Menu

Individual skill

ts-paper-review

0upvotes

Adversarial peer-review HARDENING pass for a ts-paper draft — the thing a forward-only drafter/refiner can't do: argue the other side of the paper's claims. Distilled from PaperJury into a lean Claude-native engine: N isolated domain reviewers read the whole paper (verbatim-quote anti-skim) → merge/dedupe → perspective-diverse skeptics try to refute each issue → loop-until-dry → a prioritized, verified issue list, which is fixed through the refine stage (each fix bound to a close_criterion) and re-linted. Run after refine (before figure/latex), or whenever the user asks to "review / critique / 审稿 / harden" the paper. Adapts to proposal vs data-aware mode. Stage 5 of the suite: runs by default (engine-agnostic — via the Workflow tool, parallel subagents, or fully in-context; identical algorithm and output, so it is NEVER skipped merely because a Workflow tool is absent); skip only on explicit user request for a quick/no-review draft. Cost-tiered (it spends extra passes), so tune how heavy it is — not whether it runs.

skills/ts-paper-review/SKILL.md

Read pinned source

Source commit c17149def034bc777462de612926c8e3b6d01b8c

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Not checked yet
Last checked
Nov 10, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,200
Repository last updated
Aug 22, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# ts-paper-review — adversarial peer-review (harden the draft before finalizing)

Stage 5 of the ts-paper suite — runs by default after refine, before figure.

The rest of the suite is forward-only: it drafts, then polishes. Nothing argues *against* the paper the
way a reviewer will. This stage does — a lean version of PaperJury's courtroom engine. It **runs by
default** as stage 5; skip only on explicit user request for a quick/no-review draft, recorded in
`logs/0_route.io.md`. It is cost-tiered (it costs extra passes), so tune *how heavy* it runs, not whether.

## When to use / not
- **Use** by default after `ts-paper-refine` (before `ts-paper-figure`/`ts-paper-latex`) as the
  pre-finalization hardening pass, or whenever the user says review / critique / 审稿 / 评审 / harden /
  "pick it apart".
- **Skip only on explicit user request** for a quick/no-review draft (record the opt-out in
Back to top