Individual skill
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"
skills/rulph/SKILL.md
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- Last checked
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- Repository last updated
- May 21, 2026
- License
- MIT
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# rulph
Iterative self-improvement skill driven by a user-defined rubric. Builds a scoring rubric interactively, evaluates an artifact with multiple models in parallel, then loops autonomously — improving one criterion at a time — until the score meets the threshold or the circuit breaker fires. No user interaction after Phase 1.
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## Phase 1: Rubric Building
Build an evaluation rubric through a 3-step interactive process before any scoring begins.
**User interaction**: Use the `AskUserQuestion` tool for all user-facing questions in this skill. This ensures the UI renders properly and waits for real user input.
### Step 1 — Criteria Collection
