figaro: Instructions file for Claude Code

CLAUDE.md

figaro CLAUDE.md is an instructions file for Claude Code from byt3bl33d3r/figaro. It costs 9,069 tokens per session, scanned A, original, MIT.

Project instructions for Figaro, a system that coordinates software agents running tasks in containers and connects them to external messaging channels.

In plain words
What is it for?
It is for understanding Figaro's architecture, NATS messaging, browser automation workers, live desktop streaming, gateway services, and project coding practices.
Why use it?
It gives coding agents the project background, service relationships, and guidance for building, debugging, and handling long-running work.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions subagents.

This is byt3bl33d3r/figaro's own configuration. It tells Claude Code how to work on figaro itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything figaro configures →

Reuse

Borrowing it

Nothing to install: this file belongs to byt3bl33d3r/figaro. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/byt3bl33d3r/figaro/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/byt3bl33d3r/figaro

Made for: Claude Code.

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README.md
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Per session 9,069 This file is loaded in full into every session.
When invoked 9,069 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.09069 $0.09069
Opus 5 $0.04535 $0.04535
Sonnet 5 $0.01814 $0.01814
Haiku 4.5 $0.00907 $0.00907

Measured 8d ago against content hash ae6c63221827, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

figaro CLAUDE.md 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 8d 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.

CLAUDE.md · 534 lines

How it starts

The opening of the file, as written. The whole thing — 534 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project Overview

Figaro is a NATS-based orchestration system for managing Claude agent workers running in containerized desktop environments. Workers execute browser automation tasks via the claude-agent-sdk, with live desktop streaming through Apache Guacamole (guacd + guacamole-common-js). A supervisor agent handles task optimization and delegation. A channel-agnostic gateway service routes messages to/from external channels (Telegram, etc.) for human-in-the-loop interactions.

All services communicate via NATS (pub/sub + JetStream for durable task events). The UI connects to NATS via WebSocket (nats.ws) for both real-time events and mutations (request/reply). HTTP endpoints are minimal: GET /api/config (NATS URL discovery), GET /api/guacamole/token (encrypted connection tokens), and WS /guacamole/webSocket (Guacamole WebSocket tunnel via guapy).

Long-Running Task Design

This system is built for tasks that run for minutes to hours. Browser automation with Claude agents is inherently long-running — a single task may involve navigating dozens of pages, filling forms, waiting for page loads, and interacting with complex web applications. All timeouts, subscriptions, and communication patterns must account for this.

Key principles:

  • Never use fixed wall-clock timeouts for task execution. Use inactivity-based timeouts that reset on worker progress. A task actively streaming messages is healthy regardless of how long it's been running.
  • NATS request/reply timeouts are for API calls, not task lifecycles. The request() timeout (default 10s, UI 30s) covers orchestrator round-trips, NOT how long a task takes. Task progress is tracked via JetStream subscriptions, not request/reply.
  • JetStream provides durable delivery. Task events (messages, completion, errors) go through JetStream so they survive reconnections. Core NATS is only for ephemeral operations (registration, heartbeats, API calls).
  • Supervisor delegation is blocking but progress-aware. waitForDelegation() in supervisor/tools.ts subscribes to figaro.task.{id}.message and resets its inactivity timer on every worker message. The DELEGATION_INACTIVITY_TIMEOUT (600s) is a silence detector, not a task duration limit.
  • Help requests have their own timeouts. Human-in-the-loop requests wait independently (default 300s) and don't affect the task execution timeout.
  • Use Core NATS subscriptions for waiting on task events in the worker/supervisor. JetStream ephemeral push consumers (js.subscribe() in nats.js v2) are unreliable — they can fail silently or throw during setup, causing tools like delegate_to_worker to return immediately instead of blocking. Since JetStream publishes also deliver to Core NATS subscribers on the same subject, use nc.subscribe() instead (same pattern as HelpRequestHandler). Both are ephemeral and behave identically for DeliverPolicy.New use cases.

Read the full file on GitHub · 534 lines

Changes

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.

  1. 8d ago First seen · 534 lines · 9,069 tokens per session scan A ae6c63221827

Subscribe to this mod's changes

figaro CLAUDE.md is an instructions file published in the GitHub repository byt3bl33d3r/figaro (149 stars, last pushed 6mo ago), licensed MIT. It adds 9,069 tokens to every session, about $0.0453 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 2026-08-30.

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