Skill comparison
Compare agent skills before installing.
Comparing 3 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Adk Python is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Adk Python
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Adk Python
Best first install candidate based on install readiness and adoption.
Freshest repo
Agent Framework
Most recent maintenance signal among this shortlist.
| Signal | PaperOrchestra An automated AI research-paper writer based off Google's PaperOrchestra paper's implementation through a skills - benchmark + autoraters using any coding agent (Claude Code, Cursor, Antigravity, Cline, Aider). No API keys, no LLM SDKs. | Adk Python An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control. | Agent Framework A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET. |
|---|---|---|---|
| Quality | 77/100 Strong | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 88/100 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 | 577 stars 0 installs | 20K stars 0 installs | 11K stars 0 installs |
| Freshness | Jun 13, 2026 | Jun 13, 2026 | Jun 14, 2026 |
| Use-case fit | |||
| Workflow fit | |||
| Platform hints | Python, Multi-Agent, Claude Code, Cursor | Python, Multi-Agent, Claude Code | Python, Multi-Agent, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add Ar9av/PaperOrchestra | $ npx skills add google/adk-python | $ npx skills add microsoft/agent-framework |