self-evolving-single-agent

92 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By agentlas-ai/Agentlas-OS (GitHub) · coding · 1,452 stars · scanned at commit e68fc35

Use when generating a single installable agent that should keep learning, track sources, refresh research, propose repairs, or improve itself over time without becoming a multi-agent team.

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

This is disclosed by the author in the skill's SKILL.md or README. It runs automatically when the plugin is installed. Expected for a coding skill.

Found in 9 places.

claude/plugins/agentlas-core-engine-meta-agent/agentlas_cloud/research/adapters/agentlas_browser_launcher.mjs, line 10import { execFile, spawn } from 'node:child_process';
claude/plugins/agentlas-core-engine-meta-agent/.mcp.json, line 3"command": "${CLAUDE_PLUGIN_ROOT}/bin/hephaestus",
claude/plugins/agentlas-core-engine-meta-agent/.mcp.json, line 10"command": "node",

Show 6 more

claude/plugins/agentlas-core-engine-meta-agent/hooks/hooks.json, line 9"command": "R=$(printf %s \"${CLAUDE_PLUGIN_ROOT}\" | tr '\\\\' '/'); if [ -x \"$R/bin/agentlas-memory-hook\" ]; then \"$R/bin/agentlas-memory-hook\" --host cla
claude/plugins/agentlas-core-engine-meta-agent/hooks/hooks.json, line 20"command": "R=$(printf %s \"${CLAUDE_PLUGIN_ROOT}\" | tr '\\\\' '/'); if [ -x \"$R/bin/agentlas-memory-hook\" ]; then \"$R/bin/agentlas-memory-hook\" --host cla
claude/plugins/agentlas-core-engine-meta-agent/hooks/hooks.json, line 32"command": "R=$(printf %s \"${CLAUDE_PLUGIN_ROOT}\" | tr '\\\\' '/'); if [ -x \"$R/bin/agentlas-memory-hook\" ]; then \"$R/bin/agentlas-memory-hook\" --host cla
claude/plugins/agentlas-core-engine-meta-agent/hooks/hooks.json, line 43"command": "R=$(printf %s \"${CLAUDE_PLUGIN_ROOT}\" | tr '\\\\' '/'); if [ -x \"$R/bin/agentlas-subagent-hook\" ]; then \"$R/bin/agentlas-subagent-hook\" --host
claude/plugins/agentlas-core-engine-meta-agent/hooks/hooks.json, line 54"command": "R=$(printf %s \"${CLAUDE_PLUGIN_ROOT}\" | tr '\\\\' '/'); if [ -x \"$R/bin/agentlas-subagent-hook\" ]; then \"$R/bin/agentlas-subagent-hook\" --host
claude/plugins/agentlas-core-engine-meta-agent/hooks/hooks.json, line 65"command": "R=$(printf %s \"${CLAUDE_PLUGIN_ROOT}\" | tr '\\\\' '/'); if [ -x \"$R/bin/agentlas-one\" ]; then \"$R/bin/agentlas-one\" stop-hook; else printf '{}

Connects to the internet

The author does not mention this.

Found in 2 places.

claude/plugins/agentlas-core-engine-meta-agent/agentlas_cloud/research/adapters/agentlas_browser_launcher.mjs, line 199const req = http.get({ host: '127.0.0.1', port, path: '/json/version', timeout: 1200 }, (res) => { res.resume(); resolve(res.statusCode === 200); });
claude/plugins/agentlas-core-engine-meta-agent/agentlas_cloud/research/adapters/agentlas_browser_launcher.mjs, line 396const req = http.request({ host: '127.0.0.1', port: info.port, path: '/approve', method: 'POST', headers: { 'content-type': 'application/json', 'content-length'

Other copies in this repository

agentlas-ai/Agentlas-OS has 2 more folders with a skill named self-evolving-single-agent. This page shows the lowest-scoring copy.

.agents/skills/self-evolving-single-agent 97/100 · Low risk
codex/plugins/agentlas-core-engine-meta-agent/runtime-support/skills/self-evolving-single-agent 97/100 · Low risk

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'self-evolving-single-agent' ] || [ -L ~/.agents/skills/'self-evolving-single-agent' ]; then echo 'A skill folder named self-evolving-single-agent already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/agentlas-ai/Agentlas-OS' "$d" && git -C "$d" checkout --quiet 'e68fc35f5fcf16cc2fec2492b69290d84c9c6eb8' -- 'claude/plugins/agentlas-core-engine-meta-agent/runtime-support/skills/self-evolving-single-agent' && mkdir -p ~/.agents/skills && cp -R "$d"/'claude/plugins/agentlas-core-engine-meta-agent/runtime-support/skills/self-evolving-single-agent' ~/.agents/skills/'self-evolving-single-agent' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'self-evolving-single-agent' ~/.claude/skills/'self-evolving-single-agent' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-12	`e68fc35`	92