Academic reviser

Skill joshua-zyy/academic-paper-writer/skills/academic-reviser

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.From its SKILL.md

Install

npx -y skills add joshua-zyy/academic-paper-writer --skill academic-reviser

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

3.4 KB, 682 tokens by cl100k_base, as published. Nobody here has run it

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

Read manifest.yaml. It declares always_load files, axes, and references.on_demand.
Read every file listed under always_load. These are the skill's binding rules — not reference material.
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.
Detect the mode using the manifest's mode axis. When input materials are incomplete, declare a Bounded Assessment before proceeding.
Echo the selected mode to the user before executing.
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

What ships with it: 14 files

35.5 KB alongside SKILL.md, 1 of them executable

SKILL.md

Academic Reviser

Router Protocol

Modes

Agent Dispatch

Independent Use

What ships with it: 14 files

agents/

references/

scripts/

static/

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