Skill: chenjin113/procedural-memory (version 1.4.0)

--- name: procedural-memory description: "Inspired by Hermes Agent's procedural memory system. When a workflow works, save it as a reusable skill. Triggered when: (1) user says 'remember this workflow', (2) complex task succeeds, (3) same pattern succeeds 2+ times, (4) end-of-day review. Creates SKILL.md files for agent self-evolution." --- # Procedural Memory — Automatic Workflow Memory > _"When a workflow works, save it as a reusable skill."_ Inspired by Hermes Agent's core feature: **an agent that learns from experience by saving successful workflows as reusable skills.** --- ## Directory Prerequisites ```bash mkdir -p ~/self-improving mkdir -p ~/.openclaw/workspace/skills ``` The log file `~/self-improving/procedural-memory-log.md` will be created automatically if missing. --- ## Trigger Conditions (Priority Order) ### 🔴 High Priority — Explicit User Request - "记住这个workflow" / "remember this workflow" - "以后遇到类似就这样做" / "do this next time" - "这个方法很好，以后也这样用" / "this works, use it again" - "这个技巧值得记住" / "this is worth remembering" ### 🟡 Medium Priority — Proactive Review - End of day (or user says "review") - After a complex task completes successfully ### 🟢 Low Priority — Pattern Recognition - Same workflow applied successfully 2+ times - Recurring solutions discovered --- ## Workflow ### Step 1 — Evaluate Worthiness **Must meet ALL:** - ✅ Takes 3+ steps to complete - ✅ Likely applicable to future conversations - ✅ Not one-time / context-specific - ✅ User would benefit **Auto-trigger:** If the same workflow succeeds 3+ times, auto-create skill WITHOUT asking (记录到日志即可)。 Otherwise: ask user "我可以把这个 workflow 存为 skill 吗？" If user confirms → continue. Otherwise → silent skip. ### Step 2 — Check for Conflicts ```bash ls ~/.openclaw/workspace/skills/ | grep <keyword> ``` - Same name exists → log "already exists, skip" - Similar function exists → consider merge or append ### Step 3 — Extract Pattern Record: ``` **Skill Name**: [verb]-[problem] (kebab-case) **Trigger**: [when this would be used] **Problem Solved**: [what issue this solves] **Steps**: [numbered list] **Key Insight**: [why this works] **Limitations**: [when NOT to use] ``` ### Step 4 — Create Skill File Create `~/.openclaw/workspace/skills/[skill-name]/SKILL.md`: ```markdown --- name: [skill-name] description: "[one-line description of when to use] --- # [Skill Name] ## What This Solves [trigger conditions and problem] ## When to Use - [specific scenario 1] - [specific scenario 2] ## How To Execute [Step 1] [Step 2] [Step 3...] ## Key Insight [why this is effective] ## Limitations [when this won't work] ``` ### Step 5 — Validate ```bash ls ~/.openclaw/workspace/skills/[skill-name]/SKILL.md head -20 ~/.openclaw/workspace/skills/[skill-name]/SKILL.md ``` Recreate if corrupted. ### Step 6 — Log Append to `~/self-improving/procedural-memory-log.md`: ```markdown ## YYYY-MM-DD ### [skill-name] - **Trigger**: [what triggered this] - **Problem solved**: [what was solved] - **Key insight**: [the key learning] - **Skill file**: `~/.openclaw/workspace/skills/[skill-name]/SKILL.md` ``` ### Step 7 — Notify User Tell user the skill was created and ask if they want to enable auto-execution: > "已记住这个 workflow，存为 skill/[skill-name]。是否需要我下次遇到类似情况时自动执行？" **Default behavior:** Do NOT auto-execute without user confirmation. --- ## Skill Loading When new conversation context matches a saved skill's trigger: 1. Load the skill's SKILL.md 2. Ask user: "我之前学过这个，要我用这个方法吗？" 3. Only execute AFTER user confirms 4. Never auto-execute without explicit user approval ## Privacy Consideration - This skill scans conversation history to identify worth-saving workflows - Derived content is persisted to disk (`~/.openclaw/workspace/skills/` and `~/self-improving/`) - **Sensitive conversation data may be captured** — user is responsible for what they share in conversations - Log files contain pattern summaries, not raw conversation, but could still contain sensitive references - Users should be aware of what they discuss with the agent --- ## End-of-Day Review Prompt When user says "复盘" or at end of day: > "今天有什么 workflow 值得我记住吗？" Scan today's conversation for: - Complex but successful tasks - Repeatedly used techniques - Reusable solutions --- ## References - Skill Creator Guide: `../skill-creator/SKILL.md` - Self-Improving Memory: `~/self-improving/memory.md` - Procedural Memory Log: `~/self-improving/procedural-memory-log.md`


Security scan verdicts — ClawScan: suspicious | static analysis: clean | VirusTotal: clean | SkillSpector: suspicious (CRITICAL)