Skills for Real Engineers. Straight from my .agents directory.
nature-paper-card
Agent skill fromYuan1z0825/nature-skills
Build a structured deep-reading Paper Card for one scientific paper, analysing methods, experiment-to-claim evidence, limitations, and research ideas. Use for 论文精读卡、方法拆解、证据链分析; not full-paper bilingual translation or formal peer review.
How to install nature-paper-card
npx skills add Yuan1z0825/nature-skills# or add only this skill to Claude Code: copy the folder
skills/nature-paper-card/
# into
~/.claude/skills/nature-paper-card/ (all projects)
.claude/skills/nature-paper-card/ (one project)
1# Nature Paper Card - Router23Use this skill to turn one paper into an evidence-grounded research card, not a translated abstract, generic summary, reviewer report, or publication article.45The skill uses:67- a static core under `static/core/` for principles, workflow, and the fixed output contract;8- one paper-type fragment under `static/fragments/paper_type/`;9- on-demand references for evidence labels, the exact card schema, and research-idea checks.1011## Routing protocol1213Follow these steps every time.1415### 1. Load the manifest and core layer1617Read [manifest.yaml](manifest.yaml), then read every file under `always_load`. Do not generate the card from this router alone.1819### 2. Establish the source boundary2021Identify which material is available:2223- full paper with figures and tables;24- paper text without reliable layout;25- abstract or metadata only;26- an existing `nature-reader` artifact with stable source IDs.2728Prefer an existing `nature-reader` artifact when supplied. Do not repeat full bilingual translation or figure extraction. If only partial material is available, create a visibly partial card and mark every unsupported section `Not assessable from supplied material`.2930For a PDF or `nature-reader` source-map JSON, the bundled script is mandatory.31321. Resolve `SKILL_DIR` as the directory containing this loaded `SKILL.md`.332. Verify `SKILL_DIR/scripts/prepare_paper.py` exists.343. Run exactly the bundled script by its resolved path:3536```text37…
Excerpt shown under the repository's Apache-2.0 license.
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