Debug

Fix bugs with runtime evidence, not guesses - automated log collection

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Runtime debugging workflow with automated log collection. Use when fixing bugs that require runtime evidence (values, types, flow), when you'd otherwise ask user to "open DevTools, reproduce X, tell me what you see", or when bug depends on user interaction that can't be simulated. This skill automates log collection - logs are captured server-side and accessible programmatically.

debugging runtime-analysis log-collection bug-fixing development-workflow automated-instrumentation evidence-based troubleshooting
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User Prompt

I'm getting NaN in my score calculation but I can't figure out where the data becomes invalid. The user ID should be a number but something's going wrong.

Skill Processing

Analyzing request...

Agent Response

Automated log collection reveals exact point where userId becomes null, with runtime evidence to confirm root cause before fixing

Quick Start (3 Steps)

Get up and running in minutes

1

Install

claude-code skill install debug

claude-code skill install debug
2

Config

3

First Trigger

@debug help

Commands

CommandDescriptionRequired Args
@debug state-value-investigationDebug null/undefined values or wrong types in runtime without manual console checkingNone
@debug user-interaction-flow-debuggingTrack complex user interactions like modal flows and form submissionsNone
@debug async-timing-issuesInvestigate race conditions and load order problems that are hard to reproduceNone

Typical Use Cases

State Value Investigation

Debug null/undefined values or wrong types in runtime without manual console checking

User Interaction Flow Debugging

Track complex user interactions like modal flows and form submissions

Async Timing Issues

Investigate race conditions and load order problems that are hard to reproduce

Overview

Debug Mode

Fix bugs with runtime evidence, not guesses.

Don't guess → Hypothesize → Instrument → Reproduce → Analyze → Fix → Verify

When to Use

Trigger signals (if you’re about to do any of these, use this skill instead):

  • “Open DevTools Console and check for…”
  • “Reproduce the bug and tell me what you see”
  • “Add console.log and let me know the output”
  • “Click X, open Y, check if Z appears in console”

Example scenario that should trigger this skill:

❌ Without skill (manual, slow):
"I added debug logging. Please:
1. Open the app in browser
2. Open DevTools Console (F12)
3. Open the defect modal and select a defect
4. Check console for [DEBUG] logs
5. Tell me what you see"

✅ With skill (automated):
Logs are captured server-side → you read them directly → no user copy-paste needed

Use when debugging:

  • State/value issues (null, undefined, wrong type)
  • Conditional logic (which branch was taken)
  • Async timing (race conditions, load order)
  • User interaction flows (modals, forms, clicks)

Arguments

/debug /path/to/project

If no path provided, use current working directory.

Workflow

Phase 1: Start Log Server

Step 1: Ensure server is running (starts if needed, no-op if already running):

1node skills/debug/scripts/debug_server.js /path/to/project &

Server outputs JSON:

  • {"status":"started",...} - new server started
  • {"status":"already_running",...} - server was already running (this is fine!)

Step 2: Create session (server generates unique ID from your description):

1curl -s -X POST http://localhost:8787/session -d '{"name":"fix-null-userid"}'

Response:

1{"session_id":"fix-null-userid-a1b2c3","log_file":"/path/to/project/.debug/debug-fix-null-userid-a1b2c3.log"}

Save the session_id from the response - use it in all subsequent steps.

Server endpoints:

  • POST /session with {"name": "description"} → creates session, returns {session_id, log_file}
  • POST /log with {"sessionId": "...", "msg": "..."} → writes to log file
  • GET / → returns status and log directory

If port 8787 busy: lsof -ti :8787 | xargs kill -9 then restart

──────────

Phase 2: Generate Hypotheses

Before instrumenting, generate 3-5 specific hypotheses:

Hypothesis H1: userId is null when passed to calculateScore()
  Expected: number (e.g., 5)
  Actual: null
  Test: Log userId at function entry

Hypothesis H2: score is string instead of number
  Expected: 85 (number)
  Actual: "85" (string)
  Test: Log typeof score

Each hypothesis must be:

  • Specific (not “something is wrong”)
  • Testable (can confirm/reject with logs)
  • Cover different subsystems (don’t cluster)

──────────

Phase 3: Instrument Code

Add logging calls to test all hypotheses.

