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/team-debug

Debug issues using competing hypotheses with parallel investigation by multiple agents

From plugin
wshobson-agents
39k95 skills139 agents95 commands
Install
$ npx -y skills add wshobson/agents --agent claude-code

How it fires

How this command gets triggered: by you, by Claude, or both.

  • Fires itselfClaude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/team-debug

Context preview

What this command does when you run it.

Debug issues using competing hypotheses with parallel investigation by multiple agents

Command definition

team-debug.md
description: "Debug issues using competing hypotheses with parallel investigation by multiple agents"
argument-hint: "<error-description-or-file> [--hypotheses N] [--scope files|module|project]"

Team Debug

Debug complex issues using the Analysis of Competing Hypotheses (ACH) methodology. Multiple debugger agents investigate different hypotheses in parallel, gathering evidence to confirm or falsify each one.

Pre-flight Checks

1. Verify `CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1` is set 2. Parse `$ARGUMENTS`:

  • `<error-description-or-file>`: description of the bug, error message, or path to a file exhibiting the issue
  • `--hypotheses N`: number of hypotheses to generate (default: 3)
  • `--scope`: investigation scope — `files` (specific files), `module` (module/package), `project` (entire project)

Phase 1: Initial Triage

1. Analyze the error description or file:

  • If file path: read the file, look for obvious issues, collect error context
  • If error description: search the codebase for related code, error messages, stack traces

2. Identify the symptom clearly: what is failing, when, and how 3. Gather initial context: recent git changes, related tests, configuration

Phase 2: Hypothesis Generation

Generate N hypotheses about the root cause, covering different failure mode categories:

1. **Logic Error** — Incorrect algorithm, wrong condition, off-by-one, missing edge case 2. **Data Issue** — Invalid input, type mismatch, null/undefined, encoding problem 3. **State Problem** — Race condition, stale cache, incorrect initialization, mutation bug 4. **Integration Failure** — API contract violation, version mismatch, configuration error 5. **Resource Issue** — Memory leak, connection exhaustion, timeout, disk space 6. **Environment** — Missing dependency, wrong version, platform-specific behavior

Present hypotheses to user: "Generated {N} hypotheses. Spawning investigators..."

Phase 3: Investigation

1. Use `TeamCreate` tool to create the team with `team_name: "debug-{timestamp}"` and `description` 2. For each hypothesis, use `Agent` tool to spawn a teammate:

  • `name`: `investigator-{n}` (e.g., "investigator-1")
  • `subagent_type`: "agent-teams:team-debugger"
  • `prompt`: Include the hypothesis, investigation scope, and relevant context

3. Use `TaskCreate` for each investigator's task:

  • Subject: "Investigate hypothesis: {hypothesis summary}"
  • Description: Full hypothesis statement, scope boundaries, evidence criteria

Phase 4: Evidence Collection

1. Monitor TaskList for completion 2. As investigators complete, collect their evidence reports 3. Track: "{completed}/{total} investigations complete"

Phase 5: Arbitration

1. Compare findings across all investigators:

  • Which hypotheses were confirmed (high confidence)?
  • Which were falsified (contradicting evidence)?
  • Which are inconclusive (insufficient evidence)?

2. Rank confirmed hypotheses by:

  • Confidence level (High > Medium > Low)
  • Strength of causal chain
  • Amount of supporting evidence
  • Absence of contradicting evidence

3. Present root cause analysis:

   ## Debug Report: {error description}

   ### Root Cause (Most Likely)
   **Hypothesis**: {description}
   **Confidence**: {High/Medium/Low}
   **Evidence**: {summary with file:line citations}
   **Causal Chain**: {step-by-step from cause to symptom}

   ### Recommended Fix
   {specific fix with code changes}

   ### Other Hypotheses
   - {hypothesis 2}: {status} — {brief evidence summary}
   - {hypothesis 3}: {status} — {brief evidence summary}

Phase 6: Cleanup

1. Send `shutdown_request` to all investigators 2. Call `TeamDelete` to remove team resources

Read more
Ships withwshobson-agents

Production-ready agentic workflow building blocks: 94 plugins, 203 agents, 175 skills, 109 commands — built for Claude Code and consumed natively by OpenAI Codex CLI, Cursor, OpenCode, Gemini CLI, and GitHub Copilot from a single Markdown source.

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Repo: wshobson/agents