Back to skills
SkillHub ClubAnalyze Data & AIFull StackData / AI

rulph

Iterative rubric-based evaluation and self-improvement loop. Builds a scoring rubric interactively, evaluates an artifact with multiple models in parallel (Codex, Gemini, Claude), then autonomously improves the artifact one criterion at a time until a score threshold is met or circuit breaker fires. "/rulph", "rubric evaluate", "rubric score", "multi-model evaluate", "score and improve", "evaluate and iterate", "grade this", "루브릭 루프", "채점 루프", "자율 개선", "개선 루프", "루브릭 평가"

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
100
Hot score
94
Updated
March 20, 2026
Overall rating
C2.7
Composite score
2.7
Best-practice grade
D52.4

Install command

npx @skill-hub/cli install team-attention-hoyeon-rulph

Repository

team-attention/hoyeon

Skill path: skills/rulph

Iterative rubric-based evaluation and self-improvement loop. Builds a scoring rubric interactively, evaluates an artifact with multiple models in parallel (Codex, Gemini, Claude), then autonomously improves the artifact one criterion at a time until a score threshold is met or circuit breaker fires. "/rulph", "rubric evaluate", "rubric score", "multi-model evaluate", "score and improve", "evaluate and iterate", "grade this", "루브릭 루프", "채점 루프", "자율 개선", "개선 루프", "루브릭 평가"

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Full Stack, Data / AI.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: team-attention.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install rulph into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/team-attention/hoyeon before adding rulph to shared team environments
  • Use rulph for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

rulph | SkillHub