JavaScript/TypeScript:

 1// #region debug
 2const SESSION_ID = 'REPLACE_WITH_SESSION_ID'; // e.g. 'fix-null-userid-a1b2c3'
 3const DEBUG_LOG_URL = 'http://localhost:8787/log';
 4
 5const debugLog = (msg, data = {}, hypothesisId = null) => {
 6  const payload = JSON.stringify({
 7    sessionId: SESSION_ID,
 8    msg,
 9    data,
10    hypothesisId,
11    loc: new Error().stack?.split('\n')[2],
12  });
13
14  if (navigator.sendBeacon?.(DEBUG_LOG_URL, payload)) return;
15  fetch(DEBUG_LOG_URL, { method: 'POST', body: payload }).catch(() => {});
16};
17// #endregion
18
19// Usage
20debugLog('Function entry', { userId, score, typeScore: typeof score }, 'H1,H2');

Python:

 1# #region debug
 2import requests, traceback
 3SESSION_ID = 'REPLACE_WITH_SESSION_ID'  # e.g. 'fix-null-userid-a1b2c3'
 4def debug_log(msg, data=None, hypothesis_id=None):
 5    try:
 6        requests.post('http://localhost:8787/log', json={
 7            'sessionId': SESSION_ID, 'msg': msg, 'data': data,
 8            'hypothesisId': hypothesis_id, 'loc': traceback.format_stack()[-2].strip()
 9        }, timeout=0.5)
10    except: pass
11# #endregion
12
13# Usage
14debug_log('Function entry', {'user_id': user_id, 'type': type(user_id)}, 'H1')

Guidelines:

  • 3-8 instrumentation points
  • Cover: entry/exit, before/after critical ops, branch paths
  • Tag each log with hypothesisId
  • Wrap in // #region debug// #endregion
  • High-frequency events (mousemove, scroll): log only on state change
  • Log both intent and result

──────────

Phase 4: Clear and Reproduce

  1. Clear logs:

    1: > /path/to/project/.debug/debug-$SESSION_ID.log
    
  2. Provide reproduction steps:

    1<reproduction_steps>
    21. Start app: yarn dev
    32. Navigate to /users
    43. Click "Calculate Score"
    54. Observe NaN displayed
    6</reproduction_steps>
    
  3. User reproduces bug

──────────

Phase 5: Analyze Logs

Read and evaluate:

1cat /path/to/project/.debug/debug-$SESSION_ID.log

For each hypothesis:

Hypothesis H1: userId is null
  Status: CONFIRMED
  Evidence: {"msg":"Function entry","data":{"userId":null}}

Hypothesis H2: score is string
  Status: REJECTED
  Evidence: {"data":{"typeScore":"number"}}

Status options:

  • CONFIRMED: Logs prove it
  • REJECTED: Logs disprove it
  • INCONCLUSIVE: Need more instrumentation

If all INCONCLUSIVE/REJECTED: Generate new hypotheses, add more logs, iterate.

──────────

Phase 6: Fix

Only fix when logs confirm root cause.

Keep instrumentation active (don’t remove yet).

Tag verification logs with runId: "post-fix":

1debugLog('Function entry', { userId, runId: 'post-fix' }, 'H1');

──────────

Phase 7: Verify

  1. Clear logs
  2. User reproduces (bug should be gone)
  3. Compare before/after:
    Before: {"data":{"userId":null},"runId":"run1"}
    After:  {"data":{"userId":5},"runId":"post-fix"}
    
  4. Confirm with log evidence

If still broken: New hypotheses, more logs, iterate.

──────────

Phase 8: Five Whys (Optional)

When to run: Recurring bug, prod incident, security issue, or “this keeps happening”.

