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Lead Bug Hunt

Category: Engineering  ·  Sub-category: code-quality  ·  Last updated:
type:review
Autonomous bug-elimination loop. Iteratively invokes /bug-hunt and /implement-batch until findings converge below an operator-specified severity floor. At termination, runs /review-test scoped to the run's new reproducing tests and fixes quality issues above the floor. Auto-approves /bug-hunt and /review-test ticket proposals; pulls the andon cord on contested findings, repeated implementation failure, hard-cap exhaustion, or breaking-change proposals. Optional /refactor finisher.

From the source SKILL.md

Drives a codebase toward "no bugs above severity floor" without operator involvement between startup and termination. The operator states scope, severity floor, constraints, and finisher preference at startup; the skill then loops /bug-hunt → triage → /implement-batch until two consecutive hunt passes produce no findings above the floor, or until a hard cap or andon cord halts the run.

What this skill does

Lead Bug Hunt is a community-contributed Claude Code skill in the code-quality sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/lead-bug-hunt/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Lead Bug Hunt Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/lead-bug-hunt
curl -L https://claudskills.com/skills/lead-bug-hunt/SKILL.md \
  -o ~/.claude/skills/lead-bug-hunt/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/lead-bug-hunt/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/lead-bug-hunt/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\lead-bug-hunt\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

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