Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add krishagel/geoffrey --skill clawdbot-monitorgit clone --depth 1 https://github.com/krishagel/geoffreyWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/krishagel/geoffrey/clawdbot-monitor)<a href="https://agentmods.dev/skills/krishagel/geoffrey/clawdbot-monitor"><img src="https://agentmods.dev/badge/skills/krishagel/geoffrey/clawdbot-monitor/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/krishagel/geoffrey/clawdbot-monitor"><img src="https://agentmods.dev/badge/skills/krishagel/geoffrey/clawdbot-monitor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00037 | $0.01706 |
| Opus 5 | $0.00018 | $0.00853 |
| Sonnet 5 | $0.00007 | $0.00341 |
| Haiku 4.5 | $0.00004 | $0.00171 |
Grade A, and why
clawdbot-monitor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 234 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Clawdbot Monitor
Monitor the Clawdbot repository and identify opportunities to improve Geoffrey.
Clawdbot vs Geoffrey Quick Comparison
| Aspect | Clawdbot | Geoffrey |
|---|---|---|
| Scope | Multi-channel messaging hub (WhatsApp, Discord, etc.) | Claude Code plugin for personal AI |
| Skills | 60+ (CLI wrappers, platform integrations) | 26 (specialized workflows) |
| Hooks | Event-driven TypeScript handlers | hooks.json configuration |
| Memory | Hybrid vector + BM25 with SQLite-vec | Obsidian vault + knowledge-manager |
| Releases | Weekly (v2026.x.x latest) | Versioned plugin (v0.x.x) |
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 philosophyCLAUDE.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 guidelinesREADME.md- Current capabilities.claude-plugin/plugin.json- Version info
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 234 lines · 37 tokens per session scan A 16f459d10943
clawdbot-monitor is a skill published in the GitHub repository krishagel/geoffrey (6 stars, last pushed 6mo ago), licensed MIT. It adds 37 tokens to every session and 1,706 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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