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clawevolve-diagnose
67 / 100 · Review before installing
Check before installing. 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
Diagnose a bot by analyzing a bounded range of its original OpenClaw session records according to the user-provided natural-language intent, extracting evidence-backed good and bad cases, identifying behavioral and MCP/tool-use problems, and producing structured artifacts for subsequent clawevolve-plan evolution planning. Use when receiving /clawevolve-diagnose or when asked to inspect historical bot sessions, diagnose failures, extract evaluation cases, or prepare diagnosis input for self-evol…
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 14 places.
Show 11 more
- apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openclaw_subagent_client.py, line 364
proc = subprocess.run( - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openclaw_subagent_client.py, line 376
except subprocess.TimeoutExpired as exc: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openclaw_subagent_client.py, line 759
last_proc: subprocess.CompletedProcess[str] | None = None - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openclaw_subagent_client.py, line 887
) -> subprocess.CompletedProcess[str]: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openclaw_subagent_client.py, line 890
proc = subprocess.run( - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openclaw_subagent_client.py, line 902
except subprocess.TimeoutExpired as exc: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/tests/test_diagnose_python_entrypoint.py, line 16
def _run(command: list[str], cwd: Path) -> subprocess.CompletedProcess[str]: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/tests/test_diagnose_python_entrypoint.py, line 20
return subprocess.run( - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/tests/test_judge_backend.py, line 250
"clawevolve_diagnose.judge.openclaw_subagent_client.subprocess.run", - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/tests/test_judge_workspace.py, line 87
def ensure() -> subprocess.CompletedProcess[str]: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/tests/test_judge_workspace.py, line 88
return subprocess.run(["node", "--input-type=module", "-e", code, module, str(workspace)],
Downloads and installs other software
The author does not mention this. Expected for a devops skill.
Found in 1 place.
Connects to the internet
The author does not mention this. Expected for a devops skill.
Found in 20 places.
Show 17 more
- apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/acquisition/service_export.py, line 589
opener = urllib.request.build_opener(urllib.request.ProxyHandler({})) - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/acquisition/service_export.py, line 593
with opener.open(urllib.request.Request(url, method="GET"), timeout=300) as response: # noqa: S310 - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/acquisition/service_export.py, line 625
opener = urllib.request.build_opener(urllib.request.ProxyHandler({})) - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/acquisition/service_export.py, line 630
request = urllib.request.Request(url, method="GET") - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/integration/clawweb_events.py, line 10
import urllib.request - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/integration/clawweb_events.py, line 99
opener = urllib.request.build_opener(urllib.request.ProxyHandler({})) - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/integration/clawweb_events.py, line 112
req = urllib.request.Request( - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openai_chat_client.py, line 5
import http.client - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openai_chat_client.py, line 14
import urllib.request - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openai_chat_client.py, line 275
def _build_url_opener() -> urllib.request.OpenerDirector: - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openai_chat_client.py, line 278
return urllib.request.build_opener() - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openai_chat_client.py, line 289
opener: urllib.request.OpenerDirector | None = None, - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openai_chat_client.py, line 302
request = urllib.request.Request( - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/clawevolve_diagnose/judge/openai_chat_client.py, line 367
http.client.HTTPException, - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/tests/test_openai_chat_client.py, line 6
import urllib.request - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/tests/test_openai_chat_client.py, line 49
self.requests: list[urllib.request.Request] = [] - apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose/tests/test_openai_chat_client.py, line 52
def open(self, request: urllib.request.Request, timeout: float):
Can call paid AI services billed to you
The author does not mention this.
Found in 1 place.
Safer alternatives
Low-risk skills in the same category (devops) that look related. Check that one does what you need.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'clawevolve-diagnose' ] || [ -L ~/.agents/skills/'clawevolve-diagnose' ]; then echo 'A skill folder named clawevolve-diagnose 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 "$d" checkout --quiet 'f97863707dfe9c4d140b8b39cfc0564fa168627d' -- 'apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose' && mkdir -p ~/.agents/skills && cp -R "$d"/'apps/evolverun/clawweb-skills/clawevolve-skills/clawevolve-diagnose' ~/.agents/skills/'clawevolve-diagnose' && 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-diagnose' ~/.claude/skills/'clawevolve-diagnose' (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 | 67 |
| 2026-11-08 | 58db87b | 67 |
| 2026-11-06 | 65e270d | 47 |