- **Primary constraint**: Each task generates ≤7 documents (API.md + README.md count)
- **Primary constraint**: Each task generates ≤10 documents (API.md + README.md count)
- **Optimization goal**: Prefer grouping 2 top-level directories per task for context sharing
- **Conflict resolution**: If 2 dirs exceed 7 docs, reduce to 1 dir/task; if 1 dir exceeds 7 docs, split by subdirectories
- **Conflict resolution**: If 2 dirs exceed 10 docs, reduce to 1 dir/task; if 1 dir exceeds 10 docs, split by subdirectories
- **Context benefit**: Same-task directories analyzed together via single Gemini call
- **Parallel Execution**: Multiple Level 1 tasks execute concurrently for faster completion
- **Pre-computed Analysis**: Phase 2 performs unified analysis once, stored in `.process/` for reuse
@@ -140,42 +140,42 @@ bash(cat .workflow/WFS-docs-{timestamp}/.process/phase2-analysis.json | jq '.exi
**Task Hierarchy** (Dynamic based on document count):
```
Small Projects (total ≤7 docs):
Small Projects (total ≤10 docs):
Level 1: IMPL-001 (all directories in single task, shared context)
Level 2: IMPL-002 (README, full mode only)
Level 3: IMPL-003 (ARCHITECTURE+EXAMPLES), IMPL-004 (HTTP API, optional)
Medium Projects (Example: 7 top-level dirs, 12 total docs):
Medium Projects (Example: 7 top-level dirs, 18 total docs):
Step 1: Count docs per top-level dir
├─ dir1: 2 docs, dir2: 3 docs → Group 1 (5 docs)
├─ dir3: 4 docs, dir4: 2 docs → Group 2 (6 docs)
├─ dir5: 1 doc → Group 3 (1 doc, can add more)
├─ dir1: 3 docs, dir2: 4 docs → Group 1 (7 docs)
├─ dir3: 5 docs, dir4: 3 docs → Group 2 (8 docs)
├─ dir5: 2 docs → Group 3 (2 docs, can add more)
Step 2: Create tasks with ≤7 docs constraint
Step 2: Create tasks with ≤10 docs constraint
Level 1: IMPL-001 to IMPL-003 (parallel groups)
├─ IMPL-001: Group 1 (dir1 + dir2, 5 docs, shared context)
├─ IMPL-002: Group 2 (dir3 + dir4, 6 docs, shared context)
└─ IMPL-003: Group 3 (remaining dirs, ≤7 docs)
├─ IMPL-001: Group 1 (dir1 + dir2, 7 docs, shared context)
├─ IMPL-002: Group 2 (dir3 + dir4, 8 docs, shared context)
└─ IMPL-003: Group 3 (remaining dirs, ≤10 docs)
Level 2: IMPL-004 (README, depends on Level 1, full mode only)
Level 3: IMPL-005 (ARCHITECTURE+EXAMPLES), IMPL-006 (HTTP API, optional)
Large Projects (single dir >7 docs):
Large Projects (single dir >10 docs):
Step 1: Detect oversized directory
└─ src/modules/: 12 subdirs → 24 docs (exceeds limit)
└─ src/modules/: 15 subdirs → 30 docs (exceeds limit)
Step 2: Split by subdirectories
Level 1: IMPL-001 to IMPL-004 (split oversized dir)
├─ IMPL-001: src/modules/ subdirs 1-3 (6 docs)
├─ IMPL-002: src/modules/ subdirs 4-6 (6 docs)
└─ IMPL-003: src/modules/ subdirs 7-12 (12 docs) → further split
Level 1: IMPL-001 to IMPL-003 (split oversized dir)
├─ IMPL-001: src/modules/ subdirs 1-5 (10 docs)
├─ IMPL-002: src/modules/ subdirs 6-10 (10 docs)
└─ IMPL-003: src/modules/ subdirs 11-15 (10 docs)
