Academic Reviser
SkillDev toolsSelf-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.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Academic Reviser skill
What this skill tells your AI
The instructions your AI receives, as published by joshua-zyy/academic-paper-writer in skills/academic-reviser/SKILL.md and read by ahel’s review.
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 declaresalways_loadfiles,axes, andreferences.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.mddefines non-negotiable rules, bounded assessment, termination conditions, and scope.red-lines.mddefines absolute prohibitions. Do not negotiate these.output-contract.mddefines deliverables, debt types, and Verification Status format.anti-patterns.mddefines known failure modes, correct alternatives, and self-deception signals.
- Detect the mode using the manifest's
modeaxis. 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'sreferences.on_demandcondition 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 |
Signals
- GitHub stars
- 110
- Forks
- 1
- Last commit
- Jun 2026
Advanced
- Catalog kind
- skill
- Gateway key
academic-reviser- Source
- github.com/joshua-zyy/academic-paper-writer