OpenAgentSkill
GitHub200+

Skill audit report

experiment-bridge Audit report.

Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says \"实现实验\", \"implement experiments\", \"bridge\", \"从计划到跑实验\", \"deploy the plan\", or has an experiment plan ready to execute.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 8, 2026Heuristic metadata audit
83
Audit
78
Trust
86
Quality
76
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

78
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

100

16K GitHub stars

Stars/forks activity

PASS

97

16K stars, 1.4K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

46

command execution surface, credential or environment access

Install availability

PASS

92

npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill experiment-bridge

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

18

secrets or environment access, shell or command execution

Repository evidence

PASS

86

https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/experiment-bridge

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 8 Needs review

Install path

92

PASS

npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill experiment-bridge

Repository

88

PASS

https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/experiment-bridge

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

46

FIX

command execution surface, credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

18

FIX

secrets or environment access, shell or command execution

Stars/forks activity

97

PASS

16K stars, 1.4K forks; issue activity unavailable in current metadata

Adoption

88

PASS

16K GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

Compare nearby options

Related skills to audit next

Code Review

Review a branch or diff against repository standards and the originating spec in two independent analysis passes.

169K Stars · Audit report

Appsmith

Platform to build admin panels, internal tools, and dashboards. Integrates with 25+ databases and any API.

41K Stars · Audit report

Vercel React Best Practices

React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.

34K Stars · Audit report