Academic Reviser

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.

1. Detect the mode using the manifest's mode axis. When input materials are incomplete, declare a Bounded Assessment before proceeding.
2. Echo the selected mode to the user before executing.
3. 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 |

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: joshua-zyy
• Source: joshua-zyy/academic-paper-writer
• License: MIT

Install and usage instructions live in the source repository linked above.