Individual skill

nature-reader

Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations. Use for 全文翻译、中英文对照、论文精读 or source-linked questions about a paper; respect a requested excerpt or question without generating a full reader.

skills/nature-reader/SKILL.md

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Source commit b6ae2cac022f4aac094d50f2938a3474ba315fbc

What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: Yes
Repository scan complete: No
Skill scan complete: No
Observed behavior: Network or broad shell
Last checked: Nov 9, 2026

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Repository context

Repository stars (not skill ratings): 53,203
Repository last updated: Nov 10, 2026
License: Apache-2.0

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

codex-skills Repository topic
nature Repository topic
nature-skills Repository topic
research Derived category

Files and excerpt

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

Browse files

README.mddoc · 2,108 bytes
README_EN.mddoc · 2,398 bytes
SKILL.mdcore · 3,902 bytes
SKILL.mdcore · 3,902 bytes
SKILL.mdcore · 3,902 bytes
SKILL.mdcore · 3,902 bytes
SKILL.mdcore · 3,902 bytes
SKILL.mdcore · 3,902 bytes
agents/openai.yamlasset · 218 bytes
evals/evals.jsonasset · 3,601 bytes
manifest.yamlasset · 2,194 bytes
references/article-anatomy.mddoc · 3,363 bytes
references/equation-handling.mddoc · 5,214 bytes
references/figure-extraction.mddoc · 2,054 bytes
references/grounding-rules.mddoc · 2,259 bytes
references/output-spec.mddoc · 4,967 bytes
scripts/validate_reader_math.pyruns · 17,840 bytes
static/core/output-contract.mddoc · 2,159 bytes
static/core/principles.mddoc · 3,807 bytes
static/core/workflow.mddoc · 5,213 bytes
static/fragments/source/doi-arxiv.mddoc · 1,251 bytes
static/fragments/source/html.mddoc · 1,206 bytes
static/fragments/source/pasted-text.mddoc · 1,236 bytes
static/fragments/source/pdf-text.mddoc · 1,295 bytes
static/fragments/source/scanned-pdf.mddoc · 1,230 bytes

Read excerpt


# Full-Paper Markdown Reader — Router

## Routing protocol

First distinguish creating a reader from answering a question or translating an excerpt.
For a source-linked question, read `references/grounding-rules.md` and inspect only the relevant
source material; reuse existing source-map IDs when available. Do not regenerate the reader or
require a full source map before answering. For an explicit excerpt request, apply extraction,
translation, and grounding rules to that excerpt. The full-artifact workflow below applies when
the user requests a reader or full-paper translation.

For a new task, load the core and matching resources below. Reuse already loaded guidance on follow-ups; load more only when the task needs it.

### 1. Load the manifest and the core layer