Promote

alirezarezvani/claude-skills/engineering-team/self-improving-agent/skills/promote

作者 alirezarezvani19392f7a0826无许可证27K 个星标收录于 2026年10月8日更新于 2026年10月8日仓库5周前更新

Graduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement. Use when the user runs /si:promote or asks to make a learned behavior permanent.

仅含说明AI & Agents
AI 生成的概览

将 Claude 自动记忆中已验证的模式升级为 CLAUDE.md 或 .claude/rules/ 中的永久项目规则。

功能
该技能把已学会的行为从 Claude 的自动记忆(MEMORY.md)迁移到项目规则体系中,写入根目录的 CLAUDE.md 或 .claude/rules/ 下的限定范围文件。它会检索记忆中相关条目,根据适用范围帮助选择目标位置,并把描述性笔记改写成简洁的祈使句规则,必要时附带 YAML frontmatter 的 paths。确认后它会从 MEMORY.md 中删除已升级的条目并报告结果。
适用场景
当某个模式反复出现、值得永久强制执行时使用,例如项目约定或已被多次纠正的错误。适用于用户运行 /si:promote 或要求把学到的行为固化下来的场景。不适用于一次性调试笔记、会话专属上下文或已存在的规则。
运行要求
该技能不附带脚本,仅为说明文档。它假定存在 Claude 式环境:用户 Claude 项目目录下有自动记忆 MEMORY.md,并有可写入的项目 CLAUDE.md 或 .claude/rules/ 目录,同时需要 shell 访问权限以执行 grep 和文件编辑步骤。

/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

bash
# Search MEMORY.md for related entriesMEMORY_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 scopeTargetExample
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):

markdown
## 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:

  1. Read existing CLAUDE.md
  2. Find the appropriate section (or create one)
  3. Append the new rule under the right heading
  4. If file would exceed 200 lines, suggest using .claude/rules/ instead

For .claude/rules/:

  1. Create the file if it doesn't exist
  2. Add YAML frontmatter with paths if scoped
  3. Write the rule content
markdown
---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:

bash
# Show what will be removedgrep -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 forUse .claude/rules/ for
Global project rulesFile-type-specific patterns
Build commandsTesting conventions
Architecture decisionsAPI design rules
Team conventionsFramework-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

来源与署名

来源:alirezarezvani/claude-skills位于engineering-team/self-improving-agent/skills/promote提交19392f7

许可证: 无许可证

内容归原作者所有。SourceWeft 从公开仓库中收录这些内容。

举报或申请下架