$npx -y skills add joshua-zyy/academic-paper-writer --skill academic-reviserSelf-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 r
| 1 | # Academic Reviser |
| 2 | |
| 3 | 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。 |
| 4 | |
| 5 | ## Router Protocol |
| 6 | |
| 7 | 1. Read `manifest.yaml`. It declares `always_load` files, `axes`, and `references.on_demand`. |
| 8 | 2. Read every file listed under `always_load`. These are the skill's binding rules — not reference material. |
| 9 | 3. Apply the loaded material as constraints: |
| 10 | - `stance.md` defines non-negotiable rules, bounded assessment, termination conditions, and scope. |
| 11 | - `red-lines.md` defines absolute prohibitions. Do not negotiate these. |
| 12 | - `output-contract.md` defines deliverables, debt types, and Verification Status format. |
| 13 | - `anti-patterns.md` defines known failure modes, correct alternatives, and self-deception signals. |
| 14 | 4. Detect the mode using the manifest's `mode` axis. When input materials are incomplete, declare a Bounded Assessment before proceeding. |
| 15 | 5. Echo the selected mode to the user before executing. |
| 16 | 6. Reach for `references/` only when the manifest's `references.on_demand` condition is satisfied. |
| 17 | |
| 18 | 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`. |
| 19 | |
| 20 | ## Modes |
| 21 | |
| 22 | | Mode | Use when | |
| 23 | |---|---| |
| 24 | | `full-section-review` | Complete 3-round review + Verification for a single section | |
| 25 | | `cross-section-review` | Cross-section consistency check | |
| 26 | | `verification-only` | Verdict only, no re-review | |
| 27 | | `targeted-review` | Specific issue (e.g. citation closure only) | |
| 28 | | `targeted-evidence-mode` | Evidence compliance only (orchestrator Step 9.5) | |
| 29 | | `mock-reviewer-package` | Optional pre-submission 3-reviewer package | |
| 30 | |
| 31 | ## Agent Dispatch |
| 32 | |
| 33 | `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. |
| 34 | |
| 35 | ## Independent Use |
| 36 | |
| 37 | | Input | Mode | Priority | Behavior | |
| 38 | |---|---|---|---| |
| 39 | | Section draft | full-section-review | 2 (path trigger) | Full 3-round review | |
| 40 | | Multiple sections | cross-section-review | 2 (path trigger) | Consistency only | |
| 41 | | "只用 verdict" | verification-only | 1 (explicit) | Verdict only | |
| 42 | | Specific issue | targeted-review | 1 (explicit) | Targeted check | |
| 43 | | Evidence focus | targeted-evidence-mode | 1 (explicit) | Evidence compliance | |
| 44 | | "审稿包" / pre-submission | mock-reviewer-package | 1 (explicit) | Optional reviewer package | |
| 45 | |
| 46 | | Scenario | Recommended | |
| 47 | |---|---| |
| 48 | | Just reviewing a draft | This skill (standalone) | |
| 49 | | During paper drafting | academic-paper-writer orchestrator | |
| 50 | | After polishing pass | academic-polishing → this skill | |