Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Claude Mem is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Claude Mem

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Claude Mem

Best first install candidate based on install readiness and adoption.

Freshest repo

Claude Mem

Most recent maintenance signal among this shortlist.

SignalBio Ik

MoveIt kinematics_base plugin based on particle optimization & GA

WasmEdge

WasmEdge is a lightweight, high-performance, and extensible WebAssembly runtime for cloud native, edge, and decentralized applications. It powers serverless apps, embedded functions, microservices, smart contracts, and IoT devices.

Interpret

Fit interpretable models. Explain blackbox machine learning.

Claude Mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

Quality
50/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
40/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

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.

Adoption267 stars
0 installs
11K stars
0 installs
6.9K stars
0 installs
84K stars
0 installs
FreshnessFeb 4, 2025Jun 16, 2026Jun 15, 2026Jun 24, 2026
Use-case fit
Stack fit
Platform hintsC++, ROS, Claude CodeC++, Kubernetes, Claude CodeC++, Machine Learning, Claude CodeJavaScript, AI Agents, Claude Code, OpenAI Agents
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · builders willing to evaluate younger projectsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add TAMS-Group/bio_ik
$ npx skills add WasmEdge/WasmEdge
$ npx skills add interpretml/interpret
$ npx skills add thedotmack/claude-mem