Nature Reader

Create source-grounded Chinese-English paper readers with aligned text.

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Works in any agent

yuan1z0825/nature-skillspinned 8488081

✓ Security state: reviewed

2 static scans, 0 counted findings.

Recorded for this package revision; Edge checks the exact bundle again when your agent loads it.

SKILL.md20 files · 65.9 KB

From yuan1z0825’s public repository. Edge did not write or edit this skill.

What this skill does for you

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.

Quoted from the skill description in the pinned source

Use it with Edge

Set up Edge for me: read getedge.cc/SKILL.md and follow it. Then use Edge to load the nature-reader skill from yuan1z0825/nature-skills.

Paste it into Claude, ChatGPT, Codex or Cursor.

Or read the skill source first.

Security evidence

Security state at 2026-10-15: reviewed. State definitions. This records static evidence for this revision; live load eligibility is checked again.

2 static scans, 0 counted findings. The listed scanners recorded the results shown for this package revision.

Scanner	Date	Result	Findings
Edge static checks	2026-09-29	Pass	0
Edge committed-secret checks	2026-09-29	Pass	0

Static scans check the code, not how well the skill works.

Scanner scope, raw findings and mirrored provider records

Edge static checks (Edge-run): edge-static/1.0.0. Scope: Static patterns for remote execution, credentials with network sends, obfuscation, prompt overrides, hidden Unicode, binaries and persistence. Revision: 84880815fb37317b3766bff2c2abba395b8993c3. Raw findings: not supplied. Counted findings: .

Edge committed-secret checks (Edge-run): edge-secrets/1.0.0. Scope: Credentials committed in the skill's files (values never shown). Revision: 84880815fb37317b3766bff2c2abba395b8993c3. Raw findings: not supplied. Counted findings: .

Socket (skills.sh mirror): Version unavailable. Scope: Not supplied by the mirrored record. Revision: not supplied. Raw findings: not supplied. Counted findings: Not supplied.

Snyk (skills.sh mirror): Version unavailable. Scope: Not supplied by the mirrored record. Revision: not supplied. Raw findings: not supplied. Counted findings: Not supplied.

Source and licence

Repository: https://github.com/yuan1z0825/nature-skills
Pinned skill file: View source at revision
Revision: 84880815fb37317b3766bff2c2abba395b8993c3
Package hash: sha256:7030fbfcd39d5bded76d595ef8e60ab62b65397eb1c90715b5f85ea11584196a
Licence: Apache-2.0

Files in the scanned package

20 files, 65.9 KB at revision 84880815fb37. Each link opens the file on GitHub at that pinned revision.

File	Size
SKILL.md	3.8 KB
README.md	2.1 KB
README_EN.md	2.3 KB
agents/openai.yaml	218 bytes
evals/evals.json	3.5 KB
manifest.yaml	2.1 KB
references/article-anatomy.md	3.3 KB
references/equation-handling.md	5.1 KB
references/figure-extraction.md	2.0 KB
references/grounding-rules.md	2.2 KB
references/output-spec.md	4.9 KB
scripts/validate_reader_math.py	17.4 KB
static/core/output-contract.md	2.1 KB
static/core/principles.md	3.7 KB
static/core/workflow.md	5.1 KB
static/fragments/source/doi-arxiv.md	1.2 KB
static/fragments/source/html.md	1.2 KB
static/fragments/source/pasted-text.md	1.2 KB
static/fragments/source/pdf-text.md	1.3 KB
static/fragments/source/scanned-pdf.md	1.2 KB

Try Nature Reader in your agent.

Create source-grounded Chinese-English paper readers with aligned text.

Copy setup link