```
**Grouping Algorithm**:
1. Count total docs for each top-level directory
2. Try grouping 2 directories (optimization for context sharing)
3. If group exceeds 7 docs, split to 1 dir/task
4. If single dir exceeds 7 docs, split by subdirectories
5. Create parallel Level 1 tasks with ≤7 docs each
3. If group exceeds 10 docs, split to 1 dir/task
4. If single dir exceeds 10 docs, split by subdirectories
5. Create parallel Level 1 tasks with ≤10 docs each
**Benefits**: Parallel execution, failure isolation, progress visibility, context sharing, document count control.
@@ -196,11 +196,11 @@ bash(grep -r "router\.|@Get\|@Post" src/ 2>/dev/null && echo "API_FOUND" || echo
1. Count documents for each top-level directory (from folder_analysis):
- Code folders: 2 docs each (API.md + README.md)
- Navigation folders: 1 doc each (README.md only)
2. Apply grouping algorithm with ≤7 docs constraint:
2. Apply grouping algorithm with ≤10 docs constraint:
- Try grouping 2 directories, calculate total docs
- If total ≤7 docs: create group
- If total >7 docs: split to 1 dir/group or subdivide
- If single dir >7 docs: split by subdirectories
- If total ≤10 docs: create group
- If total >10 docs: split to 1 dir/group or subdivide
- If single dir >10 docs: split by subdirectories
3. Use **Edit tool** to update `phase2-analysis.json` adding groups field:
```json
"groups": {

View File

@@ -0,0 +1,132 @@
---
name: load-skill-memory
description: Manually activate specified SKILL package and load documentation based on task intent
argument-hint: "<skill_name> \"task intent description\""
allowed-tools: Bash(*), Read(*), Skill(*)
---
# Memory Load SKILL Command (/memory:load-skill-memory)
## 1. Overview
The `memory:load-skill-memory` command **manually activates a specified SKILL package** and intelligently loads documentation based on user's task intent. The system automatically determines which documentation files to read based on the intent description.
**Core Philosophy**:
- **Manual Activation**: User explicitly specifies which SKILL to activate
- **Intent-Driven Loading**: System analyzes task intent to determine documentation scope
- **Intelligent Selection**: Automatically chooses appropriate documentation level and modules
- **Direct Context Loading**: Loads selected documentation into conversation memory
**When to Use**:
- Manually activate a known SKILL package for a specific task
- Load SKILL context when system hasn't auto-triggered it
- Force reload SKILL documentation with specific intent focus
**Note**: Normal SKILL activation happens automatically via description triggers. Use this command only when manual activation is needed.
## 2. Parameters
- `<skill_name>` (Required): Name of SKILL package to activate
- Example: `hydro_generator_module`, `Claude_dms3`
- Must match directory name under `.claude/skills/`
- `"task intent description"` (Required): Description of what you want to do
- **Analysis tasks**: "分析builder pattern实现", "理解参数系统架构"
- **Modification tasks**: "修改workflow逻辑", "增强thermal template功能"
- **Learning tasks**: "学习接口设计模式", "了解测试框架使用"
## 3. Execution Flow
### Step 1: Activate SKILL and Analyze Intent
**Activate SKILL Package**:
```javascript
Skill(command: "${skill_name}")
```
**What Happens After Activation**:
1. If SKILL exists in memory: System reads `.claude/skills/${skill_name}/SKILL.md`
2. If SKILL not found in memory: Error - SKILL package doesn't exist
3. SKILL description triggers are loaded into memory
4. Progressive loading mechanism becomes available
5. Documentation structure is now accessible
**Intent Analysis**:
Based on task intent description, system determines:
- **Action type**: analyzing, modifying, learning
- **Scope**: specific module, architecture overview, complete system
- **Depth**: quick reference, detailed API, full documentation
### Step 2: Intelligent Documentation Loading
**Loading Strategy**:
The system automatically selects documentation based on intent keywords:
1. **Quick Understanding** ("了解", "快速理解", "什么是"):
- Load: Level 0 (README.md only, ~2K tokens)
- Use case: Quick overview of capabilities
2. **Specific Module Analysis** ("分析XXX模块", "理解XXX实现"):
- Load: Module-specific README.md + API.md (~5K tokens)
- Use case: Deep dive into specific component
3. **Architecture Review** ("架构", "设计模式", "整体结构"):
- Load: README.md + ARCHITECTURE.md (~10K tokens)
- Use case: System design understanding
4. **Implementation/Modification** ("修改", "增强", "实现"):
- Load: Relevant module docs + EXAMPLES.md (~15K tokens)
- Use case: Code modification with examples
5. **Comprehensive Learning** ("学习", "完整了解", "深入理解"):
- Load: Level 3 (All documentation, ~40K tokens)
- Use case: Complete system mastery
**Documentation Loaded into Memory**:
After loading, the selected documentation content is available in conversation memory for subsequent operations.
