Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Gpt Pilot is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Gpt Pilot
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Gpt Pilot
Best first install candidate based on install readiness and adoption.
Freshest repo
Gpt Pilot
Most recent maintenance signal among this shortlist.
| Signal | Codegraph Static Python dependency graph with interactive HTML visualization, massive object detection, and unlinked module analysis (no code execution). | Codeflow Paste any GitHub URL → interactive architecture map. See how files connect, find what breaks if you change something. No install, no accounts — runs entirely in your browser. | Gpt Pilot The first real AI developer | SWE Agent SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] |
|---|---|---|---|---|
| Quality | 78/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 77/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 483 stars 0 installs | 3.5K stars 0 installs | 34K stars 0 installs | 20K stars 0 installs |
| Freshness | May 19, 2026 | Jun 12, 2026 | Jun 18, 2026 | Jun 15, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Developer Tools, Claude Code | HTML, Developer Tools, Claude Code, Browser agents | Python, Developer Tools, Claude Code, OpenAI Agents | Python, Developer Tools, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding 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 | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add xnuinside/codegraph | $ npx skills add braedonsaunders/codeflow | $ npx skills add Pythagora-io/gpt-pilot | $ npx skills add SWE-agent/SWE-agent |