Agent skill · Security

bugs-are-annoying

Adversarial code auditor that hunts down bugs, logic errors, and security flaws. Use for deep correctness passes, not style reviews.

Nick44,086★ · +407/wk · 1 repos on radarProfile →
claude-codecodexcursorMIT
Install
npx skills add sickn33/agentic-awesome-skills --skill bugs-are-annoying --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 10 KB
Bundled scripts: none
Path: skills/bugs-are-annoying/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 44,414 · +328 this week
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Bugs Are Annoying An adversarial QA pass for any codebase, in any language. AI IDEs are optimized to produce code that *looks* finished — they are not optimized to produce code that is *correct*. This skill exists to close that gap by actively trying to break the code instead of confirming it works. ## Core Mindset Treat all code as guilty until proven innocent. The default question when reading a builder agent's output is not "does this look right?" — it's "how would this break, and what did the author not think of?" This is an adversarial pass, not a confirmatory one. Do not skim and approve. Do not skip a category because it "seems fine." Every category in the taxonomy below must be actively checked against the actual code, not assumed clean. ## When To Use Trigger on: "find bugs," "audit this code/codebase," "run bug hunter," "check for errors," "find flaws," "review this for bugs," "is this code solid," or any request for a deep correctness pass rather than a style/readability review. ## Process — Run These Phases In Order Do not skip phases or collapse them into a single skim. Each phase catches things the others miss. 0. **Determine scope** — If the user named a specific f

What's inside
Steps it walks through
  1. Core Mindset
  2. When To Use
  3. Process — Run These Phases In Order
  4. Bug Taxonomy
  5. Severity Definitions
  6. Output Format: bugs.md
  7. Re-Run Behavior (History Is Kept)
  8. Hard Rules
  9. Fix Mode (Explicit Trigger Only)
  10. Limitations
More from agentic-awesome-skills
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About this skill
What does the bugs-are-annoying skill do?

Adversarial code auditor that hunts down bugs, logic errors, and security flaws. Use for deep correctness passes, not style reviews.

How do I install it?

Run `npx skills add sickn33/agentic-awesome-skills --skill bugs-are-annoying --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From sickn33/agentic-awesome-skills, a repository with 44,414 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going