---
name: runtsang/stage1-icml-breakdown
source: https://app.decimal.ai/s/runtsang-stage1-icml-breakdown@1/SKILL.md
source_sha256: 89dd237768d3
---

# Stage 1 · ICML Breakdown Skill (Template Extension)

Apply the shared template first:

- `skills/stage1/template/SKILL.md`

Then apply only the ICML-specific overrides below.

## ICML overrides

### Score mapping (required keys)

Extract exactly these six keys (numbers only):

- `rating` <- `Overall Recommendation`
- `confidence` <- `Confidence`
- `soundness` <- `Soundness`
- `presentation` <- `Presentation`
- `significance` <- `Significance`
- `originality` <- `Originality`

### Preserved section mapping

- `summary` <- `Summary`
- `strength` <- `Limitations` (keep compatibility with shared output key naming)

### Atomic issue source mapping

- weakness-type source <- `Strengths And Weaknesses` (extract only concern/criticism parts)
- question-type source <- `Key Questions For Authors`

### Output header and score block

- Header must be exactly: `# Stage1 ICML Breakdown`
- `## Scores` must contain exactly the six keys above.

## ICML note

If "Strengths And Weaknesses" mixes praise and criticism in one bullet, keep praise in preserved context and split only actionable weakness concerns into atomic issues.