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clawbench-base
82 / 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
Run and diagnose ClawBench evaluations through ClawMind and ClawWeb. Use when the user wants to trigger /clawbench, inspect benchmark progress, locate run artifacts, or troubleshoot evaluation execution.
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
The author does not mention this. Expected for a devops skill.
Found in 56 places.
Show 17 more
- apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/SKILL.md, line 47
/clawbenchreport run --benchId <bench_run_id> - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/SKILL.md, line 53
tail -n 200 ~/.openclaw/logs/gateway.log - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/benchmark.py, line 671
result = subprocess.run( - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/benchmark.py, line 681
except (subprocess.SubprocessError, FileNotFoundError, OSError): - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/benchmark.py, line 685
result = subprocess.run( - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/benchmark.py, line 693
except (subprocess.SubprocessError, FileNotFoundError, OSError): - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/clawmind_adapter.py, line 692
proc = subprocess.run( - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/clawmind_adapter.py, line 697
stderr=subprocess.STDOUT, - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 275
def _run_openclaw_agents_list(timeout_seconds: float = OPENCLAW_AGENTS_LIST_TIMEOUT_SECONDS) -> subprocess.CompletedProcess[str] | None: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 277
return subprocess.run( - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 287
except subprocess.TimeoutExpired as exc: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 319
list_result: subprocess.CompletedProcess[str] | None, - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 346
def _log_openclaw_result_preview(prefix: str, agent_id: str, result: subprocess.CompletedProcess[str]) -> None: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 394
create_result = subprocess.run( - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 404
except subprocess.TimeoutExpired as exc: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 504
delete_result = subprocess.run( - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 524
except subprocess.TimeoutExpired as exc:
and 36 more places
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 20 places.
Show 17 more
- apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/clawmind_adapter.py, line 24
import urllib.request - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/clawmind_adapter.py, line 166
req = urllib.request.Request( - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/clawmind_adapter.py, line 173
with urllib.request.urlopen(req, timeout=API_TIMEOUT_SECONDS) as resp: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 202
with request.urlopen(req, timeout=timeout_seconds) as resp: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 221
with request.urlopen(req, timeout=timeout_seconds) as resp: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 2761
with request.urlopen(req, timeout=timeout_seconds) as resp: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_agent.py, line 2831
with request.urlopen(req, timeout=timeout_seconds) as resp: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_upload.py, line 86
with request.urlopen(req, timeout=timeout_seconds) as resp: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/scripts/lib_upload.py, line 144
with request.urlopen(req, timeout=timeout_seconds) as resp: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/tests/test_clawmind_adapter_callbacks.py, line 363
clawmind_adapter.urllib.request, - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/tests/test_clawmind_adapter_callbacks.py, line 364
"urlopen", - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/tests/test_clawmind_adapter_callbacks.py, line 366
) as urlopen_mock: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/tests/test_clawmind_adapter_callbacks.py, line 370
self.assertEqual(urlopen_mock.call_count, 2) - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/tests/test_clawmind_adapter_callbacks.py, line 396
clawmind_adapter.urllib.request, - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/tests/test_clawmind_adapter_callbacks.py, line 397
"urlopen", - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/tests/test_clawmind_adapter_callbacks.py, line 399
) as urlopen_mock: - apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base/tests/test_clawmind_adapter_callbacks.py, line 403
self.assertEqual(urlopen_mock.call_count, 2)
Can call paid AI services billed to you
The author does not mention this.
Found in 5 places.
Show 2 more
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'clawbench-base' ] || [ -L ~/.agents/skills/'clawbench-base' ]; then echo 'A skill folder named clawbench-base 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 "$d" checkout --quiet 'f97863707dfe9c4d140b8b39cfc0564fa168627d' -- 'apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base' && mkdir -p ~/.agents/skills && cp -R "$d"/'apps/evolverun/clawweb-skills/clawevolve-skills/clawbench-base' ~/.agents/skills/'clawbench-base' && 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/'clawbench-base' ~/.claude/skills/'clawbench-base' (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 | 82 |
| 2026-11-08 | 58db87b | 82 |
| 2026-11-06 | 65e270d | 72 |