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nature-paper-card

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.

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

81%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The router body is an exemplary operational protocol: fully executable script commands, a six-step workflow with validation checkpoints, fallback feedback loops, and a pre-delivery checklist, with only minor duplicated red-line text to trim. Its critical defect is progressive disclosure: the manifest and static core/fragment layer it declares mandatory are absent from the bundle, so the router's central reference chain cannot actually be followed.

Suggestions

Ship the referenced manifest.yaml and static/core/ plus static/fragments/paper_type/ files in the bundle (or inline the essential core principles/workflow/output contract into SKILL.md) so the mandatory step-1 load path resolves.

De-duplicate the script prohibitions: state them once, either in step 2 or in the 'Script red lines' section, keeping only the additional red line about not resolving scripts relative to the current working directory.

Add a brief pointer to what the 16 card sections look like (e.g., a two-line sample or an anchor into references/card-schema.md) so the router remains navigable even if the static layer is unavailable.

DimensionReasoningScore

Conciseness

The body is dense and operational with no explanations of concepts Claude already knows, but the 'Script red lines' section duplicates step 2's prohibitions nearly verbatim ('Never write inline Python, a temporary extraction script, or a replacement script' vs 'Do not write or execute inline Python as a substitute for either bundled script. Do not create extract_pdf.py, parse_paper.py...'). That minor trimmable duplication fits the 4 anchor; it is not 5, and far above the padding seen in the 2-3 anchors.

4 / 5

Actionability

Provides copy-paste-ready invocations for both bundled scripts with explicit path resolution ('Resolve SKILL_DIR as the directory containing this loaded SKILL.md... Run exactly the bundled script by its resolved path'), argument templates, the --render-dir variant, and per-mode auditor commands covering the common cases. Fully executable guidance, matching the 5 anchor; the 4 anchor's 'minor gaps' do not apply.

5 / 5

Workflow Clarity

A six-step sequenced protocol with explicit validation checkpoints ('Inspect the script exit code and the bundle validation block before drafting', 'Treat audit errors as blockers'), feedback loops for error recovery ('If preparation fails, record the failure... Then enter the strongest supported fallback mode'; 'If the auditor itself cannot run, state that failure and manually apply only its documented checks'), and a nine-item pre-delivery checklist. This matches the 5 anchor including validation and error recovery.

5 / 5

Progressive Disclosure

Scored against the actual bundle: the three references/ files and two scripts/ files exist, are one level deep, and are clearly signaled with load timing ('Read [references/card-schema.md] when drafting the final Markdown'). However, the mandatory entry point is dead — 'Read [manifest.yaml](manifest.yaml), then read every file under always_load' plus 'static/core/' and 'static/fragments/paper_type/' do not exist in the bundle, so the disclosure chain breaks at step 1 and the core content is unreachable. This navigation failure is worse than the 3 anchor's 'not clearly signaled' references, though the well-signaled surviving references keep it above the monolithic/no-structure level of 1.

2 / 5

Total

16

/

20

Passed

Description

75%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description states a concrete artifact and four specific analysis dimensions with an explicit bilingual 'Use for' trigger clause and clear negative boundaries. Its main gaps are the absence of English trigger variants and the reliance on Chinese-only triggers for the 'when', which slightly limits completeness and distinctiveness for non-Chinese requests.

Suggestions

Add English trigger phrases to the 'Use for' clause (e.g., 'paper deep reading, paper note/card, method breakdown, evidence-chain analysis') so the 'when' is explicit for English-language requests, not just Chinese ones.

Include common synonyms such as 精读/deep read and 'paper reading notes' to broaden natural trigger coverage.

Add a brief positive boundary for generic requests (e.g., 'for a deep-reading analysis card, not a plain summary or presentation') to further reduce overlap with adjacent reading/summarizing skills.

DimensionReasoningScore

Specificity

Names the concrete output artifact ('structured deep-reading Paper Card for one scientific paper') plus four specific analysis objects ('methods, experiment-to-claim evidence, limitations, and research ideas'), matching the 'several specific actions with minor gaps' anchor. It falls short of 5 because these are analysis topics rather than a comprehensive list of concrete operations (e.g., figure/table analysis or grounding checks are unmentioned).

4 / 5

Completeness

Both 'what' (build/analyse a Paper Card with listed components) and an explicit 'Use for 论文精读卡、方法拆解、证据链分析' trigger clause are present, so it clears the 3-cap for missing triggers. It is not 5 because the 'when' relies solely on Chinese genre terms and negative boundaries ('not full-paper bilingual translation or formal peer review'), leaving English-trigger usage only implied.

4 / 5

Trigger Term Quality

Natural phrases a target user would say are present ('Paper Card', 'deep-reading', and the Chinese 论文精读卡、方法拆解、证据链分析), giving good keyword coverage per the 4 anchor. It is not 5 because common English variations ('paper summary', 'close reading', 'paper notes') and the shorter 精读 are missing.

4 / 5

Distinctiveness Conflict Risk

The distinctive 精读卡 genre term plus explicit exclusions ('not full-paper bilingual translation or formal peer review') make it mostly distinct with minor overlap risk, fitting the 4 anchor. It is not 5 because a generic request like 'read/summarize this paper' in English could still pull in adjacent paper-reading skills.

4 / 5

Total

16

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 1 missing

Warning

Total

15

/

16

Passed

Repository

Yuan1z0825/nature-skills

Path

skills/nature-paper-card/SKILL.md

Reviewed

Table of Contents

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