## 4. Usage Example
**User Command**:
```bash
/memory:load-skill-memory my_project "修改认证模块增加OAuth支持"
```
**Execution**:
```javascript
// Step 1: Activate SKILL
Skill(command: "my_project")
// Intent Analysis
Keywords: ["修改", "认证模块", "增加", "OAuth"]
Action: modifying (implementation)
Scope: auth module + examples
// Step 2: Load documentation based on intent
Read(.workflow/docs/my_project/auth/README.md)
Read(.workflow/docs/my_project/auth/API.md)
Read(.workflow/docs/my_project/EXAMPLES.md)
```
## 5. Intent Keyword Mapping
**Quick Reference**:
- **Triggers**: "了解", "快速", "什么是", "简介"
- **Loads**: README.md only (~2K)
**Module-Specific**:
- **Triggers**: "XXX模块", "XXX组件", "分析XXX"
- **Loads**: Module README + API (~5K)
**Architecture**:
- **Triggers**: "架构", "设计", "整体结构", "系统设计"
- **Loads**: README + ARCHITECTURE (~10K)
**Implementation**:
- **Triggers**: "修改", "增强", "实现", "开发", "集成"
- **Loads**: Relevant module + EXAMPLES (~15K)
**Comprehensive**:
- **Triggers**: "完整", "深入", "全面", "学习整个"
- **Loads**: All documentation (~40K)

View File

@@ -11,28 +11,36 @@ allowed-tools: SlashCommand(*), TodoWrite(*), Bash(*), Read(*), Write(*)
**This command is a pure orchestrator**: Execute documentation generation workflow, then generate SKILL.md index. Does NOT create task JSON files.
**Execution Model - 4-Phase Workflow**:
**Execution Model - Auto-Continue Workflow**:
This workflow runs **fully autonomously** once triggered. Each phase completes and automatically triggers the next phase.
1. **User triggers**: `/memory:skill-memory [path] [options]`
2. **Phase 1**: Parse arguments and prepare → Auto-continues
3. **Phase 2**: Call `/memory:docs` to plan documentation → Auto-continues
4. **Phase 3**: Call `/workflow:execute` to generate docs → Auto-continues
5. **Phase 4**: Generate SKILL.md index → Reports completion
2. **Phase 1 executes** Parse arguments and prepare → Auto-continues
3. **Phase 2 executes** Call `/memory:docs` to plan documentation → Auto-continues
4. **Phase 3 executes** Call `/workflow:execute` to generate docs → Auto-continues
5. **Phase 4 executes** Generate SKILL.md index → Reports completion
**Auto-Continue Mechanism**:
- TodoList tracks current phase status
- After each phase completion, automatically executes next phase
- TodoList tracks current phase status (in_progress/completed)
- After each phase completion, check TodoList and automatically execute next pending phase
- All phases run autonomously without user interaction
- Progress updates shown at each phase
- Progress updates shown at each phase for visibility
- Each phase MUST update TodoWrite before triggering next phase
## Core Rules
1. **Start Immediately**: First action is TodoWrite initialization, second action is Phase 1 execution
2. **No Task JSON**: This command does not create task JSON files - delegates to /memory:docs
3. **Parse Every Output**: Extract required data from each command output
4. **Auto-Continue via TodoList**: Check TodoList status to execute next phase automatically
5. **Track Progress**: Update TodoWrite after every phase completion
3. **Parse Every Output**: Extract required data from each command output (session_id, task_count, file paths)
4. **Auto-Continue via TodoList**: After completing each phase:
- Update TodoWrite to mark current phase completed
- Mark next phase as in_progress
- Immediately execute next phase (no waiting for user input)
- Check TodoList to identify next pending phase automatically
5. **Track Progress**: Update TodoWrite after EVERY phase completion before starting next phase
6. **Direct Generation**: Phase 4 directly generates SKILL.md using Write tool
7. **No Manual Steps**: User should never be prompted for decisions between phases - fully autonomous execution
