Atlas / Skills / galaxy-dawn / Nature Response

Nature ResponseSAFE

skills/galaxy-dawn/nature-response

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
0.1.0
Hosts
—
License
MIT
Stars
5,693
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

A reviewer-response skill for drafting, auditing, and revising point-by-point response letters for Nature-family and high-impact journal manuscript revisions.

This skill is bilingual-aware. It accepts Chinese or English reviewer comments, editor letters, author notes, and draft rebuttals, then prepares an English response package with Chinese author confirmation notes when useful.

What it does

  • splits reviewer comments into stable IDs such as R1.1, R1.2, and R2.1
  • classifies each concern by type, severity, action, evidence need, and risk
  • creates a response strategy summary before drafting prose
  • routes requests into drafting, auditing, revising, triage-only, or appeal-like handling
  • assigns editor instruction IDs such as E.1 before reviewer IDs when the decision letter includes editor instructions
  • drafts an editor-readable point-by-point response letter
  • maps each response to a manuscript action, location, or missing-information flag
  • rewrites defensive or vague author notes into professional response language
  • handles difficult cases such as out-of-scope experiments, factual reviewer errors, conflicting reviewers, statistical critiques, and compliance concerns
  • flags missing experiments, analyses, line numbers, citations, figure panels, and manuscript changes instead of inventing them

When to use

  • preparing a Nature, Nature Portfolio, Springer Nature, or similar high-impact journal revision
  • responding to major or minor revision comments
  • turning reviewer comments into a manuscript change checklist
  • auditing a draft rebuttal for missing responses, tone problems, or unsupported claims
  • converting Chinese author notes into submission-ready English point-by-point replies
  • deciding how to respectfully disagree with a reviewer or explain a scope boundary

What it returns

Unless the user asks for another format, the skill returns:

  1. response strategy summary
  2. comment-response tracker
  3. draft point-b
Read from source at commit 29ad4d4206fbOBSERVED · 2026-10-07
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: nature-response
description: >-
  Draft, audit, or revise point-by-point reviewer response letters for Nature-family
  manuscript revisions. Use when the user provides reviewer comments, editor decision
  letters, revision notes, response drafts, or asks how to respond to major/minor
  revision requests, rebuttal letters, response to reviewers, peer-review reports,
  审稿意见回复, 逐点回复, 修回信, 大修回复, 小修回复, or 如何回复 reviewer.
version: 0.1.0
status: Beta
---

# Nature Reviewer Response Skill

Use this skill to convert editor decision letters, reviewer comments, author notes, or
draft rebuttals into an auditable point-by-point response package for manuscript revisions.

The response letter is an editor-facing verification document. The goal is to show that every
reviewer concern has been understood, addressed, and mapped to a concrete manuscript change,
justified scientific response, or unresolved author action.

## Default stance

- Preserve each reviewer comment faithfully before responding.
- Every reviewer concern must be answered, cross-referenced, or explicitly marked as unresolved.
- Map every response to manuscript evidence, a revision location, a justified disagreement, or `AUTHOR_INPUT_NEEDED`.
- Do not invent experiments, analyses, citations, line numbers, figure panels, supplementary materials, editor instructions, reviewer identities, or manuscript changes.
- Prefer concise, evidence-linked replies over long defensive explanations.
- When disagreeing, acknowledge the concern first, then give a scientific or scope-based reason.
- When a reviewer misunderstood the manuscript, first consider whether the manuscript presentation caused the misunderstanding.
- Treat rebuttal letters as potentially public review artifacts; write with professional tone and traceability.

## Mined writing memory

For response structure or tone, check the active installed
`skills/ml-paper-writing/references/knowledge/paper-miner-writing-memory.md`
under the current client's skill home. Read only relevant rebuttal and venue
entries. Reviewer comments, manuscript changes, and journal instructions remain
the source of truth. Do not borrow claims or copy source phrasing. If the memory
is absent or has no relevant entries, continue with this skill's references.

## Accepted inputs

The skill may receive:

- editor decision letter
- reviewer comments
- previous response draft
- manuscript change notes
- tracked-change summary
- line or page numbers
- figure, table, and supplement list
- author notes in Chinese or English
- journal name and article type

If reviewer boundaries or comment segmentation are ambiguous, flag the ambiguity instead of
inventing reviewer structure.

## Workflow

1. Identify task mode and input readiness: `draft`, `audit`, `revise`, `triage-only`, or `appeal-like`.
2. Identify decision type: minor revision, major revision, revise-and-resubmit, transfer after review, or unclear.
3. Extract editor instructions first and assign IDs such as `E.1`, then split reviewer comments with IDs such as `R1.1`, `R1.2`, and `R2.1`.
4. Classify each item by category, severity, action label, missing input, readiness state, and risk.
5. Create a response strategy summary before drafting prose.
6. Draft responses using preserved reviewer comments unless the mode is `triage-only` or `appeal-like`.
7. Map each claimed change to manuscript location, figure, table, supplement, citation, or explicit placeholder.
8. Flag missing author input rather than fabricating details.
9. Run QA for completeness, traceability, factuality, tone, and unresolved risk.
10. Return the response package with package readiness: `ready_to_submit`, `draft_with_placeholders`, `needs_author_input`, or `blocked`.

## Output format

Unless the user asks for another format, return:

```text
Response strategy summary
- Decision type:
- Overall posture:
- Major risks:
- Suggested ordering:

Comment-response tracker
| ID | Reviewer concern | Type | Severity | Proposed action | Missing author input |
|---|---|---|---|---|---|

Draft point-by-point response letter
[editor-readable English response]

Manuscript change checklist
- [specific manuscript changes or placeholders]

Missing information / risk flags
- [specific unresolved items or "None"]

中文核对
- [when the user writes in Chinese; otherwise omit unless useful]
```

## Red lines

- Do not ignore any reviewer comment.
- Do not rephrase reviewer comments in a way that changes their meaning.
- Do not claim a revision was made unless the user supplied it.
- Do not invent line numbers, figure panels, citations, statistical results, or supplementary items.
- Do not use hostile or accusatory language.
- Do not cite time, money, or convenience as the primary reason for not doing a requested experiment.
- Do not hide limitations.
- Do not generate an appeal letter as the default path. Route appeal-like cases separately.
- Do not generate a cover letter in the MVP. Mention it only as adjacent revision-package material when relevant.

## Related files

| File | Open when |
|---|---|
| [references/intake-and-routing.md](references/intake-and-routing.md) | Before drafting, to identify task mode, minimum inputs, editor IDs, readiness state, and clarifying-question need |
| [references/source-basis.md](references/source-basis.md) | You need source hierarchy, rule provenance, or policy-vs-advice boundaries |
| [references/response-structure.md](references/response-structure.md) | You need the response package format or point-by-point letter anatomy |
| [references/comment-taxonomy.md](references/comment-taxonomy.md) | You need to classify reviewer comments by category and severity |
| [references/action-mapping.md](references/action-mapping.md) | You need action labels, tracker fields, and missing-input states |
| [references/tone-and-stance.md](references/tone-and-stance.md) | You need recommended language, forbidden phrasing, or disagreement tone |
| [references/chinese-author-alignment.md](references
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha 29ad4d4206fbfull audit observations/trust-audit/skill/galaxy-dawn__nature-response.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-0729ad4d4206fbSAFEB89first audit
05

Questions

What does the Nature Response skill do?

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

Is Nature Response safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Nature Response access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (29ad4d4206fb), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.

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