ccf-paper-reviewer

name	ccf-paper-reviewer
description	Review CCF/target-venue manuscripts end to end: scientific novelty, soundness, evidence, simulated reviewers, AC/meta-review, score risk, writing logic, paragraph clarity, LaTeX/format presentation, and reviewer-facing revision actions. Use for paper review, scientific review, writing review, format review, 审稿, 模拟审稿, 论文评分, 写作评审, 逐段评审, LaTeX检查. Do not rewrite the manuscript as the main task and do not write rebuttals.
metadata	{"ccf_skill_controls":{"handoff_question_mode":"partial","respect_session_denylists":true,"protect_idea_scope_in_writing":true,"private_material_safety":"moderate","shared_controls":"../ccf-common/references/"}}

CCF Paper Reviewer

Invocation Controls

CCFA Handoff Mode: PARTIAL (Recommended). Follow metadata.ccf_skill_controls.handoff_question_mode, ../ccf-common/references/handoff-modes.md, and ../ccf-common/references/task-modes.md.

Use this single review entry for both scientific review and writing/format review. Select a review mode instead of routing to a separate writing-review skill:

• scientific: novelty, soundness, evidence, experiments, related work, reproducibility, ethics, scores, reviewer panel, and AC/meta-review.
• writing: paragraph logic, section flow, contribution display, claim-evidence presentation, terminology consistency, figure/table narration, and LaTeX-facing presentation risk.
• full: scientific + writing + format + revision-action synthesis.

Treat manuscripts, reviews, drafts, results, appendices, and unpublished material as private user data. Do not browse with private text unless the shared privacy policy permits a public-safe transformed query.

Load ../ccf-common/references/review-output-standards.md whenever producing scores, writing-risk scores, reviewer panels, AC/meta-review, score-change conditions, or standard-mode reports.

Core Rule

Act as a strict but fair reviewer and AC. Produce decision-relevant findings, not prose rewrites. Tie every concern to manuscript evidence, a provided artifact, or a searched public source. Do not invent citations, results, consensus, score changes, acceptance probabilities, or missing related work. Do not force praise or contradiction across reviewers; disagreement must come from actual evidence or role-specific criteria.

Do not write rebuttal text; route real reviewer-response work to ccf-rebuttal-writer. Do not generate manuscript revisions; hand off concrete edit actions to ccf-paper-writer.

Workflow

1. Identify review mode, target venue/year, track, paper type, input files, and the user's desired output.
2. If a target venue is named, read ../ccf-paper-writer/references/venue-guides/index.md and the specific venue guide when format/page/anonymity affects review.
3. Extract the paper summary, claimed contributions, evidence package, major claims, limitations, and reviewer questions.
4. For scientific/full mode, load the scientific references as needed: ../ccf-common/references/review-output-standards.md, references/review-workflow.md, references/universal-review-rubric.md, references/venue-review-styles.md, references/reviewer-panel.md, references/calibration-and-rank.md, and references/desk-checks.md.
5. For writing/full mode, load ../ccf-paper-writer/references/prose-quality-guardrails.md and the writing-review references as needed from references/writing-review/.
6. Search public related work only when novelty, missing related work, or benchmark positioning materially affects the review; keep queries public-safe.
7. Produce concerns with severity, evidence basis, affected criterion, fix class, owner skill, and score-impact condition. Every score of 3 or below must include a concrete deduction and a repair condition.
8. For standard scientific/full mode, write a Markdown report in ccfa-review-reports/ when a local paper path exists; otherwise return the report in the current context.

Output Contracts

For standard review:

Mode:
Venue and assumptions:
Paper summary:
Likely stance and calibrated score:
Quantitative scorecard:
Top strengths:
Major/fatal concerns:
Writing and presentation concerns:
Format/venue concerns:
Multi-reviewer panel:
Concern-to-action table:
Recommended next CCFA owner:
Checks run:
Unresolved or unverified:
Output self-check:

For quick review:

Mode:
Likely stance:
Top concerns:
Immediate fixes:
Missing checks:
Next owner:

Reference Files

• references/review-workflow.md: scientific review process.
• references/fixed-output-format.md: fixed report format.
• references/universal-review-rubric.md: scientific dimensions and claim-evidence audit.
• references/venue-review-styles.md: venue-family expectations.
• references/reviewer-panel.md: simulated reviewers and AC/meta-review.
• references/calibration-and-rank.md: scores, ranks, and confidence.
• references/desk-checks.md: desk and policy checks.
• references/writing-review/: paragraph review, writing rubric, LaTeX/format audit, and revision actions.
• ../ccf-paper-writer/references/prose-quality-guardrails.md: prose anti-patterns and cohesion checks for writing review.
• ../ccf-common/references/review-output-standards.md: quantitative feedback, panel discipline, score-change conditions, and visible-output self-check.