name	grokipedia-workflow
description	Grokipedia article workflow - fetch, verify, submit corrections using browser automation

Grokipedia Workflow

This skill covers the end-to-end workflow for checking and correcting Grokipedia articles.

The 3-Step Verification Loop

1. FETCH article → 2. VERIFY claims with web_search/Wikipedia → 3. SUBMIT corrections

⚠️ NEVER trust Grok's facts without external verification. The entire point is cross-referencing.

Architecture

┌─────────────────────┐     ┌──────────────────┐     ┌─────────────────┐
│  TypeScript CLI     │────▶│  Playwright/CDP  │────▶│   Grokipedia    │
│  (Copilot SDK)      │     │  Browser Manager │     │   (Target Site) │
└─────────────────────┘     └──────────────────┘     └─────────────────┘
         │
         ▼
┌─────────────────────┐
│  web_search Tool    │  ← PRIMARY VERIFICATION METHOD
└─────────────────────┘

CLI Usage

cd cli
npm install && npm run build

# Single article, dry run (no submissions)
node dist/index.js -a "Bermuda Triangle" --dry-run

# 10 articles with 3 parallel workers
node dist/index.js -n 10 -p 3 --dry-run

# Theme-based with Comet browser
node dist/index.js -n 5 -t "super bowl" -b comet

# Verbose mode (see AI reasoning)
node dist/index.js -n 2 -v --dry-run

Session Management Rules

Rule of 50: Refresh Copilot session every 50 articles
Rule of 20: New browser tab every 20 articles  
Rule of 100: Full browser restart every 100 articles

Why: Long-running AI sessions accumulate context, degrading response quality. Browser tabs leak memory.

Session Refresh Constants

const SESSION_REFRESH_INTERVAL = 50;  // Recreate Copilot session
const PAGE_RESET_INTERVAL = 50;       // Recreate browser session
const PAGE_REFRESH_INTERVAL = 20;     // Recreate browser tab

Browser Support

Browser	Path	Login Persistence
Comet	`/Applications/Comet.app`	✅ Reuses existing session
Chrome	`/Applications/Google Chrome.app`	✅ Reuses existing session
Chromium	Playwright-bundled	❌ Fresh session each run

Design decision: CDP-connected browsers (Comet/Chrome) reuse the user's existing login.

Common Failure Modes

Symptom	Cause	Fix
"Not signed in"	CDP can't find browser	Open Comet/Chrome, log into Grokipedia, leave running
Text selection fails	Special characters (em-dash, curly quotes)	Copy text EXACTLY from fetched content
Port 9222 busy	Stale browser process	`lsof -ti:9222 \| xargs kill -9`
AI gives vague responses	Session context bloat	Restart Copilot session
Edits not saving	Grokipedia UI changed	Check if edit button selector still works

Workflow Step Details

Step 1: Fetch Content

# Using CLI
node dist/index.js -a "Article Name" --dry-run

# Or Python script
python3 .github/skills/grokipedia-fetch-content/fetch_content.py "Article Name"

Returns JSON with content, sections, signed_in status, and url.

Step 2: Identify & Verify Claims

Do NOT just skim. Proactively verify:

Birth/death dates of people mentioned
Event dates (battles, discoveries, inventions)
Numerical claims (distances, populations, scores)
Attribution claims (who discovered/invented/said what)

Verification queries:

web_search("Phineas Gage death date")
web_search("Super Bowl VII final score Dolphins Redskins 1973")
web_fetch url="https://en.wikipedia.org/wiki/Phineas_Gage"

Step 3: Submit Corrections

python3 .github/skills/grokipedia-submit-edit/submit_edit.py \
  --article "Phineas Gage" \
  --text "Phineas Gage (1823–1861)" \
  --summary "Death year incorrect: Gage died May 21, 1860" \
  --correction "Phineas Gage (1823–1860)" \
  --sources "https://en.wikipedia.org/wiki/Phineas_Gage"

Rate Limiting

Grokipedia: >50 edits/hour triggers soft blocks
web_search: Space searches 2-3 seconds apart in batch runs
Wikipedia fetches: No limits, prefer web_fetch for known articles

Parallel Processing

Each worker gets its own browser page and Copilot session:

# 3 parallel workers = 3x throughput
node dist/index.js -n 15 -p 3 --dry-run

Golden Rules

Always verify externally - Never trust Grok's claims without web_search or Wikipedia
Dates and numbers first - These are Grok's weakest points
Copy text exactly - Special characters matter for edit submissions
When in doubt, skip it - Only submit corrections you're 100% confident about
Check the obvious - Death years, final scores, "first/only/largest" claims

Quality Checklist

Browser running with Grokipedia logged in
Port 9222 available (no stale processes)
Used --dry-run for testing
Verified all corrections externally before submission
Respecting rate limits (<50 edits/hour)

name	grokipedia-workflow
description	Grokipedia article workflow - fetch, verify, submit corrections using browser automation