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 skills add astronomer/agents --skill managing-astro-local-envgit clone --depth 1 https://github.com/astronomer/agentsWrote 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/skills/astronomer/agents/managing-astro-local-env)<a href="https://agentmods.dev/skills/astronomer/agents/managing-astro-local-env"><img src="https://agentmods.dev/badge/skills/astronomer/agents/managing-astro-local-env/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/skills/astronomer/agents/managing-astro-local-env"><img src="https://agentmods.dev/badge/skills/astronomer/agents/managing-astro-local-env.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector pass
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 | $0.00063 | $0.02121 |
| Opus 5.5 | $0.00025 | $0.00848 |
| Sonnet 5.5 | $0.00013 | $0.00424 |
| Haiku 4.5 | $0.00006 | $0.00212 |
Grade A, and why
managing-astro-local-env scanned grade A with 1 finding 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 1mo 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
| `--generate` | Output curl command instead of executing | Copies of this mod
1 near-identical copy found in the catalogue:
- managing-astro-local-env — 86% identical, 3 lines differ
How it starts
The opening of the file, as written. The whole thing — 322 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Astro Local Environment
This skill helps you manage your local Airflow environment using the Astro CLI.
Two modes: Docker (default, uses containers) and Standalone (Docker-free, uses a local venv — requires Airflow 3 + uv).
To set up a new project, see the setting-up-astro-project skill. When Airflow is running, use MCP tools from authoring-dags and testing-dags skills.
Start / Stop / Restart (Docker)
# Start local Airflow (webserver at http://localhost:8080)
astro dev start
# Stop containers (preserves data)
astro dev stop
# Kill and remove volumes (clean slate)
astro dev kill
# Restart all containers
astro dev restart
# Restart specific component
astro dev restart --scheduler
astro dev restart --webserver
Default credentials: admin / admin
Restart after modifying: requirements.txt, packages.txt, Dockerfile
Standalone mode? See the next section.
Standalone Mode
Docker-free local development. Runs Airflow directly on your machine in a .venv/ managed by uv.
Requirements: Airflow 3 (runtime 3.x), uv on PATH. Not supported on Windows.
Plain
astro dev initalready pins a runtime 3.x image, so no version flag is needed. See setting-up-astro-project for project initialization.
Start
# One-time: set standalone as default mode
astro config set dev.mode standalone
# Or use the flag per invocation
astro dev start --standalone
| Flag | Description |
|---|---|
--foreground / -f |
Stream output in foreground |
--port / -p |
Override webserver port (default: 8080) |
--no-proxy |
Disable reverse proxy |
Stop / Kill / Restart
# Stop (preserves .venv)
astro dev stop
# Kill (removes .venv and .astro/standalone/ — clean slate)
astro dev kill
# Restart (preserves .venv for fast restart, use -k to kill first)
astro dev restart
If you used
--standaloneon start instead of setting the config, pass--standaloneon every subsequent command too (stop, kill, restart, bash, run, logs, etc.).
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.
- 1mo ago First seen · 322 lines · 63 tokens per session scan A 1cbfdca7dece
managing-astro-local-env is a skill published in the GitHub repository astronomer/agents (456 stars, last pushed 11d ago), licensed Apache-2.0. It adds 63 tokens to every session and 2,121 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 1 finding (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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