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feat: enhance SKILL description to prioritize context loading when memory is empty

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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>
This commit is contained in:
catlog22
2025-11-03 21:06:52 +08:00
parent 2303699b33
commit aa1900a3e7
1 changed files with 6 additions and 3 deletions
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9
.claude/commands/memory/skill-memory.md
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@@ -197,15 +197,18 @@ 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**: `{Project} {core capabilities} (located at {project_path}). Load this SKILL when analyzing, working with, or learning about {domain_description} or files under this path for comprehensive context.`
**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.
**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, working with, or learning about workflow management or files under this path for comprehensive context."
**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