stage-resp-writer

Drafts point-by-point reviewer responses with a claim-evidence ledger and tracked promises.

2|Updated Aug 3, 2026
One-click install
npx skills add https://github.com/wanghao9610/STAGE --skill stage-resp-writer-wanghao9610
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: stage-resp-writer
Source: https://github.com/wanghao9610/STAGE/tree/main/.qwen/skills/stage-resp-writer
Command: npx skills add https://github.com/wanghao9610/STAGE --skill stage-resp-writer-wanghao9610

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Answering peer reviews means tracking every reviewer point, mapping it to claims and evidence, deciding what to rebut or concede, and staying inside the venue's response limit — all without losing accountability for promised changes. This Skill turns raw review files into a structured point ledger, a venue-compliant response draft, and a checklist of promises. ## Core Features & Use Cases - Point ledger generation: Parses every review in cycls/<cycle>/reviews/ (both received reviews and simulated reviews) into atomic points mapped to attacked claims and fingerprinted evidence. - Three dispositions with user control: Each point is marked rebut, promise, or concede; concessions and promises require explicit user approval, and conceded claims are downgraded to weakened in the claims ledger. - Venue-constrained drafting: Writes RESPONSE_<date>.md within the venue's response_type and response_limit, citing only fingerprinted evidence, and mirrors every promise as a checkbox in tasks/<cycle>_promises.md. - Use Case: After receiving three reviewer reports for a conference submission, run the Skill to produce a point-by-point rebuttal letter that cites existing experimental evidence, records two promised ablations as tracked checkboxes, and flags one indefensible claim as weakened. ## Quick Start Ask the assistant to draft a point-by-point response to the reviews in the current cycle, for example by saying "run stage-resp-writer for cycle 1 and draft the rebuttal".

Frequently Asked Questions about stage-resp-writer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I draft a rebuttal letter from reviewer comments?

Place each review as a received_<id>.md file in the cycle's reviews directory, then invoke the Skill with the cycle name. It parses every review into atomic points, maps them to claims and evidence, and drafts a point-by-point response within the venue's response limit.

How are reviewer points mapped to paper claims and evidence?

Each point is matched against the claims ledger to identify attacked claim IDs, then linked to fingerprinted evidence entries. Simulated reviews carry claim IDs already; free-form reviews are inferred, and uncertain mappings are explicitly marked uncertain in the ledger.

Can the response cite new experimental results not yet imported?

No. Every number quoted to a reviewer must trace to a fingerprinted evidence entry. Results without imported evidence can only appear as a promise to produce them, recorded as a checkbox in the promises file.

Does the Skill edit the manuscript or review files?

No. Review files are read-only inputs and the manuscript is never touched. Promised edits are recorded as checkboxes routed to drafting skills, and conceded claims are only downgraded to weakened in the claims ledger.

What happens if the venue does not allow a response?

When the venue configuration sets response_type to none, the Skill builds the point ledger and promise checkboxes for the revision but skips drafting the response document, and explains why.

What are the limitations of automated rebuttal drafting?

Concessions and promises always require explicit per-point user approval, so the Skill cannot decide what to concede autonomously. It also cannot argue beyond what the imported evidence proves, and venue rules must be user-confirmed facts.