firecrawl-research

[Automation Advisor](./automation-advisor/) ⭐ NEW

Quantified ROI analysis for automation decisions with voice-enabled web interface. Analytical precision design.

Features:

• 📊 8 structured questions transforming intuition into data
• 💰 Break-even analysis with time/frequency scoring
• 🎙️ Voice input via Groq Whisper transcription
• 🗣️ Browser TTS for voice output
• 🎨 Sophisticated cream theme with editorial typography
• 📱 Multi-user session support
• ⌨️ Keyboard-first interaction design

Quick Start:

```bash

# Install dependencies

pip install flask groq python-dotenv

# Add Groq API key (optional, for voice)

export GROQ_API_KEY="your-key"

# Start web server

python3 server_web.py

# Open browser

open http://localhost:8080

```

Use when: Deciding whether to automate repetitive tasks - transforms "this feels tedious" into quantified recommendations with clear next steps.

---

[CodexBar](./codexbar/) ⭐ NEW

Monitor AI provider usage limits, quotas, and costs using CodexBar CLI. Track Codex, Claude, Cursor, Gemini, and 10+ other AI services.

Features:

• 📊 Real-time usage monitoring for 13+ AI providers
• 💰 Cost tracking from local logs (Codex, Claude)
• 🔔 Session and weekly quota meters with reset countdowns
• 🚦 Provider status and incident detection
• 🔒 Privacy-first: on-device parsing only
• 🖥️ Works on macOS (menu bar app + CLI) and Linux (CLI only)

Quick Start:

```bash

# Install CodexBar

brew install --cask steipete/tap/codexbar

# Check usage

codexbar status

# Check costs

codexbar cost --provider codex

codexbar cost --provider claude

```

Use when: Monitoring AI provider quotas, tracking spending, checking session/weekly limits, or verifying provider status.

---

[Decision Toolkit](./decision-toolkit/) ⭐ NEW

Generate structured decision-making tools — step-by-step guides, bias checkers, scenario matrices, and interactive dashboards.

Features:

• 🎯 7 decision frameworks (First Principles, 10-10-10, Pre-Mortem, Regret Minimization, etc.)
• 🧠 Comprehensive bias encyclopedia (20+ cognitive biases with counter-questions)
• 📊 Interactive HTML wizards with Agency neobrutalism styling
• 📝 Markdown export with decision records
• 🎙️ Voice summary templates for Orpheus TTS
• ⚖️ Opportunity cost calculators and scenario matrices

Frameworks Included:

• First Principles Thinking (5 core questions)
• Opportunity Cost Calculator
• Scenario Matrix with probability calibration
• Pre-Mortem Analysis
• 10-10-10 Framework (Suzy Welch)
• Regret Minimization (Jeff Bezos method)
• Weighted Decision Matrix

Quick Start:

```bash

# Copy to skills directory

cp -r decision-toolkit ~/.claude/skills/

# Invoke for a decision

/decision-toolkit "Should I switch to a new tech stack?"

```

Use when: Facing significant choices requiring systematic analysis — career moves, technology decisions, major purchases, strategic pivots.

---

[Fathom](./fathom/) ⭐ NEW

Fetch meetings, transcripts, summaries, action items, and download video recordings from Fathom API.

Features:

• 📋 List recent meetings with recording IDs
• 📝 Fetch full transcripts with speaker attribution
• 🤖 AI-generated meeting summaries from Fathom
• ✅ Action items with assignees and completion status
• 👥 Participant info from calendar invites
• 🔗 Links to Fathom recordings and share URLs
• 🎥 Download video recordings via M3U8 streaming
• ✓ Automatic video validation with retry mechanism
• 🔬 Optional integration with transcript-analyzer skill

Quick Start:

```bash

# Install dependencies

pip install requests python-dotenv

# Requires ffmpeg for video downloads

brew install ffmpeg # macOS

# or: apt-get install ffmpeg # Linux

# Add API key

echo "FATHOM_API_KEY=your-key" > ~/.claude/skills/fathom/scripts/.env

#