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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 1 skill

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Decision summary

Groupsoftmax Simpledet is the strongest overall pick here because it has a 39/100 readiness score and fits Coding agents.

Strongest overall

Groupsoftmax Simpledet

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

Fastest prototype

Groupsoftmax Simpledet

Best first install candidate based on install readiness and adoption.

Freshest repo

Groupsoftmax Simpledet

Most recent maintenance signal among this shortlist.

SignalGroupsoftmax Simpledet

GroupSoftmax cross entropy loss function for training with multiple different benchmark datasets

Quality
49/100
Needs review
Decision verdict
39/100
Needs manual review

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

Adoption172 stars
0 installs
FreshnessAug 28, 2019
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Workflow fit
Content growth agentCoding review agent
Platform hintsPython, Computer Vision, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yet
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The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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PrivacyBuilt for agent-native discovery
Best forCoding agents workflows · Claude Code teams · builders willing to evaluate younger projects
Not ideal forteams that require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add chengzhengxin/groupsoftmax-simpledet