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Systematic bug investigation with hypothesis tracking

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SKILL.md

name debugging
description Systematic bug investigation with hypothesis tracking
license MIT
tier 2
allowed-tools read_file, write_file, list_dir, search_replace, run_terminal_cmd, grep
related adventure, session-log, research-notebook, play-learn-lift
inputs [object Object]
outputs DEBUG.yml, HYPOTHESES.md, TESTS.md, ROOT_CAUSE.md
templates DEBUG.yml.tmpl

🔧 Debugging Skill

"Hypothesize, test, learn, repeat."

Debug problems methodically. Track hypotheses, test systematically, converge on root causes.

Purpose

Debug problems methodically. Track hypotheses, document tests, record what you learn, and converge on root causes.

When to Use

  • Something isn't working as expected
  • Mysterious behavior needs explanation
  • Performance problems need diagnosis
  • "Works on my machine" situations

The Debugging Loop

OBSERVE → HYPOTHESIZE → TEST → LEARN → (repeat or) → FIX

Terminal States

  • FIX — Bug resolved
  • WONTFIX — Intentional behavior
  • DEFER — Not addressing now

Protocol

Observation Phase

Before guessing, gather facts:

observation:
  symptom: "What's the observable problem?"
  context: "When does it happen?"
  expected: "What should happen instead?"
  
  evidence:
    - "Error message (exact text)"
    - "Logs showing the issue"
    - "Steps to reproduce"
    
  constraints:
    - "What we know for sure"
    - "What we've already ruled out"

Hypothesis Tracking

hypothesis:
  id: "hyp-001"
  claim: "The bug is caused by X"
  confidence: "high|medium|low"
  
  if_true:
    - "We would expect to see..."
    - "Changing X should fix it"
    
  test:
    action: "What to try"
    expected: "What we expect if hypothesis is correct"
    
  result:
    status: "confirmed|refuted|inconclusive"
    observation: "What actually happened"
    learned: "What this tells us"

Test Documentation

test:
  id: "test-001"
  hypothesis: "hyp-001"
  action: "What we did"
  
  before:
    state: "System state before test"
    
  after:
    state: "System state after test"
    
  result: "confirmed|refuted|inconclusive"
  learned: "What we now know"

Schemas

Observation Schema

Field Required Purpose
symptom Observable problem
expected What should happen
error_message Exact error text
logs Relevant log entries
steps_to_reproduce How to trigger
constraints Known facts
ruled_out Eliminated possibilities

Hypothesis Schema

Field Required Purpose
id Unique identifier
claim What you think is wrong
test How to validate
confidence high/medium/low
if_true Expected observations
result Test outcome
learned Insight gained

Test Schema

Field Required Purpose
id Unique identifier
hypothesis Which hypothesis
action What was tried
result confirmed/refuted/inconclusive
before State before
after State after
learned Insight

Core Files

File Purpose
DEBUG.yml Current debugging session
HYPOTHESES.md All hypotheses and their status
TESTS.md Test log
ROOT_CAUSE.md Final analysis

Commands

Command Action
DEBUG [symptom] Start debugging session
OBSERVE [fact] Record observation
HYPOTHESIZE [claim] Propose hypothesis
TEST [action] Document test
LEARN [insight] Record what you learned
ROOT-CAUSE [explanation] Document root cause

The Scientific Method for Bugs

  1. Observe: What exactly is happening?
  2. Question: Why might this be happening?
  3. Hypothesize: Form testable explanation
  4. Predict: What would we see if hypothesis is true?
  5. Test: Try to confirm or refute
  6. Analyze: What did we learn?
  7. Iterate: New hypothesis or fix

Debugging Techniques

Binary Search

Narrow down where the bug lives. Use when the bug is somewhere in a large space.

technique: binary_search
steps:
  - "Find a known good state"
  - "Find a known bad state"
  - "Check the middle"
  - "Repeat until found"

Rubber Duck

Explain the problem in detail. Use when stuck and need fresh perspective. Write detailed observation in DEBUG.yml — forces you to articulate assumptions.

Minimal Reproduction

Simplify until bug is isolated. Use when complex system with unclear cause.

Git Bisect

Find the commit that introduced bug. Use when bug is a regression.

Print Debugging

Add logging to trace execution. Use when you need to understand flow.

Working Set

Always include in context:

  • DEBUG.yml
  • HYPOTHESES.md

Integration

Direction Skill Relationship
play-learn-lift Debugging IS learning
session-log Log all debugging activities
research-notebook Complex bugs need research
honest-forget Compress debugging wisdom
adventure Debugging IS adventure
room Debug sessions are rooms
card Git Goblin 🧌, Index Owl 🦉 companions