Ml Error Analysis | Agent Skills Atlas

About this skill

Review model errors by hand, discover failing slices, and decide whether data or model fixes pay more. Use when a model underperforms and you need to know why before spending compute.

Quick start

Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.

Installation guide →

Review, license & listing details

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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: b826d9897694026daf9213925e9a2354e44f7802a4cee77a42de09b3cd8617d6

About scan coverage and limitations

Original listing metadata

Original name

ml-error-analysis

Original description

Review model errors by hand, discover failing slices, and decide whether data or model fixes pay more. Use when a model underperforms and you need to know why before spending compute.

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.