## 4-Phase Execution
@@ -79,13 +87,24 @@ bash(find .workflow/docs/my_project -name "*.md" 2>/dev/null | wc -l || echo 0)
- `docs_exists`: `exists` or `not_exists`
- `existing_docs`: `5` (or `0` if no docs)
**Step 4: Handle --regenerate Flag (If Specified)**
```bash
# If user specified --regenerate, delete existing docs directory
bash(rm -rf .workflow/docs/my_project 2>/dev/null || true)
**Step 4: Determine Execution Path**
# Verify deletion
bash(test -d .workflow/docs/my_project && echo "still_exists" || echo "deleted")
**Decision Logic**:
```javascript
if (existing_docs > 0 && !regenerate_flag) {
// Documentation exists and no regenerate flag
SKIP_DOCS_GENERATION = true
message = "Documentation already exists, skipping Phase 2 and Phase 3. Use --regenerate to force regeneration."
} else if (regenerate_flag) {
// Force regeneration: delete existing docs
bash(rm -rf .workflow/docs/my_project 2>/dev/null || true)
SKIP_DOCS_GENERATION = false
message = "Regenerating documentation from scratch."
} else {
// No existing docs
SKIP_DOCS_GENERATION = false
message = "No existing documentation found, generating new documentation."
}
```
**Summary**:
@@ -96,16 +115,30 @@ bash(test -d .workflow/docs/my_project && echo "still_exists" || echo "deleted")
- `MODE`: `full` (default) or user-specified
- `CLI_EXECUTE`: `false` (default) or `true` if --cli-execute flag
- `REGENERATE`: `false` (default) or `true` if --regenerate flag
- `EXISTING_DOCS`: `0` (after regenerate) or actual count
- `EXISTING_DOCS`: Count of existing documentation files
- `SKIP_DOCS_GENERATION`: `true` if skipping Phase 2/3, `false` otherwise
**TodoWrite**: Mark phase 1 completed, phase 2 in_progress
**Completion Criteria**:
- All parameters extracted and validated
- Project name and paths confirmed
- Existing docs count retrieved
- Skip decision determined (SKIP_DOCS_GENERATION)
- Default values set for unspecified parameters
**After Phase 1**: Display preparation results, auto-continue to Phase 2
**TodoWrite**:
- If `SKIP_DOCS_GENERATION = true`: Mark phase 1 completed, phase 4 in_progress (skip phase 2 and 3)
- If `SKIP_DOCS_GENERATION = false`: Mark phase 1 completed, phase 2 in_progress
**After Phase 1**:
- If skipping: Display skip message → **Jump to Phase 4** (SKILL.md generation)
- If not skipping: Display preparation results → **Continue to Phase 2** (documentation planning)
---
### Phase 2: Call /memory:docs
**Note**: This phase is **skipped if SKIP_DOCS_GENERATION = true** (documentation already exists without --regenerate flag)
**Goal**: Trigger documentation generation workflow
**Command**:
@@ -131,18 +164,23 @@ SlashCommand(command="/memory:docs [targetPath] --tool [tool] --mode [mode] [--c
- Extract session ID pattern: `WFS-docs-[timestamp]` (store as `docsSessionId`)
- Extract task count (store as `taskCount`)
**Validation**:
- Session ID extracted successfully
**Completion Criteria**:
- `/memory:docs` command executed successfully
- Session ID extracted: `WFS-docs-[timestamp]`
- Task count retrieved from output
- Task files created in `.workflow/[docsSessionId]/.task/`
- workflow-session.json exists in session directory
**TodoWrite**: Mark phase 2 completed, phase 3 in_progress
**After Phase 2**: Display docs planning results, auto-continue to Phase 3
**After Phase 2**: Display docs planning results (session ID, task count) → **Automatically continue to Phase 3** (no user input required)
---
### Phase 3: Execute Documentation Generation
**Note**: This phase is **skipped if SKIP_DOCS_GENERATION = true** (documentation already exists without --regenerate flag)
**Goal**: Execute documentation generation tasks
**Command**:
@@ -152,13 +190,16 @@ SlashCommand(command="/workflow:execute")
