capability-evolver
A self-evolution engine for AI agents.
Skill by tianyuleishen
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/tianyuleishen-capability-evolver-19e609
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
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What's inside
- Skill name
capability-evolver- Description
- A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
- License
- unknown
- Instructions
- 78 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Agent Skills spec issues
- name: "capability-evolver" does not match folder "evolver"
Files (61)
- origin.json · .clawhub/
- CONTRIBUTING.md
- README.md
- README.zh-CN.md
- SKILL.md
- _meta.json
- candidates.jsonl · assets/gep/
- capsules.json · assets/gep/
- events.jsonl · assets/gep/
- genes.json · assets/gep/
- index.js
- evolution_solidify_state.json · memory/
- evolution_state.json · memory/
- gep_prompt_Cycle_#0003_run_1770650514805.json · memory/
- gep_prompt_Cycle_#0003_run_1770650514805.txt · memory/
- gep_prompt_Cycle_#0004_run_1770650702809.json · memory/
- gep_prompt_Cycle_#0004_run_1770650702809.txt · memory/
- gep_prompt_Cycle_#0005_run_1770682193316.json · memory/
- gep_prompt_Cycle_#0005_run_1770682193316.txt · memory/
- gep_prompt_Cycle_#0006_run_1770682346513.json · memory/
- gep_prompt_Cycle_#0006_run_1770682346513.txt · memory/
- gep_prompt_Cycle_#0007_run_1770682551256.json · memory/
- gep_prompt_Cycle_#0007_run_1770682551256.txt · memory/
- gep_prompt_Cycle_#0008_run_1770682850195.json · memory/
- gep_prompt_Cycle_#0008_run_1770682850195.txt · memory/
- memory_graph.jsonl · memory/
- memory_graph_state.json · memory/
- personality_state.json · memory/
- package-lock.json
- package.json
- a2a_export.js · scripts/
- a2a_ingest.js · scripts/
- a2a_promote.js · scripts/
- analyze_by_skill.js · scripts/
- build_public.js · scripts/
- export_history.js · scripts/
- extract_log.js · scripts/
- generate_history.js · scripts/
- gep_append_event.js · scripts/
- gep_personality_report.js · scripts/
- human_report.js · scripts/
- publish_public.js · scripts/
- recover_loop.js · scripts/
- suggest_version.js · scripts/
- evolve.js · src/
- a2a.js · src/gep/
- a2aProtocol.js · src/gep/
- assetStore.js · src/gep/
- bridge.js · src/gep/
- candidates.js · src/gep/
- contentHash.js · src/gep/
- envFingerprint.js · src/gep/
- memoryGraph.js · src/gep/
- mutation.js · src/gep/
- paths.js · src/gep/
- personality.js · src/gep/
- prompt.js · src/gep/
- selector.js · src/gep/
- signals.js · src/gep/
- solidify.js · src/gep/
- …and 1 more
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Feb 10, 2026 (8 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
capability-evolver skill. Agent Mart. https://agentmart.dev/skills/tianyuleishen-capability-evolver-19e609 (last updated 2026-10-24)