---
name: runtsang/stage1-neurips-breakdown
source: https://app.decimal.ai/s/runtsang-stage1-neurips-breakdown@1/SKILL.md
source_sha256: 8b6470b20915
---

# Stage 1 · NeurIPS Breakdown Skill (Template Extension)

Apply the shared template first:

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

Then apply only the NeurIPS-specific overrides below.

## NeurIPS overrides

### Score mapping (required keys)

Extract exactly these six keys (numbers only):

- `rating` <- NeurIPS `Rating` / `Overall`
- `confidence` <- NeurIPS `Confidence`
- `quality` <- NeurIPS `Quality`
- `clarity` <- NeurIPS `Clarity`
- `significance` <- NeurIPS `Significance`
- `originality` <- NeurIPS `Originality`

Scores may appear as `3: good` or `5: Accept` — extract the leading number only.

### Preserved section mapping

- `summary` <- `Summary`
- `strength` <- `Strengths And Weaknesses`

### Atomic issue source mapping

- weakness-type source <- `Questions` (label as `weakness`)
- question-type source <- `Limitations` (label as `question`)

### Output header and score block

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

## NeurIPS notes

- The `Limitations` field sometimes contains a standard phrase ("The authors thoroughly discussed the limitations of their work.") — preserve it verbatim rather than splitting into atomic issues if it is a single affirmative statement.
- Score values may include descriptive labels after the colon (e.g. `4: excellent`) — extract only the numeric portion.