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

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

Strongest overall

PentestGPT

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

Fastest prototype

PentestGPT

Best first install candidate based on install readiness and adoption.

Freshest repo

Flue

Most recent maintenance signal among this shortlist.

SignalAgent Framework Samples

Agent Framework Samples - showcasing ways in which agent framework can be utilized.

PentestGPT

Automated Penetration Testing Agentic Framework Powered by Large Language Models

Flue

The sandbox agent framework.

Agent Framework

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

Quality
79/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
78/100
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.

Adoption312 stars
0 installs
14K stars
0 installs
7.5K stars
0 installs
11K stars
0 installs
FreshnessJun 6, 2026Jun 7, 2026Jul 24, 2026Jun 14, 2026
Use-case fit
Workflow fit
Platform hintsJupyter Notebook, LLM, Claude CodePython, LLM, Claude CodeTypeScript, LLM, Claude CodePython, Multi-Agent, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · builders willing to evaluate younger projectsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 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 reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
0 views
0 install copies
6 views
0 install copies
0 views
0 install copies
Install
$ npx skills add microsoft/Agent-Framework-Samples
$ npx skills add GreyDGL/PentestGPT
$ npx skills add withastro/flue
$ npx skills add microsoft/agent-framework