Agent skill
promote
Graduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement.
Install this agent skill to your Project
npx add-skill https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/auto-memory-pro/skills/promote
SKILL.md
/si:promote — Graduate Learnings to Rules
Moves a proven pattern from Claude's auto-memory into the project's rule system, where it becomes an enforced instruction rather than a background note.
Usage
/si:promote <pattern description> # Auto-detect best target
/si:promote <pattern> --target claude.md # Promote to CLAUDE.md
/si:promote <pattern> --target rules/testing.md # Promote to scoped rule
/si:promote <pattern> --target rules/api.md --paths "src/api/**/*.ts" # Scoped with paths
Workflow
Step 1: Understand the pattern
Parse the user's description. If vague, ask one clarifying question:
- "What specific behavior should Claude follow?"
- "Does this apply to all files or specific paths?"
Step 2: Find the pattern in auto-memory
# Search MEMORY.md for related entries
MEMORY_DIR="$HOME/.claude/projects/$(pwd | sed 's|/|%2F|g; s|%2F|/|; s|^/||')/memory"
grep -ni "<keywords>" "$MEMORY_DIR/MEMORY.md"
Show the matching entries and confirm they're what the user means.
Step 3: Determine the right target
| Pattern scope | Target | Example |
|---|---|---|
| Applies to entire project | ./CLAUDE.md |
"Use pnpm, not npm" |
| Applies to specific file types | .claude/rules/<topic>.md |
"API handlers need validation" |
| Applies to all your projects | ~/.claude/CLAUDE.md |
"Prefer explicit error handling" |
If the user didn't specify a target, recommend one based on scope.
Step 4: Distill into a concise rule
Transform the learning from auto-memory's note format into CLAUDE.md's instruction format:
Before (MEMORY.md — descriptive):
The project uses pnpm workspaces. When I tried npm install it failed. The lock file is pnpm-lock.yaml. Must use pnpm install for dependencies.
After (CLAUDE.md — prescriptive):
## Build & Dependencies
- Package manager: pnpm (not npm). Use `pnpm install`.
Rules for distillation:
- One line per rule when possible
- Imperative voice ("Use X", "Always Y", "Never Z")
- Include the command or example, not just the concept
- No backstory — just the instruction
Step 5: Write to target
For CLAUDE.md:
- Read existing CLAUDE.md
- Find the appropriate section (or create one)
- Append the new rule under the right heading
- If file would exceed 200 lines, suggest using
.claude/rules/instead
For .claude/rules/:
- Create the file if it doesn't exist
- Add YAML frontmatter with
pathsif scoped - Write the rule content
---
paths:
- "src/api/**/*.ts"
- "tests/api/**/*"
---
# API Development Rules
- All endpoints must validate input with Zod schemas
- Use `ApiError` class for error responses (not raw Error)
- Include OpenAPI JSDoc comments on handler functions
Step 6: Clean up auto-memory
After promoting, remove or mark the original entry in MEMORY.md:
# Show what will be removed
grep -n "<pattern>" "$MEMORY_DIR/MEMORY.md"
Ask the user to confirm removal. Then edit MEMORY.md to remove the promoted entry. This frees space for new learnings.
Step 7: Confirm
✅ Promoted to {{target}}
Rule: "{{distilled rule}}"
Source: MEMORY.md line {{n}} (removed)
MEMORY.md: {{lines}}/200 lines remaining
The pattern is now an enforced instruction. Claude will follow it in all future sessions.
Promotion Decision Guide
Promote when:
- Pattern appeared 3+ times in auto-memory
- You corrected Claude about it more than once
- It's a project convention that any contributor should know
- It prevents a recurring mistake
Don't promote when:
- It's a one-time debugging note (leave in auto-memory)
- It's session-specific context (session memory handles this)
- It might change soon (e.g., during a migration)
- It's already covered by existing rules
CLAUDE.md vs .claude/rules/
| Use CLAUDE.md for | Use .claude/rules/ for |
|---|---|
| Global project rules | File-type-specific patterns |
| Build commands | Testing conventions |
| Architecture decisions | API design rules |
| Team conventions | Framework-specific gotchas |
Tips
- Keep CLAUDE.md under 200 lines — use rules/ for overflow
- One rule per line is easier to maintain than paragraphs
- Include the concrete command, not just the concept
- Review promoted rules quarterly — remove what's no longer relevant
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