**Note**: `/workflow:execute` automatically discovers active session from Phase 2
**Validation**:
**Completion Criteria**:
- `/workflow:execute` command executed successfully
- Documentation files generated in `.workflow/docs/[projectName]/`
- All tasks completed successfully
- All tasks marked as completed in session
- At minimum, module documentation files exist (API.md and/or README.md)
- For full mode: Project README, ARCHITECTURE, EXAMPLES files generated
**TodoWrite**: Mark phase 3 completed, phase 4 in_progress
**After Phase 3**: Display execution results, auto-continue to Phase 4
**After Phase 3**: Display execution results (file count, module count) → **Automatically continue to Phase 4** (no user input required)
---
@@ -177,8 +218,18 @@ bash(find .workflow/docs/{project_name} -name "*.md" | sed 's|.workflow/docs/{pr
Extract from README + structure: Function (capabilities), Modules (names), Keywords (API/CLI/auth/etc.)
**Format**: `{Function}. Use when {trigger conditions}.`
**Example**: "Workflow management with CLI tools. Use when working with workflow orchestration or docs generation."
**Format**: `{Project} {core capabilities} (located at {project_path}). Load this SKILL when analyzing, modifying, or learning about {domain_description} or files under this path, especially when no relevant context exists in memory.`
**Path Reference**: Use `TARGET_PATH` from Phase 1 for precise location identification.
**Domain Description**: Extract human-readable domain/feature area from README (e.g., "workflow management", "thermal modeling"), NOT the technical project_name.
**Trigger Optimization**:
- Include project path to improve triggering when users mention specific directories or file locations
- Emphasize "especially when no relevant context exists in memory" to prioritize SKILL as primary context source
- Cover three key actions: analyzing (分析), modifying (修改), learning (了解)
**Example**: "Workflow orchestration system with CLI tools and documentation generation (located at /d/Claude_dms3). Load this SKILL when analyzing, modifying, or learning about workflow management or files under this path, especially when no relevant context exists in memory."
**Step 4: Write SKILL.md** (Use Write tool)
```bash
@@ -194,21 +245,30 @@ version: 1.0.0
---
# {Project Name} SKILL Package
## Documentation: `../../.workflow/docs/{project_name}/`
## Documentation: `../../../.workflow/docs/{project_name}/`
## Progressive Loading
### Level 0: Quick Start (~2K)
- [README](../../.workflow/docs/{project_name}/README.md)
- [README](../../../.workflow/docs/{project_name}/README.md)
### Level 1: Core Modules (~8K)
{Module READMEs}
### Level 2: Complete (~25K)
All modules + [Architecture](../../.workflow/docs/{project_name}/ARCHITECTURE.md)
All modules + [Architecture](../../../.workflow/docs/{project_name}/ARCHITECTURE.md)
### Level 3: Deep Dive (~40K)
Everything + [Examples](../../.workflow/docs/{project_name}/EXAMPLES.md)
Everything + [Examples](../../../.workflow/docs/{project_name}/EXAMPLES.md)
```
**Completion Criteria**:
- SKILL.md file created at `.claude/skills/{project_name}/SKILL.md`
- Intelligent description generated from documentation
- Progressive loading levels (0-3) properly structured
- Module index includes all documented modules
- All file references use relative paths
**TodoWrite**: Mark phase 4 completed
**After Phase 4**: Workflow complete → **Report final summary to user**
**Return to User**:
```
✅ SKILL Package Generation Complete
@@ -233,40 +293,172 @@ Usage:
## TodoWrite Pattern
**Auto-Continue Logic**: After updating TodoWrite at end of each phase, immediately check for next pending task and execute it.
