Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →runtsang/stage1-neurips-breakdown
Break down full NeurIPS reviewer responses into structured rebuttal units.
Passed 19 of 23 test cases with the skill, and 10 of 23 without it.
and 13 more in the full report
12 fixed7 passed either way1 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
Parse this NeurIPS review. The section labeled 'Summary' reads: 'This paper proposes a novel transformer architecture for sparse graphs with dynamic routing.' Retain this section under the preserved summary field.
| Checked | Without skill | With skill |
|---|---|---|
| Retains original text under summary key | Missed | Passed |
The instructions your model reads when the skill loads.
Apply the shared template first:
skills/stage1/template/SKILL.mdThen apply only the NeurIPS-specific overrides below.
Extract exactly these six keys (numbers only):
rating <- NeurIPS Rating / Overallconfidence <- NeurIPS Confidencequality <- NeurIPS Qualityclarity <- NeurIPS Claritysignificance <- NeurIPS Significanceoriginality <- NeurIPS OriginalityScores may appear as 3: good or 5: Accept — extract the leading number only.
summary <- Summarystrength <- Strengths And WeaknessesQuestions (label as weakness)Limitations (label as question)# Stage1 NeurIPS Breakdown## Scores must contain exactly the six keys above.test cases passed, vs 10 / 23 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.