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Preprocess Debug

Agent skill
1 skill

Debug preprocessing pipeline failures. Guides through reading checkpoint files, checking step artifacts, interpreting QC metrics, examining visualization PNGs, and identifying which step failed and why. Use when a preprocessing run produces unexpected results, crashes, or generates poor-quality outputs.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Debug preprocessing pipeline failures. Guides through reading checkpoint files, checking step artifacts, interpreting QC metrics, examining visualization PNGs, and identifying which step failed and why. Use when a preprocessing run produces unexpected results, crashes, or generates poor-quality outputs.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: bd79aab45fd3cb51e1569c4829963861451df81e2ffd22e40fad157b5f9ff670

About scan coverage and limitations

About this listing

Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.