**Two Execution Paths**:
1. **Full Path**: All 4 phases (no existing docs or --regenerate specified)
2. **Skip Path**: Phase 1 → Phase 4 (existing docs found, no --regenerate)
### Full Path (SKIP_DOCS_GENERATION = false)
```javascript
// Initialize (before Phase 1)
// FIRST ACTION: Create TodoList with all 4 phases
TodoWrite({todos: [
{"content": "Parse arguments and prepare", "status": "in_progress", "activeForm": "Parsing arguments"},
{"content": "Call /memory:docs to plan documentation", "status": "pending", "activeForm": "Calling /memory:docs"},
{"content": "Execute documentation generation", "status": "pending", "activeForm": "Executing documentation"},
{"content": "Generate SKILL.md index", "status": "pending", "activeForm": "Generating SKILL.md"}
]})
// SECOND ACTION: Execute Phase 1 immediately
// After Phase 1
// After Phase 1 completes (SKIP_DOCS_GENERATION = false)
// Update TodoWrite: Mark Phase 1 completed, Phase 2 in_progress
TodoWrite({todos: [
{"content": "Parse arguments and prepare", "status": "completed", "activeForm": "Parsing arguments"},
{"content": "Call /memory:docs to plan documentation", "status": "in_progress", "activeForm": "Calling /memory:docs"},
{"content": "Execute documentation generation", "status": "pending", "activeForm": "Executing documentation"},
{"content": "Generate SKILL.md index", "status": "pending", "activeForm": "Generating SKILL.md"}
]})
// NEXT ACTION: Auto-continue to Phase 2 (execute /memory:docs command)
// After Phase 2
// After Phase 2 completes
// Update TodoWrite: Mark Phase 2 completed, Phase 3 in_progress
TodoWrite({todos: [
{"content": "Parse arguments and prepare", "status": "completed", "activeForm": "Parsing arguments"},
{"content": "Call /memory:docs to plan documentation", "status": "completed", "activeForm": "Calling /memory:docs"},
{"content": "Execute documentation generation", "status": "in_progress", "activeForm": "Executing documentation"},
{"content": "Generate SKILL.md index", "status": "pending", "activeForm": "Generating SKILL.md"}
]})
// NEXT ACTION: Auto-continue to Phase 3 (execute /workflow:execute command)
// After Phase 3
// After Phase 3 completes
// Update TodoWrite: Mark Phase 3 completed, Phase 4 in_progress
TodoWrite({todos: [
{"content": "Parse arguments and prepare", "status": "completed", "activeForm": "Parsing arguments"},
{"content": "Call /memory:docs to plan documentation", "status": "completed", "activeForm": "Calling /memory:docs"},
{"content": "Execute documentation generation", "status": "completed", "activeForm": "Executing documentation"},
{"content": "Generate SKILL.md index", "status": "in_progress", "activeForm": "Generating SKILL.md"}
]})
// NEXT ACTION: Auto-continue to Phase 4 (generate SKILL.md)
// After Phase 4 completes
// Update TodoWrite: Mark Phase 4 completed
TodoWrite({todos: [
{"content": "Parse arguments and prepare", "status": "completed", "activeForm": "Parsing arguments"},
{"content": "Call /memory:docs to plan documentation", "status": "completed", "activeForm": "Calling /memory:docs"},
{"content": "Execute documentation generation", "status": "completed", "activeForm": "Executing documentation"},
{"content": "Generate SKILL.md index", "status": "completed", "activeForm": "Generating SKILL.md"}
]})
