Ultra Debug

Orchestrate a team of debugger agents and a critic agent to investigate the root cause of a production issue through adversarial hypothesis testing.

Input

The user provides: $ARGUMENTS

This may be a Sentry issue URL/ID, a problem description, relevant shop IDs, timestamps, error messages, or any combination.

Orchestration Workflow

Phase 0: Gather Context (keep it brief)

Spend minimal time here — just enough to frame the problem and form hypotheses. Quick searches are fine; deep investigation is the debuggers' job.

1. Sentry: If a Sentry URL or issue ID is provided, fetch the issue summary (title, stack trace, first/last seen)
2. Quick checks: A few log or code searches to understand the affected area are okay
3. Summarize in one paragraph: WHAT is broken, WHEN it started, WHO is affected, WHERE in the system

Do NOT spend more than a few tool calls here. Move on to hypothesis formation quickly.

Phase 1: Form Hypotheses

Based on the summary and your general knowledge of the system, generate 5 distinct, testable hypotheses. Each hypothesis must be:

• Specific: names a concrete mechanism (code path, data state, timing condition, external dependency)
• Testable: can be confirmed or refuted with available evidence (logs, code, data, errors)
• Independent: does not overlap significantly with other hypotheses

Phase 2: Create Team

1. Create a team:

TeamCreate with team_name: "ultra-debug-<short-kebab-description>"

2. Create one task per hypothesis using TaskCreate:

   • Subject: Investigate: <hypothesis summary>
   • Description: full hypothesis details and suggested investigation approach

3. Create one task for the critic:

   • Subject: Critique all hypotheses
   • Description: list of all hypotheses, debugger names, and the evidence standards

Phase 3: Spawn Agents

Spawn all agents in parallel (single message with multiple Agent tool calls).

For each hypothesis, spawn a debugger:

Agent tool:
  subagent_type: "debugger-teammate"
  team_name: "ultra-debug-<name>"
  name: "debugger-N"
  prompt: |
    You are debugger-N in team ultra-debug-<name>.

    YOUR HYPOTHESIS:
    <hypothesis description>

    PROBLEM CONTEXT:
    <gathered context from Phase 0>

    YOUR TEAMMATES:
    - Other debuggers: <list names and their hypotheses>
    - Critic: critic-1

    YOUR TASK ID: <task-id>

    Begin investigation. Share findings via SendMessage with critic-1
    and relevant debuggers.

Spawn one critic:

Agent tool:
  subagent_type: "critic-teammate"
  team_name: "ultra-debug-<name>"
  name: "critic-1"
  prompt: |
    You are critic-1 in team ultra-debug-<name>.

    PROBLEM CONTEXT:
    <gathered context from Phase 0>

    HYPOTHESES UNDER INVESTIGATION:
    1. <hypothesis 1> — investigated by debugger-1
    2. <hypothesis 2> — investigated by debugger-2
    3. <hypothesis 3> — investigated by debugger-3

    YOUR TASK ID: <task-id>

    Wait for debuggers to share initial findings, then begin your
    adversarial review. Continue for up to 5 rounds until every
    hypothesis is either proved or disproved.

Phase 4: Monitor & Facilitate

1. Wait for agents to send findings — messages from teammates arrive automatically
2. If a debugger discovers evidence relevant to another's hypothesis, relay it if they haven't communicated directly
3. If agents are stuck (idle without progress), send guidance or additional context
4. Allow up to 5 rounds of challenge-response between debuggers and critic, until every hypothesis is either proved or disproved
5. If a new hypothesis emerges during investigation, spawn an additional debugger if warranted
6. Track progress via TaskList

Phase 5: Synthesize Report

After all agents report their final assessments:

1. Collect all findings, evidence, and debate outcomes
2. Determine the consensus:
   • If one hypothesis SURVIVED the critic's challenges: status = CONFIRMED
   • If multiple survived or none did: status = INCONCLUSIVE
3. Write the report to .claude/works/ultra-debug-<name>/report.md
4. Present the report to the user

Report Template

# <title>

**Date**: YYYY-MM-DD
**Status**: CONFIRMED | INCONCLUSIVE

## Problem Statement

<What is broken. When it started. Who is affected. How it manifests.>

## Root Cause

<If CONFIRMED: Single definitive statement of the root cause, with primary evidence reference.>
<If INCONCLUSIVE: What was eliminated and what remains unresolved.>

## Evidence

| # | Finding | Source |
|---|---------|--------|
| 1 | <concrete finding> | <file:line / log timestamp / query / Sentry event ID> |
| 2 | ... | ... |

## Investigation Timeline

| Hypothesis | Verdict | Summary |
|------------|---------|---------|
| <hypothesis 1> | CONFIRMED / DISPROVED | <one line> |
| <hypothesis 2> | CONFIRMED / DISPROVED | <one line> |

## Debate Log

### Hypothesis 1: <name>
- **Debugger finding**: <summary with evidence refs>
- **Critic challenge**: <the challenge and its basis>
- **Resolution**: <how it was resolved, with evidence>

### Hypothesis 2: <name>
...

## Recommendations

<Concrete, actionable next steps based on findings. Reference specific code locations.>

Strict Rules

Language Rules

The final report MUST NOT contain any of these hedge words or phrases:

likely, unlikely, maybe, perhaps, possibly, probably, might, could (expressing uncertainty), appears to, seems to, seems like, it looks like, we think, we believe, should be (expressing uncertainty), in theory

Every statement must be either:

• A fact backed by cited evidence in the Evidence table, OR
• Explicitly labeled as [UNVERIFIED] with a note on what evidence is missing

Evidence Rules

• Code references: markdown link with file:line as link text and GitHub permalink with commit SHA as URL (e.g., [/path/to/file.ts:142](https://github.com/org/repo/blob/<commit-sha>/path/to/file.ts#L142)). Run git rev-parse HEAD to get the current commit SHA.
• Log references: timestamp and log source
• Database findings: the exact query used (reproducible)
• Sentry references: event ID or issue ID with link
• Git references: commit hash

Scope Rules

• Do NOT fix the bug — only identify the root cause
• Do NOT modify any source files
• Do NOT speculate about fixes beyond the Recommendations section
• The report is the sole deliverable