ha-airspace CLAUDE.md

ha-airspace CLAUDE.md is an instructions file for coding agents from ifnull/ha-airspace. It costs 3,102 tokens per session, scanned A, original, MIT.

Project-specific instructions for working on ha-airspace, a Python service that reads aircraft data from ADS-B receivers, applies rules, and sends results to Home Assistant through MQTT.

In plain words
What is it for?
It guides work on the service, its async Python code, configuration, database updates, MQTT publishing, and distribution as a Home Assistant add-on, Docker image, or Python package.
Why use it?
It gives an AI coding assistant the project's architecture, boundaries, tools, and coding conventions before it changes anything.

Instructions file

Install

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.

agentmods
npx agentmods add instructions/ifnull/ha-airspace/claude-md
Clone the repo
git clone --depth 1 https://github.com/ifnull/ha-airspace

Wrote 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.

agentmods badge for ha-airspace CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/ifnull/ha-airspace/claude-md.svg)](https://agentmods.dev/instructions/ifnull/ha-airspace/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/ifnull/ha-airspace/claude-md"><img src="https://agentmods.dev/badge/instructions/ifnull/ha-airspace/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 3,102 This file is loaded in full into every session.
When invoked 3,102 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.03102 $0.03102
Opus 5 $0.01551 $0.01551
Sonnet 5 $0.00620 $0.00620
Haiku 4.5 $0.00310 $0.00310

Measured 4d ago against content hash 4118ba445724, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

ha-airspace 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 4d 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 · 229 lines

How it starts

The opening of the file, as written. The whole thing — 229 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

Project-specific guidance for Claude Code working on ha-airspace.

Always read DESIGN.md first — it's the source of truth for architecture, scope, and phase boundaries. This file covers conventions and workflow.


Project at a glance

ha-airspace is a Python service that consumes aircraft.json from one or more ADS-B receivers (dump1090, readsb, dump978-fa), enriches with reference databases, applies tagging/alert rules, and publishes to MQTT for Home Assistant consumption.

Distribution targets: HA add-on (primary), Docker image, pip package — same codebase.

Non-goals to remember: not a feeder, not a replacement for dump1090, not a website, not a HACS integration. If a change pushes toward any of those, stop and check in.


Tech stack

  • Python 3.12+. Use modern syntax (match, | unions, Self, parameterized generics without typing.).
  • Async-first. asyncio throughout. Receivers, MQTT, DB refresh — all async. No threading except for CPU-bound DB parsing in an executor.
  • httpx for HTTP (async, supports HTTP/2, sane timeouts).
  • aiomqtt for MQTT (asyncio-native paho wrapper).
  • pydantic v2 for config schema validation. Strict mode; reject unknown fields with helpful errors.
  • structlog for logging. JSON output in production, console renderer in dev.
  • uv for dependency management and virtualenvs. pyproject.toml is canonical; no requirements.txt.
  • ruff for lint + format (replaces black, isort, flake8).
  • pytest + pytest-asyncio for tests.
  • mypy --strict for type checking.

Don't introduce new dependencies without flagging it. The runtime footprint matters — this ships as a HA add-on and people run it on Raspberry Pis.


Code conventions

Style

  • Format and lint with ruff. The repo's pyproject.toml is the source of truth — don't override locally.
  • Line length: 100. Not 80, not 120.
  • Type hints on every function signature, including tests. Any is a code smell; if you reach for it, leave a comment explaining why.
  • from __future__ import annotations at the top of every module. Forward references everywhere, no exceptions.
  • Imports: stdlib, third-party, first-party — three groups separated by blank lines. ruff enforces this.
  • Prefer dataclasses (frozen where possible) over plain classes for data containers. Use pydantic.BaseModel only at config boundaries where validation matters.

Read the full file on GitHub · 229 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. 4d ago First seen · 229 lines · 3,102 tokens per session scan A 4118ba445724

Subscribe to this mod's changes

ha-airspace CLAUDE.md is an instructions file published in the GitHub repository ifnull/ha-airspace (24 stars, last pushed 4d ago), licensed MIT. It adds 3,102 tokens to every session, about $0.0155 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.