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deepxiv

Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed literature retrieval.

74

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

The body is concise and highly actionable with executable commands and a clear step sequence, but it keeps adapter-resolution logic inline without supporting bundle files and lacks explicit validation feedback loops for batch operations, capping workflow clarity and progressive disclosure at 2.

Suggestions

Add an explicit validation/retry loop for batch search (e.g., check the JSON output parses and the result count before presenting) to lift workflow clarity toward 3.

Move the multi-step adapter-resolution shell logic into a scripts/ file referenced from SKILL.md to improve progressive disclosure and keep the overview lean.

Add a brief guard confirming the resolved adapter actually runs (auto-demote on failure) so the fallback path is exercised rather than only described.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it skips explaining what arXiv/PDFs are and jumps to constants, an argument-parsing spec, and concrete shell commands, with every section earning its place.

3 / 3

Actionability

Provides fully executable bash snippets (adapter resolution chain, python3 fetcher invocations, and raw deepxiv CLI fallbacks) plus a concrete argument grammar and override examples that are copy-paste ready.

3 / 3

Workflow Clarity

The six numbered steps give a clear sequence and a smoke-test checkpoint, but batch search operations lack an explicit validate-fix-retry feedback loop; per the guidelines, batch operations without validation checkpoints cap workflow clarity at 2.

2 / 3

Progressive Disclosure

Content is organized into clear sections and points one level deep to shared-references/integration-contract.md, but no bundle files (references/, scripts/, assets/) exist, so much adapter detail lives inline in SKILL.md rather than being split out.

2 / 3

Total

10

/

12

Passed

Description

100%

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

A well-crafted description: it names concrete capabilities, provides explicit 'Use when' triggers in third person, and carves out a distinct niche for progressive paper reading. No vague fluff or over-claims are present.

DimensionReasoningScore

Specificity

Lists several concrete actions including 'Search and progressively read open-access academic papers', 'layered paper access', 'section-level reading', 'trending papers', and 'DeepXiv-backed literature retrieval', paralleling the anchor example that enumerates multiple specific capabilities.

3 / 3

Completeness

Explicitly answers 'what' (search and progressively read open-access papers) and 'when' via the 'Use when the user wants...' clause, matching the highest completeness anchor.

3 / 3

Trigger Term Quality

Includes natural user-facing phrases such as 'layered paper access', 'section-level reading', 'trending papers', and 'literature retrieval' that a user would plausibly say when wanting this skill.

3 / 3

Distinctiveness Conflict Risk

The DeepXiv-specific progressive-reading niche with section-level access and trending is clearly distinct from generic literature tools and unlikely to trigger the wrong skill.

3 / 3

Total

12

/

12

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.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 3 suspicious

Warning

Total

15

/

16

Passed

Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Reviewed

Table of Contents

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