capability-evolver SKILL.md skillA
capability-evolver from pr-e/openclaw-master-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pr-e/openclaw-master-skills/capability-evolver@git:20260311.3e83ceePins git:20260311.3e83cee in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pr-e/openclaw-master-skills
- Path
skills/capability-evolver/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260311.3e83cee, committed Mar 11, 2026
- Size
- 5,475 bytes
- Repository stars
- 4
- License
- MIT
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 🧬 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. ```bash 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. ```bash 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. ```bash node index.js --loop ``` …
Read the whole file at its exact version.
How to install
mdr add pr-e/openclaw-master-skills/capability-evolver@sha256:92e2fec08d90a6b5The line at the top of this page pins the label git:20260311.3e83cee, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_3wd5u2563o4hocv6)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5475 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
pr-e/openclaw-master-skills · 4 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3wd5u2563o4hocv6 GET https://markdownregistry.com/api/v1/resolve?ref=pr-e/openclaw-master-skills/capability-evolver GET https://markdownregistry.com/api/v1/blob/92e2fec08d90a6b51bcb4fef99db6831c42510f20306ddf2d7069778d3679e51
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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