After fixing, ask “Why did this bug exist?” to find systemic causes:

Bug: API returns NaN

Why 1: userId was null → Code fix: null check
Why 2: No input validation → Add validation
Why 3: No test for null case → Add test
Why 4: Review didn't catch → (one-off, acceptable)

Categories:

TypeAction
CODEFix immediately
TESTAdd test
PROCESSUpdate checklist/review
SYSTEMICDocument patterns

Skip if: Simple one-off bug, low impact, not recurring.

──────────

Phase 9: Clean Up

Remove instrumentation only after:

  • Post-fix logs prove success
  • User confirms resolved

Search for #region debug and remove all debug code.

Log Format

Each line is NDJSON:

1{"ts":"2024-01-03T12:00:00.000Z","msg":"Button clicked","data":{"id":5},"hypothesisId":"H1","loc":"app.js:42"}

Critical Rules

  1. NEVER fix without runtime evidence - Always collect logs first
  2. NEVER remove instrumentation before verification - Keep until fix confirmed
  3. NEVER guess - If unsure, add more logs
  4. If all hypotheses rejected - Generate new ones from different subsystems

Troubleshooting

IssueSolution
Server won’t startCheck port 8787 not in use: lsof -i :8787
Logs emptyCheck browser blocks (mixed content/CSP/CORS), firewall
Wrong log fileVerify session ID matches
Too many logsFilter by hypothesisId, use state-change logging
Can’t reproduceAsk user for exact steps, check environment

CORS / Mixed Content Workarounds

If logs aren’t arriving, it’s usually one of:

  • Mixed content: HTTPS app → http://localhost:8787 is blocked. Use a dev-server proxy (same origin) or serve the log endpoint over HTTPS.
  • CSP: connect-src blocks the log URL. Use a dev-server proxy or update CSP.
  • CORS preflight: Content-Type: application/json triggers OPTIONS. Use a “simple” request (text/plain) or sendBeacon.

1. sendBeacon (avoids preflight; fire-and-forget):

1const DEBUG_LOG_URL = 'http://localhost:8787/log';
2const debugLog = (msg, data = {}, hypothesisId = null) => {
3  const payload = JSON.stringify({ sessionId: SESSION_ID, msg, data, hypothesisId });
4  if (navigator.sendBeacon?.(DEBUG_LOG_URL, payload)) return;
5  fetch(DEBUG_LOG_URL, { method: 'POST', body: payload }).catch(() => {});
6};

Note: still blocked by mixed content + CSP.

2. Dev server proxy (Vite example) - same-origin /__loghttp://localhost:8787/log:

 1// vite.config.js
 2export default {
 3  server: {
 4    proxy: {
 5      '/__log': {
 6        target: 'http://localhost:8787',
 7        changeOrigin: true,
 8        rewrite: (path) => path.replace(/^\/__log/, '/log'),
 9      },
10    },
11  },
12};
13
14// Then POST to /__log instead of localhost:8787/log

3. Last resort (local only) - allow insecure content / disable mixed-content blocking in browser settings

Checklist

  • Server running (started or already_running)
  • Session created via POST /session - save the returned session_id
  • 3-5 hypotheses generated
  • 3-8 logs added, tagged with hypothesisId
  • Logs cleared before reproduction
  • Reproduction steps provided
  • Each hypothesis evaluated (CONFIRMED/REJECTED/INCONCLUSIVE)
  • Fix based on evidence only
  • Before/after comparison done
  • Instrumentation removed after confirmation

What Users Are Saying

Real feedback from the community

Environment Matrix

Dependencies

Node.js (for debug server)
curl (for session management)
lsof (for port management)

Framework Support

JavaScript/TypeScript ✓ (recommended) Python ✓ Any language with HTTP client support ✓

Context Window

Token Usage ~1K-3K tokens for typical debugging sessions

Security & Privacy

Information

Author
elie222
Updated
2026-01-30
Category
debugging