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 agentmods add instructions/ifnull/ha-airspace/claude-mdgit clone --depth 1 https://github.com/ifnull/ha-airspaceWrote 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/ifnull/ha-airspace/claude-md)<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>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 | $0.03102 | $0.03102 |
| Opus 5 | $0.01551 | $0.01551 |
| Sonnet 5 | $0.00620 | $0.00620 |
| Haiku 4.5 | $0.00310 | $0.00310 |
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.
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.mdfirst — 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 withouttyping.). - Async-first.
asynciothroughout. Receivers, MQTT, DB refresh — all async. No threading except for CPU-bound DB parsing in an executor. httpxfor HTTP (async, supports HTTP/2, sane timeouts).aiomqttfor MQTT (asyncio-native paho wrapper).pydanticv2 for config schema validation. Strict mode; reject unknown fields with helpful errors.structlogfor logging. JSON output in production, console renderer in dev.uvfor dependency management and virtualenvs.pyproject.tomlis canonical; norequirements.txt.rufffor lint + format (replaces black, isort, flake8).pytest+pytest-asynciofor tests.mypy --strictfor 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'spyproject.tomlis the source of truth — don't override locally. - Line length: 100. Not 80, not 120.
- Type hints on every function signature, including tests.
Anyis a code smell; if you reach for it, leave a comment explaining why. from __future__ import annotationsat the top of every module. Forward references everywhere, no exceptions.- Imports: stdlib, third-party, first-party — three groups separated by blank lines.
ruffenforces this. - Prefer
dataclasses(frozen where possible) over plain classes for data containers. Usepydantic.BaseModelonly at config boundaries where validation matters.
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.
- 4d ago First seen · 229 lines · 3,102 tokens per session scan A 4118ba445724
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.
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