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reverse-skill

reverse-skill is a skill AI agent for Automatically configure the right toolchain and environment for a given security research task to enable efficient and reproducible vulnerability hunting. Pricing: not stated on the product page. As of 2026-09-20, KanonAgent records 22.5k upvotes. First indexed by KanonAgent on 2026-07-31.
Reverse-Skill is an AI-powered system that automatically selects tools, sets up environments, and updates knowledge for security researchers, enabling efficient and repeatable vulnerability discovery workflows.
reverse-skill — official preview image
22.5k upvotes
Tracked by Kanon since Jul 31, 2026
Breaking out
status
19/100
momentum · conf 0.83
28d
tracked since 2026-08-22
2026-08-02
last meaningful change
3
evidence records

No signal event on file yet — status is unknown, not "quiet".

📈 Timelinewhat changed, and when
🔎 Known / Unknown 16 of 23 fields unknown
Machine-callable— unknown —
Open source1 verified 1 quote(s)
Self-hostable— unknown —
Bring your own key— unknown —
Autonomy level— unknown —
Pricing model— unknown —
Integrationsclaude inferred 1 quote(s)

“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.

🚀 Breakout logappend-only · timestamped
2026-08-02GitHubflagged at 1.2k stars/day → now ⭐34.0k
Full breakout log →
🤖 Agent teardown · skill
Job to be doneAutomatically configure the right toolchain and environment for a given security research task to enable efficient and reproducible vulnerability hunting.
Who it is forSecurity researchers and reverse engineers using AI-powered code editors like Claude Code.
Prerequisitesopen source
Integrationsclaude
Traction · why it is risingIt streamlines complex research workflows by eliminating manual setup and tool selection, reducing time-to-discovery for security teams.
Why it matters

It demonstrates how AI agents can be deeply integrated into specialized technical workflows, evolving over time to support expert-level tasks.

Evidence quotesverbatim, from the product’s own materials

“public GitHub repository (README fetched)”— structural
“Supports Claude Code, K”— description
“When an AI agent (Claude Code, Codex CLI, Cursor, etc.) encounters an APK... this package routes it to the right methodology”— readme
PowerShell
Signal source: GitHub
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FAQ

What is reverse-skill?

Reverse-Skill is an AI-powered system that automatically selects tools, sets up environments, and updates knowledge for security researchers, enabling efficient and repeatable vulnerability discovery workflows.

What does reverse-skill do?

Automatically configure the right toolchain and environment for a given security research task to enable efficient and reproducible vulnerability hunting.

Why does reverse-skill matter?

It demonstrates how AI agents can be deeply integrated into specialized technical workflows, evolving over time to support expert-level tasks.

Is reverse-skill open source?

Yes — reverse-skill is open source.

What does reverse-skill integrate with?

claude

How popular is reverse-skill?

As tracked by KanonAgent: 22.5k upvotes (first indexed 2026-07-31).

When did reverse-skill take off?

KanonAgent flagged reverse-skill as breaking out on 2026-08-02 on GitHub (at 1.2k stars/day that moment). The breakout log is append-only: https://kanonagent.com/rising

What are the best reverse-skill alternatives?

Similar AI agents tracked by KanonAgent: open-design, deer-flow, ruflo, career-ops, archify, cherry-studio.

reverse-skill alternatives — similar AI agents

open-designdeer-flowruflocareer-opsarchifycherry-studio

Where this fits — browse the same shelf

AI Agent Skills & PluginsAI agents for Task workflow automationAre there open-source AI agents for Task workflow automation?AI agents that work with Claude