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Astro Processing

Category: Engineering  ·  Sub-category: backend  ·  Last updated:
type:debug
The processing RECIPE for turning Seestar OSC subs into a finished image with the pure-Python AstroPipe pipeline — the correct calibration/stacking/stretch ORDER and the object-type-specific parameters. Use whenever choosing pystack + stretch_master params, tuning a result, or diagnosing artifacts (rotation "fans", blown cores, noisy backgrounds, small off-center galaxies). Complements image-refinement (which picks the backend); this skill decides the PARAMETERS. Grounded in the research synthesis at docs/2026-07-06-fan-artifact-research.md.
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From the source SKILL.md

How to process Seestar one-shot-color subs to near-professional quality with the free seestar-refine pipeline. This is the parameter/ordering playbook; image-refinement chooses the engine, qa-policy builds the keep-list.

What this skill does

Astro Processing is a community-contributed Claude Code skill in the backend sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/astro-processing/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use whenever choosing pystack + stretch_master params, tuning a result, or diagnosing artifacts (rotation "fans", blown cores, noisy backgrounds, small off-center galaxies). Complements image-refinement (which picks the backend); this skill decides the PARAMETERS.

Who uses this skill

The Astro Processing Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 184,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/astro-processing
curl -L https://claudskills.com/skills/astro-processing/SKILL.md \
  -o ~/.claude/skills/astro-processing/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/astro-processing/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/astro-processing/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\astro-processing\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Astro Processing Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/astro-processing/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Astro Processing skill do?
The processing RECIPE for turning Seestar OSC subs into a finished image with the pure-Python AstroPipe pipeline — the correct calibration/stacking/stretch ORDER and the object-type-specific parameters. Use whenever choosing pystack + stretch_master params, tuning a result, or diagnosing artifacts (rotation "fans", blown cores, noisy backgrounds, small off-center galaxies). Complements image-refinement (which picks the backend); this skill decides the PARAMETERS. Grounded in the research synthesis at docs/2026-07-06-fan-artifact-research.md.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Astro Processing skill?
Use Astro Processing when your Claude Code task falls under the Engineering category — specifically in the backend area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Astro Processing" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Astro Processing skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Astro Processing is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
OrangeAgente. (2026). Astro Processing [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/astro-processing/
BibTeX
@misc{astro-processing-2026,
  author    = {OrangeAgente},
  title     = {Astro Processing [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/astro-processing/}
}

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Grade A · scanned 2026-08-13 — free static scan against the OWASP Agentic Skills Top 10.

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Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

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