Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
experiment-bridge
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
experiment-bridge
Best first install candidate based on install readiness and adoption.
Freshest repo
experiment-bridge
Most recent maintenance signal among this shortlist.
| Signal | experiment-bridge 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. |
|---|---|
| Quality | 89/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 16K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 26, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for |
| Research agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill experiment-bridge |