Borrowing it
Nothing to install: this file belongs to KasarLabs/cairo-coder. 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/KasarLabs/cairo-coder/main/CLAUDE.mdgit clone --depth 1 https://github.com/KasarLabs/cairo-coderWrote 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/kasarlabs/cairo-coder/claude-md)<a href="https://agentmods.dev/instructions/kasarlabs/cairo-coder/claude-md"><img src="https://agentmods.dev/badge/instructions/kasarlabs/cairo-coder/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/kasarlabs/cairo-coder/claude-md"><img src="https://agentmods.dev/badge/instructions/kasarlabs/cairo-coder/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 | $0.01514 | $0.01514 |
| Opus 5.5 | $0.00606 | $0.00606 |
| Sonnet 5.5 | $0.00303 | $0.00303 |
| Haiku 4.5 | $0.00151 | $0.00151 |
Grade C, and why
cairo-coder CLAUDE.md scanned grade C with 2 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.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
curl -LsSf https://astral.sh/uv/install.sh | sh Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -LsSf https://astral.sh/uv/install.sh | sh How it starts
The opening of the file, as written. The whole thing — 196 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
Agent instructions for working with Cairo Coder.
Project Overview
Cairo Coder is a Cairo language code generation service using RAG (Retrieval-Augmented Generation) with DSPy.
Stack: Python/FastAPI backend, TypeScript/Bun ingester, PostgreSQL/pgvector database.
Essential Commands
Python Backend (from python/ directory)
# Setup
curl -LsSf https://astral.sh/uv/install.sh | sh
uv sync
# Run server
uv run cairo-coder # Start FastAPI server
uv run cairo-coder --dev # Development mode with auto-reload
# Testing
uv run pytest # Run all tests
uv run pytest -k "test_name" # Run specific test
uv run pytest --cov=src/cairo_coder # With coverage
# Linting & Type Checking
trunk check --fix # Lint and auto-fix
uv run ty check # Type checking
Ingester (from ingesters/ directory)
# Setup
bun install
# Run ingestion
bun run generate-embeddings # Interactive
bun run generate-embeddings:yes # Non-interactive (CI/CD)
# Testing
bun test
Docker
# From root directory
docker compose up postgres backend # Start services
docker compose up postgres ingester # Run ingestion
Key File Locations
| Component | Location |
|---|---|
| RAG Pipeline | python/src/cairo_coder/dspy/ |
| Agent Registry | python/src/cairo_coder/agents/registry.py |
| API Server | python/src/cairo_coder/server/app.py |
| Core Types | python/src/cairo_coder/core/types.py |
| Ingesters | ingesters/src/ingesters/ |
| Ingester Types | ingesters/src/types/index.ts |
| Optimized Programs | python/optimizers/results/ |
Development Guidelines
Python
- Use
uvfor all dependency management (not pip/poetry) - Follow DSPy patterns: Signatures -> Modules -> Programs
- Type hints required (enforced by mypy)
- Use structlog for logging:
get_logger(__name__) - Async/await for I/O operations
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 · 196 lines · 1,514 tokens per session scan C 5ab95a998f77
cairo-coder CLAUDE.md is an instructions file published in the GitHub repository KasarLabs/cairo-coder (41 stars, last pushed 3mo ago), licensed MIT. It adds 1,514 tokens to every session, about $0.0061 per session on Opus 5.5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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