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
Beads is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Beads
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Beads
Best first install candidate based on install readiness and adoption.
Freshest repo
Aidlc Workflows
Most recent maintenance signal among this shortlist.
| Signal | AI Dev Kit Databricks Toolkit for Coding Agents provided by Field Engineering | Aidlc Workflows AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents | Beads Beads - A memory upgrade for your coding agent | Agentmemory #1 Persistent memory for AI coding agents based on real-world benchmarks |
|---|---|---|---|---|
| Quality | 93/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 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. | 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 | 1.7K stars Verified outcomes are shown on each skill page | 4.9K stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page | 23K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 14, 2026 | Sep 30, 2026 | Jun 16, 2026 | Jun 15, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Coding Agent, Claude Code, Cursor | Python, Coding Agent, Claude Code | Go, Coding Agent, Claude Code | TypeScript, Coding Agent, Claude Code, OpenAI Agents |
| 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 · 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 | 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 databricks-solutions/ai-dev-kit | $ npx skills add awslabs/aidlc-workflows | $ npx skills add gastownhall/beads | $ npx skills add rohitg00/agentmemory |