academic-reviser

name

academic-reviser

description

Self-review, audit, or verify CS/AI/ML paper drafts as a critical peer reviewer. Three-round review (evidence→argument→style) with Verification Status and debt tracking. Use when: reviewing a paper draft before submission, checking evidence compliance of claims, simulating peer reviewer feedback, verifying citation closure and evidence debts, performing cross-section consistency checks. Triggers on: self review, 自查, verification, 审稿, evidence compliance, peer review, 论文审查, draft audit, 验证论文, 检查引用, cross-section review, 审修, draft verification.

Academic Reviser

将此 skill 视为"挑剔审稿人代理"——像 peer reviewer 一样审查草稿，按证据→论证→风格三轮顺序执行。

Router Protocol

1. Read manifest.yaml. It declares always_load files, axes, and references.on_demand.
2. Read every file listed under always_load. These are the skill's binding rules — not reference material.
3. Apply the loaded material as constraints:
   • stance.md defines non-negotiable rules, bounded assessment, termination conditions, and scope.
   • red-lines.md defines absolute prohibitions. Do not negotiate these.
   • output-contract.md defines deliverables, debt types, and Verification Status format.
   • anti-patterns.md defines known failure modes, correct alternatives, and self-deception signals.
4. Detect the mode using the manifest's mode axis. When input materials are incomplete, declare a Bounded Assessment before proceeding.
5. Echo the selected mode to the user before executing.
6. Reach for references/ only when the manifest's references.on_demand condition is satisfied.

Debt types tracked: prose_debt, section_contract_debt, citation_debt, evidence_debt, figure_debt, protocol_debt, result_debt, rationale_debt. Schema: skills/shared/schemas/verification-report.md.

Modes

Mode	Use when
full-section-review	Complete 3-round review + Verification for a single section
cross-section-review	Cross-section consistency check
verification-only	Verdict only, no re-review
targeted-review	Specific issue (e.g. citation closure only)
targeted-evidence-mode	Evidence compliance only (orchestrator Step 9.5)
mock-reviewer-package	Optional pre-submission 3-reviewer package

Agent Dispatch

agents/reviser_agent.md dispatched by orchestrator at Step 9.5 or Step 9.8. Subagent returns structured review content; must not modify project files or invent reviewer identities, experiments, citations, or unprovided evidence.

Independent Use

Input	Mode	Priority	Behavior
Section draft	full-section-review	2 (path trigger)	Full 3-round review
Multiple sections	cross-section-review	2 (path trigger)	Consistency only
"只用 verdict"	verification-only	1 (explicit)	Verdict only
Specific issue	targeted-review	1 (explicit)	Targeted check
Evidence focus	targeted-evidence-mode	1 (explicit)	Evidence compliance
"审稿包" / pre-submission	mock-reviewer-package	1 (explicit)	Optional reviewer package

Scenario	Recommended
Just reviewing a draft	This skill (standalone)
During paper drafting	academic-paper-writer orchestrator
After polishing pass	academic-polishing → this skill