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Agentic Eval

Agent skill
1 skill

Patterns for evaluating and improving AI agent outputs through iterative refinement loops. Use when implementing self-critique, building evaluator-optimizer pipelines, creating rubric-based or LLM-as-judge evaluation systems, or adding iterative quality improvement to generated content (code, reports, analysis).

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategoryGeneralStars0

About this skill

Patterns for evaluating and improving AI agent outputs through iterative refinement loops. Use when implementing self-critique, building evaluator-optimizer pipelines, creating rubric-based or LLM-as-judge evaluation systems, or adding iterative quality improvement to generated content (code, reports, analysis).

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

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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: fb198a5c9b12e746d01a43c9ff3368598fdc1134bb458766f580186f31001573

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About this listing

Category
General
Reported license
Not specified
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.