Agent Harness Doctor
Repository: openclaw/skills
Author: neroagent · Source status: Clear source
Automated audit and fix for OpenClaw agent harnesses.
Score basis:Clear source · High execution risk · Claude · Evidence completeness 69%
Compare skills
Pick 2–4 skills and compare what really matters: fit, risk, install effort, and community signal.
Comparison matrix
Highlights show current best; tooltip explains diff/best rules.
Score-basis diff rules / risk tag notes
Start with the matrix. Open this section when you need to understand audit grades, top threats, control gaps, and best-value highlights.
Suggested baseline
Search to add skills, or paste 2–4 comma-separated slugs.
How differences are detected
A row is marked different when selected skills have distinct values. Only-differences mode hides rows that are identical.
How best values are highlighted
Pre-install score, evidence completeness, and community signal prefer higher values; execution risk and install friction prefer lower values.
How to read risk tags
Risk tags come from SAS-v2.1 public-evidence signals and point to command, network, secret, context, or supply-chain items to review before install.
Selected audit signals
ToolRouter Gateway
Execution risk:High
Threat tags:unexpected code execution, identity privilege abuse, data exfiltration
Control gaps:missing license, broad permissions, shell without guardrails
Full run checklist.md tasks in Claude Code skill
Execution risk:High
Threat tags:unexpected code execution, identity privilege abuse, data exfiltration
Control gaps:missing license, broad permissions, shell without guardrails
openai-python
Execution risk:High
Threat tags:unexpected code execution, data exfiltration, human approval gap
Control gaps:missing license, broad permissions, shell without guardrails
| Dimension | ToolRouter Gateway | Full run checklist.md tasks in Claude Code skill | openai-python |
|---|---|---|---|
| Pre-install decision | |||
Pre-install score | 61 · Manual review | 64 · Manual review | 66 · Manual review |
Score basis | Clear source, High execution risk, OpenClaw | Clear source, High execution risk, Claude | Clear source, High execution risk, Universal |
Execution risk | High | High | High |
Threat tags | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, identity privilege abuse, data exfiltration | unexpected code execution, data exfiltration, human approval gap |
Control gaps | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails | missing license, broad permissions, shell without guardrails |
Permission summary | Permission review, Network, Secrets, Command | Permission review, Network, Secrets, Command | Permission review, Network, Command |
Evidence completeness | 67% | 67% | 65% |
| Source & provenance | |||
Provenance | openclaw/skills | openclaw/skills | openai/openai-python |
Category | Integrations & Connectors | Operations & Infra | Automation & Workflows |
Freshness | |||
| Risk & permission signals | |||
Audit signals | needs credentials, network access, runs shell, writes files | needs credentials, network access, runs shell, writes files | metadata-only |
Permission hints | verify source provenance before install | verify source provenance before install | repository clone |
| Install & compatibility | |||
Supported tools | OpenClaw | Claude | Universal |
Install method | script-backed | script-backed | script-backed |
Install friction | |||
| Community | |||
Stars | 0 | 0 | 30.5K |
Repository: openclaw/skills
Author: fdenny11gg · Source status: Clear source
统一智能搜索技能,整合多个搜索引擎(百炼 MCP、Tavily、Serper、Exa、Firecrawl),自动选择最佳引擎并融合结果
Score basis:Clear source · High execution risk · OpenClaw · Evidence completeness 69%
Repository: openclaw/skills
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Score basis:Clear source · High execution risk · Claude · Evidence completeness 69%
Repository: openclaw/skills
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Connect your AI agent to 1000+ apps — discover tools, manage OAuth connections, execute actions, and provide a self-service connector dashboard.
Score basis:Clear source · High execution risk · Universal · Evidence completeness 65%
Repository: openclaw/skills
Author: stevojarvisai-star · Source status: Clear source
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Score basis:Clear source · High execution risk · OpenClaw · Evidence completeness 67%
Repository: openclaw/skills
Author: james-le-twelve-labs · Source status: Clear source
Search inside videos, generate summaries, and analyze video content using TwelveLabs video understanding AI.
Score basis:Clear source · High execution risk · OpenClaw · Evidence completeness 67%
2026-04-02 |
2026-03-31 |
2026-04-14 |
65 |
65 |
75 |