engineering-team/self-improving-agent/skills/promote/SKILL.md
Graduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement.
npx skillsauth add alirezarezvani/claude-skills promoteInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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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.
/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
Parse the user's description. If vague, ask one clarifying question:
# Search MEMORY.md for related entries
MEMORY_DIR="$HOME/.claude/projects/$(pwd | sed 's|/|%2F|g; s|%2F|/|; s|^/||')/memory"
grep -ni "<keywords>" "$MEMORY_DIR/MEMORY.md"
Show the matching entries and confirm they're what the user means.
| Pattern scope | Target | Example |
|---|---|---|
| Applies to entire project | ./CLAUDE.md | "Use pnpm, not npm" |
| Applies to specific file types | .claude/rules/<topic>.md | "API handlers need validation" |
| Applies to all your projects | ~/.claude/CLAUDE.md | "Prefer explicit error handling" |
If the user didn't specify a target, recommend one based on scope.
Transform the learning from auto-memory's note format into CLAUDE.md's instruction format:
Before (MEMORY.md — descriptive):
The project uses pnpm workspaces. When I tried npm install it failed. The lock file is pnpm-lock.yaml. Must use pnpm install for dependencies.
After (CLAUDE.md — prescriptive):
## Build & Dependencies
- Package manager: pnpm (not npm). Use `pnpm install`.
Rules for distillation:
For CLAUDE.md:
.claude/rules/ insteadFor .claude/rules/:
paths if scoped---
paths:
- "src/api/**/*.ts"
- "tests/api/**/*"
---
# API Development Rules
- All endpoints must validate input with Zod schemas
- Use `ApiError` class for error responses (not raw Error)
- Include OpenAPI JSDoc comments on handler functions
After promoting, remove or mark the original entry in MEMORY.md:
# Show what will be removed
grep -n "<pattern>" "$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.
✅ 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.
| 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 |
tools
Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin, C#, .NET, Java, C, C++, Rust, Ruby, PHP, and Dart/Flutter. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. Use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.
tools
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development
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development
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