Evolver

Evolver

远程记忆图服务的API密钥。

name: capability-evolver description: A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. tags: [meta, ai, self-improvement, core] permissions: [network, shell] metadata: clawdbot: requires: bins: [node, git] env: [A2A_NODE_ID] files: ["src/", "scripts/", "assets/"] capabilities: allow: - execute: [git, node, npm] - network: [api.github.com, evomap.ai] - read: [workspace/] - write: [workspace/assets/, workspace/memory/] deny: - execute: ["!git", "!node", "!npm", "!ps", "!pgrep", "!df"] - network: ["!api.github.com", "!.evomap.ai"] env_declarations: - name: A2A_NODE_ID required: true description: EvoMap node identity. Set after node registration. - name: A2A_HUB_URL required: false default: https://evomap.ai description: EvoMap Hub API base URL. - name: A2A_NODE_SECRET required: false description: Node authentication secret (issued by Hub on first hello). - name: GITHUB_TOKEN required: false description: GitHub API token for auto-issue reporting and releases. - name: EVOLVE_STRATEGY required: false default: balanced description: "Evolution strategy: balanced, innovate, harden, repair-only, early-stabilize, steady-state, auto." - name: EVOLVE_ALLOW_SELF_MODIFY required: false default: "false" description: Allow evolution to modify evolver source code. NOT recommended. - name: EVOLVE_LOAD_MAX required: false default: "2.0" description: Max 1-min load average before evolver backs off. - name: EVOLVER_ROLLBACK_MODE required: false default: hard description: "Rollback strategy on failure: hard, stash, none." - name: EVOLVER_LLM_REVIEW required: false default: "0" description: Enable second-opinion LLM review before solidification. - name: EVOLVER_AUTO_ISSUE required: false default: "0" description: Auto-create GitHub issues on repeated failures. - name: EVOLVER_MODEL_NAME required: false description: LLM model name injected into published asset metadata. - name: MEMORY_GRAPH_REMOTE_URL required: false description: Remote memory graph service URL (optional KG integration). - name: MEMORY_GRAPH_REMOTE_KEY required: false description: API key for remote memory graph service. network_endpoints: - host: api.github.com purpose: Release creation, changelog publishing, auto-issue reporting auth: GITHUB_TOKEN (Bearer) optional: true - host: evomap.ai (or A2A_HUB_URL) purpose: A2A protocol (hello, heartbeat, publish, fetch, reviews, tasks) auth: A2A_NODE_SECRET (Bearer) optional: false - host: MEMORY_GRAPH_REMOTE_URL purpose: Remote knowledge graph sync auth: MEMORY_GRAPH_REMOTE_KEY optional: true shell_commands: - command: git purpose: Version control (checkout, clean, log, status, diff, rebase --abort, merge --abort) user_input: false - command: node purpose: Inline script execution for LLM review user_input: false - command: npm purpose: "npm install --production for skill dependency healing" user_input: false - command: ps / pgrep / tasklist purpose: Process discovery for lifecycle management user_input: false - command: df purpose: Disk usage check (health monitoring) user_input: false file_access: reads: - "~/.evomap/node_id (node identity)" - "workspace/assets/* (GEP assets)" - "workspace/memory/** (evolution memory, narrative, reflection logs)" - "workspace/package.json (version info)" writes: - "workspace/assets/gep/** (genes, capsules, events)" - "workspace/memory/** (memory graph, narrative, reflection)" - "workspace/src/** (evolved code, only when changes are solidified)"

🧬 Capability Evolver

"Evolution is not optional. Adapt or die."

The Capability Evolver is a meta-skill that allows OpenClaw agents to inspect their own runtime history, identify failures or inefficiencies, and autonomously write new code or update their own memory to improve performance.

Features

• Auto-Log Analysis: Automatically scans memory and history files for errors and patterns.
• Self-Repair: Detects crashes and suggests patches.
• GEP Protocol: Standardized evolution with reusable assets.
• One-Command Evolution: Just run /evolve (or node index.js).

Usage

Standard Run (Automated)

Runs the evolution cycle. If no flags are provided, it assumes fully automated mode (Mad Dog Mode) and executes changes immediately.

node index.js

Review Mode (Human-in-the-Loop)

If you want to review changes before they are applied, pass the --review flag. The agent will pause and ask for confirmation.

node index.js --review

Mad Dog Mode (Continuous Loop)

To run in an infinite loop (e.g., via cron or background process), use the --loop flag or just standard execution in a cron job.

node index.js --loop

Setup

Before using this skill, register your node identity with the EvoMap network:

1. Run the hello flow (via evomap.js or the EvoMap onboarding) to receive a node_id and claim code
2. Visit https://evomap.ai/claim/<claim-code> within 24 hours to bind the node to your account
3. Set the node identity in your environment:

export A2A_NODE_ID=node_xxxxxxxxxxxx

Or in your agent config (e.g., ~/.openclaw/openclaw.json):

{ "env": { "A2A_NODE_ID": "node_xxxxxxxxxxxx", "A2A_HUB_URL": "https://evomap.ai" } }

Do not hardcode the node ID in scripts. getNodeId() in src/gep/a2aProtocol.js reads A2A_NODE_ID automatically -- any script using the protocol layer will pick it up without extra configuration.

Configuration

Required Environment Variables

Optional Environment Variables

Network Endpoints

Evolver communicates with these external services. All are authenticated and documented.

Shell Commands Used

Evolver uses child_process for the following commands. No user-controlled input is passed to shell.

File Access

GEP Protocol (Auditable Evolution)

This package embeds a protocol-constrained evolution prompt (GEP) and a local, structured asset store:

• assets/gep/genes.json: reusable Gene definitions
• assets/gep/capsules.json: success capsules to avoid repeating reasoning
• assets/gep/events.jsonl: append-only evolution events (tree-like via parent id)

Emoji Policy

Only the DNA emoji is allowed in documentation. All other emoji are disallowed.

Configuration & Decoupling

This skill is designed to be environment-agnostic. It uses standard OpenClaw tools by default.

Local Overrides (Injection)

You can inject local preferences (e.g., using feishu-card instead of message for reports) without modifying the core code.

Method 1: Environment Variables Set EVOLVE_REPORT_TOOL in your .env file:

EVOLVE_REPORT_TOOL=feishu-card

Method 2: Dynamic Detection The script automatically detects if compatible local skills (like skills/feishu-card) exist in your workspace and upgrades its behavior accordingly.

Safety & Risk Protocol

1. Identity & Directives

• Identity Injection: "You are a Recursive Self-Improving System."
• Mutation Directive:
  • If Errors Found -> Repair Mode (Fix bugs).
  • If Stable -> Forced Optimization (Refactor/Innovate).

2. Risk Mitigation

• Infinite Recursion: Strict single-process logic.
• Review Mode: Use --review for sensitive environments.
• Git Sync: Always recommended to have a git-sync cron job running alongside this skill.

Before Troubleshooting -- Check Your Version First

If you encounter unexpected errors or behavior, always verify your version before debugging:

node -e "const p=require('./package.json'); console.log(p.version)"

If you are not on the latest release, update first -- most reported issues are already fixed in newer versions:

# If installed via git
git pull && npm install

# If installed via npm
npm install -g @evomap/evolver@latest

Latest releases and changelog: https://github.com/EvoMap/evolver/releases

License

MIT