topskills

shannon

Real exploits, no false positives. 96.15% exploit success across 50+ vuln types.

Score 0(?)VerifiedCodeby KeygraphHQSource
Verified for:

Install

$ npx @keygraph/shannon setup

Best for

Bug bounty triage, real-world exploitability validation.

Not ideal for

Anything that should not be touched without explicit authorization — this skill takes action.

About this skill

Autonomous security validation that executes real exploits across 50+ vulnerability types.

PentestExploitationAction-taking

Score breakdown

Score breakdown

rubric 1.0
Install count
0/20
Provenance
12.8/15
GitHub stars
0/15
Recency
8.5/10
Compatibility
2/10
Documentation depth
10/10
Install ergonomics
10/10
License
4.3/5
Verification freshness
4.3/5

Composite 0–100 score derived from 9 verifiable signals. See the rubric →

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Ranked #2 in Security

Publish the ranking in your README. The badge reads the live score, so it updates when the ranking does.

shannon — ranked #2 in Security on Top Agent Skills
Markdown
[![shannon — ranked #2 in Security on Top Agent Skills](https://top-agent-skills.com/badge/shannon.svg)](https://top-agent-skills.com/skill/shannon)
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Skill FAQ

About shannon

What is the shannon skill?

Autonomous security validation that executes real exploits across 50+ vulnerability types.

Which agents does shannon work with?

Claude Code.

How do I install shannon?

Run `npx @keygraph/shannon setup` for Claude Code. See the install panel for per-agent commands.

Is shannon free to use?

Yes — shannon is open source (AGPL-3.0).

Who maintains shannon?

shannon is published by KeygraphHQ and was last updated on 2026-07-15.

What is shannon best for?

Bug bounty triage, real-world exploitability validation.