Clawdbot Monitor

Clawdbot Monitor

Monitor the Clawdbot repository and identify opportunities to improve Geoffrey.

Clawdbot vs Geoffrey Quick Comparison

Focus Areas

When invoked with an argument, focus analysis on that area:

• skills - Skill formats, metadata, categories, CLI patterns
• hooks - Event types, handler patterns, automation
• extensions - Plugin architecture, provider isolation
• memory - Search patterns, embeddings, persistence

Without an argument, perform full analysis across all areas.

Phase 1: Fetch Clawdbot Current State

1.1 Core Documentation

Fetch these from github.com/clawdbot/clawdbot:

• README.md - Overall structure and philosophy
• CLAUDE.md - System instructions (if exists)
• Check releases page for version info

1.2 Skill Structure

Explore the skills directory:

• List all available skills
• Sample key skills that overlap with Geoffrey's domains
• Note skill metadata patterns (requires.bins, requires.config, install methods)
• Check for new skills since last analysis

1.3 Hook System

Examine hook architecture:

• Event types (session, command, boot)
• Handler patterns (TypeScript)
• Compare to Geoffrey's hooks.json approach

1.4 Recent Changes

• Check recent commits for significant updates
• Look for new patterns or breaking changes
• Note any announcements or migration guides

Phase 2: Analyze Geoffrey Current State

2.1 Core Architecture

Read these Geoffrey files:

• CLAUDE.md - Founding principles and guidelines
• README.md - Current capabilities
• .claude-plugin/plugin.json - Version info

2.2 Skills Inventory

# Glob for all skills
skills/*/SKILL.md

Create inventory of current skills and their purposes.

2.3 Pattern Identification

Identify Geoffrey's current patterns:

• Hook system usage (hooks.json)
• Knowledge storage approach (Obsidian vault)
• Skill structure conventions (SKILL.md frontmatter)
• Validation patterns

Phase 3: Gap Analysis

Compare Geoffrey against Clawdbot across these dimensions:

3.1 Skill Coverage

• What Clawdbot skills do we lack equivalent skills for?
• Which skills would provide highest value for Geoffrey's use case?
• Are there redundant or outdated skills?

3.2 Skill Metadata System

• requires.bins - CLI dependency declarations
• requires.config - Configuration requirements
• Install methods - How skills auto-install dependencies
• Compare to Geoffrey's current skill structure

3.3 Hook System

• Clawdbot: Event-driven TypeScript handlers
• Geoffrey: hooks.json configuration
• What event types are missing?
• What patterns could we adopt?

3.4 Extension Architecture

• Plugin isolation patterns
• Multi-provider support (LLM providers, messaging channels)
• How Clawdbot handles modularity

3.5 Memory System

• Clawdbot: Hybrid vector + BM25 with SQLite-vec
• Geoffrey: Obsidian vault + knowledge-manager
• Embedding integration patterns
• Search and retrieval approaches

3.6 New Features

• Recent Clawdbot additions worth adopting
• Experimental features to watch

Phase 4: Generate Report

Create a markdown report with this structure:

# Clawdbot Monitor Report

**Geoffrey Version:** [from plugin.json]
**Clawdbot Version Analyzed:** [from releases]
**Analysis Date:** [today's date]

## Executive Summary
[2-3 sentence summary of key findings]

## Clawdbot Recent Changes
| Date | Change | Relevance to Geoffrey |
|------|--------|----------------------|
| ... | ... | ... |

## Features/Patterns to Adopt
| Priority | Feature | Purpose | Complexity | Notes |
|----------|---------|---------|------------|-------|
| High | ... | ... | ... | ... |
| Medium | ... | ... | ... | ... |
| Low | ... | ... | ... | ... |

## Pattern Improvements

### 1. [Pattern Name]
- **Clawdbot Implementation:** [how they do it]
- **Geoffrey Current:** [how we do it / missing]
- **Adoption Benefit:** [why adopt]
- **Files to Modify:** [list]

### 2. [Pattern Name]
...

## Skill Coverage Comparison
| Domain | Clawdbot Skill | Geoffrey Equivalent | Gap |
|--------|---------------|--------------------| ----|
| ... | ... | ... | ... |

## Recommended Actions

### Immediate (This Week)
- [ ] Action 1
- [ ] Action 2

### Short-Term (This Month)
- [ ] Action 1
- [ ] Action 2

### Long-Term (Explore)
- [ ] Action 1
- [ ] Action 2

Key Clawdbot Areas to Monitor

Based on repo structure, these are the primary areas:

Key Differences from PAI Monitor

Execution Notes

1. Start with Phase 1 - Always fetch fresh Clawdbot data, don't rely on cached knowledge
2. Be thorough in Phase 2 - Accurate self-assessment is critical for gap analysis
3. Prioritize in Phase 3 - Not all gaps need filling; focus on high-value opportunities for Geoffrey's use case
4. Actionable Phase 4 - Every recommendation should have clear next steps
5. Note Architecture Differences - Clawdbot is a daemon, Geoffrey is a plugin; some patterns won't translate

When focusing on a specific area, still provide brief context from other phases but concentrate analysis on the requested focus.