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comm-lit-review

Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary.

68

Quality

83%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

71%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 body is well-organized and actionable with a clear sequenced workflow, but it is a monolithic file that repeats some source/venue content and inlines material (venue tiers, source-value tables) that could live in separate reference files. Splitting those into one-level-deep references would improve progressive disclosure.

Suggestions

Move the Tier A/B/C venue lists into a references/venues.md file and reference it once from the Venue Priority section to reduce repetition and improve progressive disclosure.

Deduplicate the source enumeration (Source Selection, Retrieval Order, External Search Policy, and Output all re-list the same source set); define the set once and refer back to it.

Add an explicit verification/sanity checkpoint in the workflow (e.g., 'before writing the table, confirm each row has venue+year+source and that preprints are labeled') to lift workflow clarity.

DimensionReasoningScore

Conciseness

Mostly efficient and well-structured with bullets, but the valid-source list, retrieval order, and external search policy repeat overlapping source/venue content, adding some tokens that could be consolidated.

4 / 5

Actionability

Gives concrete guidance (glob patterns 'papers/**/*.pdf', explicit extraction fields, output table columns, venue tiers) rather than vague direction; as an instruction-only skill it lacks code but that is not penalized, leaving only minor gaps.

4 / 5

Workflow Clarity

Sequenced workflow (Step 0a/0b/0c -> 1 -> 2) with explicit graceful-degradation and conditional skip rules; no hard validation checkpoint, but the skill is read-only retrieval so the destructive/batch cap does not apply, leaving minor validation gaps.

4 / 5

Progressive Disclosure

Single monolithic SKILL.md with no bundle files; sections are well-organized but the full venue-tier lists and repeated source enumerations are inlined rather than split into referenced files, matching the 'some structure, content that should be separate is inline' anchor.

3 / 5

Total

15

/

20

Passed

Description

95%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 is strong: it clearly states what the skill does, when to use it, and provides a rich set of natural trigger terms scoped to a distinctive niche. Minor specificity gaps prevent a perfect specificity score but overall it is high quality.

DimensionReasoningScore

Specificity

States the concrete capability ('Communications-domain literature review with Claude-style knowledge-base-first retrieval') and enumerates many specific sub-domains, stopping just short of the fully comprehensive multi-action list of a 5.

4 / 5

Completeness

Explicitly answers both what ('Communications-domain literature review with Claude-style knowledge-base-first retrieval') and when ('Use when the task is about ... and the user wants papers, related work, a survey, or a landscape summary') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural terms users would say ('papers, related work, a survey, or a landscape summary') plus a broad synonym set ('wireless, networking, satellite/NTN, Wi-Fi, cellular, ...'), matching the comprehensive-coverage anchor.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (communications-domain literature review) with distinct triggers; the narrow domain scoping and fallback note minimize overlap with general literature skills.

5 / 5

Total

19

/

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.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

Total

15

/

16

Passed

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

Table of Contents

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