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clawevolve-plan
94 / 100 · Low risk
Fine to try. Some of what it can do is expected: a devops skill usually runs commands, installs tools and uses cloud credentials.
By inclusionAI/Avernet (GitHub) · devops · 602 stars · scanned at commit f978637
Generate and publish planning artifacts for an OpenClaw self-evolution loop from the canonical plan-source/v2 produced by Insight Improvement, Diagnose, or Direct Goal. Use when asked to plan from an Insight improvement, continue after diagnose, or directly turn an evolution idea into prospective eval cases, ClawBench templates, an objective, and strategy spec-v0.
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. Expected for a devops skill.
Found in 11 places.
Show 8 more
- apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/discovery/agent.py, line 799
stderr=subprocess.PIPE, - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/discovery/agent.py, line 822
except subprocess.TimeoutExpired as exc: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/discovery/agent.py, line 842
def _kill_process_group(proc: subprocess.Popen[str]) -> None: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/discovery/agent.py, line 855
except subprocess.TimeoutExpired: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/pack_skill_core.py, line 586
r = subprocess.run( - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/tests/test_contract_workspace.py, line 60
return subprocess.run(["node", "--input-type=module", "-e", code, module, str(workspace)], - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/tests/test_plan_python_entrypoint.py, line 16
def _run(command: list[str], cwd: Path) -> subprocess.CompletedProcess[str]: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/tests/test_plan_python_entrypoint.py, line 20
return subprocess.run(
Connects to the internet
This is disclosed by the author in the skill's SKILL.md or README. Expected for a devops skill.
Found in 15 places.
Show 12 more
- apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/integration/clawweb.py, line 7
import urllib.request - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/integration/clawweb.py, line 30
def _report_opener() -> urllib.request.OpenerDirector: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/integration/clawweb.py, line 32
return urllib.request.build_opener(urllib.request.ProxyHandler({})) - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/integration/clawweb.py, line 167
req = urllib.request.Request( - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/integration/clawweb.py, line 391
self.opener = urllib.request.build_opener(urllib.request.ProxyHandler({})) - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/integration/clawweb.py, line 405
req: urllib.request.Request, - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/integration/clawweb.py, line 516
req = urllib.request.Request( - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/integration/clawweb.py, line 612
req = urllib.request.Request( - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/pack_skill_core.py, line 594
import urllib.request - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/pack_skill_core.py, line 597
req = urllib.request.Request(url, data=f, method="POST", - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/clawevolve_plan/pack_skill_core.py, line 599
with urllib.request.urlopen(req, timeout=600) as resp: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan/tests/test_plan_source_resolver.py, line 242
"clawevolve_plan.input.resolver.urllib.request.build_opener",
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'clawevolve-plan' ] || [ -L ~/.agents/skills/'clawevolve-plan' ]; then echo 'A skill folder named clawevolve-plan already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/inclusionAI/Avernet' "$d" && git -C "$d" checkout --quiet 'f97863707dfe9c4d140b8b39cfc0564fa168627d' -- 'apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan' && mkdir -p ~/.agents/skills && cp -R "$d"/'apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-plan' ~/.agents/skills/'clawevolve-plan' && 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/'clawevolve-plan' ~/.claude/skills/'clawevolve-plan' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for inclusionAI/Avernet shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/inclusionAI/Avernet/)
Score history
| Date | Version | Score |
|---|
| 2026-11-12 | f978637 | 94 |
| 2026-11-08 | 58db87b | 94 |
| 2026-11-06 | 65e270d | 74 |