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paper-finder

Search existing paper notes by title, author, keyword, or research domain

59

Quality

69%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Critical

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tessl review fix ./skills/paper-finder/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

72%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 skill body is concise and well-structured with a clear four-step workflow and concrete scoring rules. It would benefit from executable search specifics and basic validation/edge-case handling for empty or ambiguous results.

Suggestions

Provide concrete Grep examples (e.g. patterns/flags for title vs. frontmatter author search) and specify the papers directory path.

Add a validation/edge-case step for zero or ambiguous results (e.g. 'If no matches, broaden terms or report none found').

Clarify how match location is determined and displayed so the output step is unambiguous.

DimensionReasoningScore

Conciseness

The body is lean and well-organized with no padding and no explanation of concepts Claude already knows; every section earns its place.

5 / 5

Actionability

Gives concrete scoring rules (+10/+8/+5/+3) and a clear display format, but provides no actual Grep patterns/commands and leaves the 'papers directory' location unspecified, leaving key execution details missing.

3 / 5

Workflow Clarity

Four steps are clearly sequenced, but there are no validation checkpoints (e.g. handling zero results, confirming matches) for this batch search operation.

3 / 5

Progressive Disclosure

Under 50 lines with no need for external references, the content is well-organized into clear sections (Goal, Workflow steps, Usage) — meeting the simple-skill exception for a top score.

5 / 5

Total

16

/

20

Passed

Description

66%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 concise, specific, and third-person, clearly conveying what the skill does. Its main weakness is the absence of an explicit 'Use when...' trigger clause, which leaves the activation context implicit.

Suggestions

Add a 'Use when...' clause naming concrete trigger phrases, e.g. 'Use when the user wants to find paper notes by title, author, keyword, domain, or tag.'

Mirror the body's full search-type list (including 'tag') in the description for complete coverage.

Consider adding natural synonyms or file extensions (e.g. 'notes', '.md') to broaden trigger-term match quality.

DimensionReasoningScore

Specificity

Names the domain (paper notes) and lists several concrete search actions — 'by title, author, keyword, or research domain' — with only minor coverage gaps (e.g., tag search mentioned in the body but not the description).

4 / 5

Completeness

Clearly states what the skill does ('Search existing paper notes by...') but provides no 'Use when...' trigger clause, which per the guidelines caps completeness at 3.

3 / 5

Trigger Term Quality

Includes natural terms a user would say ('title', 'author', 'keyword', 'research domain'), but misses common synonyms and file extensions like 'notes', '.md', or 'tag' that the body uses.

4 / 5

Distinctiveness Conflict Risk

Targets a clear niche — searching existing paper notes — with mostly distinct triggers and only minor overlap risk with general note-search or literature skills.

4 / 5

Total

15

/

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
OpenLAIR/dr-claw
Reviewed

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