From 8a9bc7a21098b23b738af97180663bb9d70e1286 Mon Sep 17 00:00:00 2001 From: catlog22 Date: Mon, 3 Nov 2025 21:38:42 +0800 Subject: [PATCH] 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 --- .claude/commands/memory/load-skill-memory.md | 206 ++++++++----------- 1 file changed, 86 insertions(+), 120 deletions(-) diff --git a/.claude/commands/memory/load-skill-memory.md b/.claude/commands/memory/load-skill-memory.md index 51bc1368..67410e95 100644 --- a/.claude/commands/memory/load-skill-memory.md +++ b/.claude/commands/memory/load-skill-memory.md @@ -28,7 +28,7 @@ The `memory:load-skill-memory` command **automatically discovers and activates** - **File path**: "D:\dongdiankaifa9\hydro_generator_module\builders\base.py" - **Domain keywords**: "thermal modeling", "workflow management", "multi-physics" -## 3. Three-Step Execution Flow +## 3. Execution Flow ### Step 1: Discover Available SKILLs @@ -78,7 +78,7 @@ hydro_generator_module SKILL: - Path match: No - Keywords: "热模型"(1), "builder"(1), "实现"(1) = 3 points - Action match: "analyzing"(1) = 1 point -- Total: 4 points ✅ Winner +- Total: 4 points [Winner] Claude_dms3 SKILL: - Path match: No @@ -89,7 +89,7 @@ Claude_dms3 SKILL: **No Match Handling**: ``` -⚠️ No matching SKILL found for: "{task_description}" +[Warning] No matching SKILL found for: "{task_description}" Available SKILLs: - hydro_generator_module - Hydro-generator thermal modeling @@ -100,12 +100,20 @@ Generate SKILL for your project: /memory:skill-memory [path] ### Step 3: Activate Matched SKILL -**Activate Best Match**: +**Validation and Activation**: ```javascript +// Validate SKILL existence +skill_path = `.claude/skills/${skill_name}/SKILL.md` +if (!exists(skill_path)) { + list_available_skills() + return error_message +} + +// Activate SKILL Skill(command: "{matched_skill_name}") ``` -**What Happens**: +**What Happens After Activation**: 1. System reads `.claude/skills/{matched_skill_name}/SKILL.md` 2. Automatically loads appropriate documentation based on: - SKILL description triggers (analyzing, modifying, learning) @@ -116,30 +124,42 @@ Skill(command: "{matched_skill_name}") **Confirmation Output**: ``` -✅ Matched and activated SKILL: {matched_skill_name} -🎯 Match reason: {path/keyword/action match} -📦 Location: {project_path} -💡 Context loaded for: {domain_description} +[OK] Matched and activated SKILL: {matched_skill_name} +Match reason: {path/keyword/action match} +Location: {project_path} +Context loaded for: {domain_description} ``` -## 4. Output Format +## 4. Matching Strategy -**Success Output**: -``` -✅ Activated SKILL: {skill_name} +**SKILL Trigger Patterns**: -📦 SKILL Package Information: -- Location: {project_path} -- Description: {description from SKILL.md} -- Documentation: .workflow/docs/{skill_name}/ +The SKILL.md description includes trigger patterns that automatically activate when: -💡 Context loaded automatically by SKILL system based on: -- Current task requirements -- Conversation memory gaps -- SKILL description triggers +1. **Keyword Matching**: + - User mentions domain keywords (e.g., "热模型", "workflow", "多物理场") + - Description keywords match task requirements -🎯 Ready for: analyzing, modifying, or learning about {domain_description} -``` +2. **Action Detection**: + - "analyzing" triggers for analysis tasks + - "modifying" triggers for code modification + - "learning" triggers for exploration + +3. **Memory Gap Detection**: + - "especially when no relevant context exists in memory" + - System prioritizes SKILL loading when conversation lacks context + +4. **Path-Based Triggering**: + - User mentions file paths matching SKILL location + - "files under this path" clause activates + +**Progressive Loading (Automatic)**: +- Level 0: ~2K tokens (Quick overview) +- Level 1: ~10K tokens (Core modules) +- Level 2: ~25K tokens (Complete system) +- Level 3: ~40K tokens (Full documentation) + +System automatically selects appropriate level based on task complexity and context requirements. ## 5. Usage Examples @@ -175,10 +195,10 @@ Skill(command: "hydro_generator_module") **Output**: ``` -✅ Matched and activated SKILL: hydro_generator_module -🎯 Match reason: Keywords ["thermal", "builder"] + Action ["analyzing"] -📦 Location: D:\dongdiankaifa9\hydro_generator_module -💡 Context loaded for: hydro-generator thermal modeling +[OK] Matched and activated SKILL: hydro_generator_module +Match reason: Keywords ["thermal", "builder"] + Action ["analyzing"] +Location: D:\dongdiankaifa9\hydro_generator_module +Context loaded for: hydro-generator thermal modeling ``` ### Example 2: Path-Based Discovery (Direct Path Match) @@ -197,8 +217,8 @@ bash(ls -1 .claude/skills/) Path extracted: "D:\dongdiankaifa9\hydro_generator_module" Matching: -- hydro_generator_module location: "D:\dongdiankaifa9\hydro_generator_module" ✅ Exact match -- Claude_dms3 location: "D:\Claude_dms3" ❌ No match +- hydro_generator_module location: "D:\dongdiankaifa9\hydro_generator_module" [Exact match] +- Claude_dms3 location: "D:\Claude_dms3" [No match] Best match: hydro_generator_module (path match - highest priority) @@ -208,10 +228,10 @@ Skill(command: "hydro_generator_module") **Output**: ``` -✅ Matched and activated SKILL: hydro_generator_module -🎯 Match reason: Path match (D:\dongdiankaifa9\hydro_generator_module) -📦 Location: D:\dongdiankaifa9\hydro_generator_module -💡 Context loaded for: hydro-generator thermal modeling +[OK] Matched and activated SKILL: hydro_generator_module +Match reason: Path match (D:\dongdiankaifa9\hydro_generator_module) +Location: D:\dongdiankaifa9\hydro_generator_module +Context loaded for: hydro-generator thermal modeling ``` ### Example 3: Domain Keyword Discovery @@ -241,95 +261,17 @@ Skill(command: "Claude_dms3") **Output**: ``` -✅ Matched and activated SKILL: Claude_dms3 -🎯 Match reason: Keywords ["workflow", "docs"] + Action ["modifying"] -📦 Location: D:\Claude_dms3 -💡 Context loaded for: workflow orchestration and documentation +[OK] Matched and activated SKILL: Claude_dms3 +Match reason: Keywords ["workflow", "docs"] + Action ["modifying"] +Location: D:\Claude_dms3 +Context loaded for: workflow orchestration and documentation ``` -## 6. SKILL Trigger Mechanism +## 6. Integration & Token Optimization -**How SKILL System Determines Context Loading**: +### Workflow Integration -The SKILL.md description includes trigger patterns that automatically activate when: - -1. **Keyword Matching**: - - User mentions domain keywords (e.g., "热模型", "workflow", "多物理场") - - Description keywords match task requirements - -2. **Action Detection**: - - "analyzing" triggers for analysis tasks - - "modifying" triggers for code modification - - "learning" triggers for exploration - -3. **Memory Gap Detection**: - - "especially when no relevant context exists in memory" - - System prioritizes SKILL loading when conversation lacks context - -4. **Path-Based Triggering**: - - User mentions file paths matching SKILL location - - "files under this path" clause activates - -**Progressive Loading (Automatic)**: -- Level 0: ~2K tokens (Quick overview) -- Level 1: ~10K tokens (Core modules) -- Level 2: ~25K tokens (Complete system) -- Level 3: ~40K tokens (Full documentation) - -System automatically selects appropriate level based on task complexity and context requirements. - -## 7. Implementation Steps - -**Execution Logic**: - -```javascript -// Step 1: Validate SKILL existence -skill_path = `.claude/skills/${skill_name}/SKILL.md` -if (!exists(skill_path)) { - list_available_skills() - return error_message -} - -// Step 2: Activate SKILL -Skill(command: skill_name) - -// Step 3: System handles automatically -// - Reads SKILL.md description -// - Matches triggers with task context -// - Loads appropriate documentation level -// - Injects context into conversation memory - -// Step 4: Confirm activation -output_success_message(skill_name, project_path, description) -``` - -## 8. Error Handling - -### SKILL Not Found -``` -❌ SKILL 'unknown_module' not found. - -Available SKILLs: -- hydro_generator_module (D:\dongdiankaifa9\hydro_generator_module) -- Claude_dms3 (D:\Claude_dms3) - -Activate SKILL: Skill(command: "skill_name") -Generate new SKILL: /memory:skill-memory [path] -``` - -### Documentation Missing -``` -⚠️ SKILL 'hydro_generator_module' exists but documentation incomplete. - -Missing files: -- .workflow/docs/hydro_generator_module/ARCHITECTURE.md - -Regenerate documentation: /memory:skill-memory --regenerate -``` - -## 9. Integration with Other Commands - -**Workflow Integration**: +**Using SKILL Context for Planning**: ```javascript // 1. Activate SKILL context Skill(command: "hydro_generator_module") @@ -348,7 +290,7 @@ Skill(command: "hydro_generator_module") // System automatically detects changes and loads updated documentation ``` -## 10. Token Optimization Strategy +### Token Optimization Strategy **Automatic Progressive Loading**: The SKILL system automatically handles token optimization: @@ -369,7 +311,31 @@ The SKILL system automatically handles token optimization: - Efficient memory usage - Automatic reload when context insufficient -## 11. Notes +## 7. Error Handling + +### SKILL Not Found +``` +[Error] SKILL 'unknown_module' not found. + +Available SKILLs: +- hydro_generator_module (D:\dongdiankaifa9\hydro_generator_module) +- Claude_dms3 (D:\Claude_dms3) + +Activate SKILL: Skill(command: "skill_name") +Generate new SKILL: /memory:skill-memory [path] +``` + +### Documentation Missing +``` +[Warning] SKILL 'hydro_generator_module' exists but documentation incomplete. + +Missing files: +- .workflow/docs/hydro_generator_module/ARCHITECTURE.md + +Regenerate documentation: /memory:skill-memory --regenerate +``` + +## 8. Notes - **Validation First**: Always checks SKILL existence before activation - **Automatic Loading**: Skill tool handles all documentation reading