// FINAL ACTION: Report completion summary to user
```
### Skip Path (SKIP_DOCS_GENERATION = true)
**Note**: Phase 4 (SKILL.md generation) is **NEVER skipped** - it always runs to generate or update the SKILL index.
```javascript
// Initialize (before Phase 1)
// FIRST ACTION: Create TodoList with all 4 phases (same as Full Path)
TodoWrite({todos: [
{"content": "Parse arguments and prepare", "status": "in_progress", "activeForm": "Parsing arguments"},
{"content": "Call /memory:docs to plan documentation", "status": "pending", "activeForm": "Calling /memory:docs"},
{"content": "Execute documentation generation", "status": "pending", "activeForm": "Executing documentation"},
{"content": "Generate SKILL.md index", "status": "pending", "activeForm": "Generating SKILL.md"}
]})
// SECOND ACTION: Execute Phase 1 immediately
// After Phase 1 completes (SKIP_DOCS_GENERATION = true)
// Update TodoWrite: Mark Phase 1 completed, Phase 2&3 skipped, Phase 4 in_progress
TodoWrite({todos: [
{"content": "Parse arguments and prepare", "status": "completed", "activeForm": "Parsing arguments"},
{"content": "Call /memory:docs to plan documentation", "status": "completed", "activeForm": "Calling /memory:docs"},
{"content": "Execute documentation generation", "status": "completed", "activeForm": "Executing documentation"},
{"content": "Generate SKILL.md index", "status": "in_progress", "activeForm": "Generating SKILL.md"}
]})
// Display skip message: "Documentation already exists, skipping Phase 2 and Phase 3. Use --regenerate to force regeneration."
// NEXT ACTION: Jump directly to Phase 4 (generate SKILL.md)
// After Phase 4 completes
// Update TodoWrite: Mark Phase 4 completed
TodoWrite({todos: [
{"content": "Parse arguments and prepare", "status": "completed", "activeForm": "Parsing arguments"},
{"content": "Call /memory:docs to plan documentation", "status": "completed", "activeForm": "Calling /memory:docs"},
{"content": "Execute documentation generation", "status": "completed", "activeForm": "Executing documentation"},
{"content": "Generate SKILL.md index", "status": "completed", "activeForm": "Generating SKILL.md"}
]})
// FINAL ACTION: Report completion summary to user
```
## Auto-Continue Execution Flow
**Critical Implementation 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. **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
4. **Phase Completion Pattern**:
```
Phase N completes → Update TodoWrite (N=completed, N+1=in_progress) → Execute Phase N+1
```
**Execution Sequence**:
**Full Path** (no existing docs OR --regenerate specified):
```
User triggers command
[TodoWrite] Initialize 4 phases (Phase 1 = in_progress)
[Execute] Phase 1: Parse arguments
[TodoWrite] Phase 1 = completed, Phase 2 = in_progress
[Execute] Phase 2: Call /memory:docs
[TodoWrite] Phase 2 = completed, Phase 3 = in_progress
[Execute] Phase 3: Call /workflow:execute
[TodoWrite] Phase 3 = completed, Phase 4 = in_progress
[Execute] Phase 4: Generate SKILL.md
[TodoWrite] Phase 4 = completed
[Report] Display completion summary
```
**Skip Path** (existing docs found AND no --regenerate flag):
```
User triggers command
[TodoWrite] Initialize 4 phases (Phase 1 = in_progress)
[Execute] Phase 1: Parse arguments, detect existing docs
[TodoWrite] Phase 1 = completed, Phase 2&3 = completed (skipped), Phase 4 = in_progress
[Display] Skip message: "Documentation already exists, skipping Phase 2 and Phase 3"
[Execute] Phase 4: Generate SKILL.md (always runs)
[TodoWrite] Phase 4 = completed
[Report] Display completion summary
```
**Note**: Phase 4 (SKILL.md generation) is **NEVER skipped** - it always executes to generate or update the index file.
**Error Handling**:
- If any phase fails, mark it as "in_progress" (not completed)
- Report error details to user
- Do NOT auto-continue to next phase on failure
---
## Parameters
```bash
@@ -309,8 +501,8 @@ TodoWrite({todos: [
```
**Workflow**:
1. Phase 1: Parses target path, detects regenerate flag
2. Phase 2: Calls `/memory:docs /d/my_app --tool qwen --mode full` (regenerate handled in Phase 1)
1. Phase 1: Parses target path, detects regenerate flag, deletes existing docs
2. Phase 2: Calls `/memory:docs /d/my_app --tool qwen --mode full`
3. Phase 3: Executes documentation regeneration
4. Phase 4: Generates updated SKILL.md

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