Borrowing it
Nothing to install: this file belongs to Hesper-Labs/white-ops. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Hesper-Labs/white-ops/main/CLAUDE.mdgit clone --depth 1 https://github.com/Hesper-Labs/white-opsWrote 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/instructions/hesper-labs/white-ops/claude-md)<a href="https://agentmods.dev/instructions/hesper-labs/white-ops/claude-md"><img src="https://agentmods.dev/badge/instructions/hesper-labs/white-ops/claude-md/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/instructions/hesper-labs/white-ops/claude-md"><img src="https://agentmods.dev/badge/instructions/hesper-labs/white-ops/claude-md.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 | $0.01633 | $0.01633 |
| Opus 5.5 | $0.00653 | $0.00653 |
| Sonnet 5.5 | $0.00327 | $0.00327 |
| Haiku 4.5 | $0.00163 | $0.00163 |
Grade A, and why
white-ops 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 2mo 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 — 118 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
White-Ops is an enterprise-grade AI workforce platform that deploys AI agents on multiple PCs to handle professional tasks. It uses a master-worker architecture: a FastAPI server orchestrates tasks, multiple worker nodes execute them via LLM-driven agent loops with 70+ tools, and a React admin panel provides the UI. The platform includes enterprise security (MFA, RBAC, secrets vault, audit logging), cost management, workflow automation, and full CI/CD pipeline.
Common Commands
Development
make dev # Start all services with hot reload
make build # Build all Docker images
make up # Start production services
make logs # Tail all service logs
make logs-server # Tail server logs only
make status # docker compose ps
Testing & Linting
make test # Run pytest on server and worker
make test-server # pytest in server container only
make test-worker # pytest in worker container only
make lint # ruff + mypy on Python code
cd web && npx vitest # Frontend tests
cd web && npx tsc --noEmit # TypeScript check
Database
make migrate # Run Alembic migrations
make migrate-create MSG="desc" # Create new migration
make seed # Seed demo data
make shell-db # psql into database
Utilities
make shell-server # bash into server container
make check # Pre-deployment validation
make backup # Backup PostgreSQL
make restore FILE=... # Restore from backup
Architecture
System Topology
React SPA (web/) → FastAPI Server (server/) → PostgreSQL + Redis + MinIO
↕ WebSocket ↕ Redis Pub/Sub
Celery Workers Worker Nodes (worker/) with LLM + 70 tools
(celery-worker, celery-beat)
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.
- 2mo ago First seen · 118 lines · 1,633 tokens per session scan A 10bc26696c5a
white-ops CLAUDE.md is an instructions file published in the GitHub repository Hesper-Labs/white-ops (13 stars, last pushed 7mo ago), licensed Apache-2.0. It adds 1,633 tokens to every session, about $0.0065 per session on Opus 5.5. 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.
white-ops CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| white-ops CLAUDE.mdHesper-Labs/white-ops | Instructions file | 13 | 7mo ago | Apache-2.0 | A | 1,633 | Claude Code |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |