Bug Hunt Swarm
Parallel read-only multi-agent root-cause investigation for bugs, regressions, crashes...
Install
npx skills add Dimillian/Skills --skill bug-hunt-swarm -g -a claude-code -y- Repository
- Dimillian/Skills4k
- Category
- AI and agents
- Updated
- 7mo ago
- License
- MIT
- Context cost
- Mediumabout 1,536 tokens
- Runs scripts
- No, instructions only
What it does
Parallel read-only multi-agent root-cause investigation for bugs, regressions, crashes, flaky behavior, or unexplained failures. Use when the user asks to investigate a bug, find the root cause, trace a regression, understand why something broke, or wants a ranked diagnosis with the fastest proof path without making code edits.
Bug Hunt Swarm
Investigate a bug with four read-only sub-agents in parallel, then have the main agent rank the likely causes and recommend the fastest path to prove or fix the issue. This skill is diagnosis-first: do not edit files or implement fixes as part of this workflow.
Step 1: Build the Bug Packet
Start by collecting the smallest useful investigation packet:
- Symptom
- Expected behavior
- Actual behavior
- Reproduction steps, if known
- Scope of impact
- Relevant evidence, such as logs, stack traces, failing tests, screenshots, recent diffs, or environment details
Prefer this source order:
- Direct user description
- Explicit files, stack traces, logs, tests, or screenshots provided by the user
- Current git changes or recent repo history when the bug appears regression-like
- The smallest relevant code path or subsystem surrounding the failure
If the bug report is underspecified, infer a minimal problem statement and say what is still unknown.
Before launching sub-agents, read the closest project instructions and relevant docs for the touched area, such as:
AGENTS.md- repo workflow docs
- architecture, state, routing, schema, or runtime docs for the affected subsystem
Step 2: Bound the Investigation
Write a short investigation brief for the swarm:
- What appears broken
- What is not yet proven
- What part of the system is most likely involved
- What evidence already exists
- What kind of proof would count as confirmation
Use read-only evidence gathering where useful:
rg,git diff,git log,git show- reading logs, crash traces, and config
- existing test runs or the smallest safe reproduction command
Do not edit files, inject new instrumentation, or implement fixes as part of this skill.

