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2481 Peer Reviewpipeline 47e029c1
ASecurityGoal: produce an actionable referee report (`output/REVIEW.md`) that is traceable to the submitted paper’s claims and evidence (no free-floating advice, no invented comparisons).
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- Added May 31, 2026
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[](https://www.skillsdirectory.com/skills/tools-only-2481-peer-reviewpipeline-47e029c1)---
name: peer-review
version: 2.3
target_artifacts:
- STATUS.md
- UNITS.csv
- CHECKPOINTS.md
- DECISIONS.md
- GOAL.md
- queries.md
- output/PAPER.md
- output/CLAIMS.md
- output/MISSING_EVIDENCE.md
- output/NOVELTY_MATRIX.md
- output/REVIEW.md
- output/DELIVERABLE_SELFLOOP_TODO.md
- output/QUALITY_GATE.md
- output/RUN_ERRORS.md
- output/CONTRACT_REPORT.md
default_checkpoints: [C0,C1,C2,C3]
units_template: templates/UNITS.peer-review.csv
---
# Pipeline: peer review / referee report
Goal: produce an actionable referee report (`output/REVIEW.md`) that is traceable to the submitted paper’s claims and evidence (no free-floating advice, no invented comparisons).
## Stage 0 - Init (C0)
required_skills:
- workspace-init
- pipeline-router
produces:
- STATUS.md
- UNITS.csv
- CHECKPOINTS.md
- DECISIONS.md
- GOAL.md
## Stage 1 - Claims (C1)
required_skills:
- manuscript-ingest
- claims-extractor
produces:
- output/PAPER.md
- output/CLAIMS.md
Notes:
- Input expectation: you must have the manuscript text available as `output/PAPER.md` (or equivalent extracted text) before running this stage.
- Contract: every claim must include a source pointer (section/page/quote) so later critique is auditable.
## Stage 2 - Evidence audit (C2)
required_skills:
- evidence-auditor
- novelty-matrix
produces:
- output/MISSING_EVIDENCE.md
- output/NOVELTY_MATRIX.md
Notes:
- Evidence-auditor should write gaps/risks/verification steps, not “fix the paper”.
- Novelty-matrix should be conservative: compare against cited/known related work; if you lack sources, record that limitation explicitly.
## Stage 3 - Rubric write-up (C3)
required_skills:
- rubric-writer
- deliverable-selfloop
- artifact-contract-auditor
produces:
- output/REVIEW.md
- output/DELIVERABLE_SELFLOOP_TODO.md
- output/CONTRACT_REPORT.md
Notes:
- Prefer concrete, minimal fixes (what experiment/ablation/analysis would resolve the concern) over generic “needs more experiments”.
Files in this skill
- README.md
- skill.md
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