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paper-finder

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

58

Quality

67%

Does it follow best practices?

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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

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 well-structured with a clear four-step workflow and concrete scoring rules, but actionability is held back by the absence of executable Grep command examples. Adding one or two concrete search-command snippets would make the guidance copy-paste ready.

Suggestions

Add a concrete Grep example per search type, e.g. `Grep "author: Jane Doe" papers/**/*.md` for author search and `Grep -i "<keyword>" papers/` for content search, so guidance is executable.

Specify the papers directory path so the search target is unambiguous rather than 'the papers directory'.

Optionally show a short example of the expected result grouping/display format so Step 4 is reproducible.

DimensionReasoningScore

Conciseness

The body is lean (~37 lines) with no padding and no explanation of concepts Claude already knows; every section (Goal, Workflow, Usage) earns its place, matching the 'lean and efficient; every token earns its place' anchor.

3 / 3

Actionability

It names the tools to use (Grep) and what to search (title/author/content/domain), and gives concrete point values for scoring, but provides no actual executable Grep command examples or file paths, so guidance is 'some concrete but incomplete; missing key details.'

2 / 3

Workflow Clarity

The four steps (Parse Query → Execute Search → Score Results → Display Results) are clearly sequenced and unambiguous; as a simple, single-purpose read-only skill under 50 lines it qualifies for the simple-skills exception despite lacking explicit validation checkpoints.

3 / 3

Progressive Disclosure

No bundle files exist and none are needed; the content is well-organized into clearly labeled sections (Goal, Workflow, Usage), which per the guidelines lets a sub-50-line skill with no external references score 3.

3 / 3

Total

11

/

12

Passed

Description

50%

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 and third-person with concrete search dimensions, but it states only what the skill does without an explicit trigger clause, capping several dimensions at 2. Adding a 'Use when...' clause and a few natural-language synonyms would lift completeness and trigger-term quality.

Suggestions

Add an explicit trigger clause, e.g. "Use when the user wants to find or look up existing paper notes by title, author, keyword, domain, or tag."

Include natural synonyms users would actually say (find, look up, papers, citations) to improve trigger-term coverage.

Clarify distinctiveness by tying the skill to the paper-notes vault context (e.g. "Search Dr. Claw's paper notes vault") to reduce overlap with generic note-search skills.

DimensionReasoningScore

Specificity

"Search existing paper notes by title, author, keyword, or research domain" names a clear domain and several concrete search facets, but describes a single search action rather than multiple distinct actions, so it does not reach the 'lists multiple specific concrete actions' anchor.

2 / 3

Completeness

It clearly answers what the skill does (search paper notes by several dimensions) but provides no explicit 'Use when...' trigger clause, which per the guidelines caps completeness at 2.

2 / 3

Trigger Term Quality

The terms "title, author, keyword, or research domain" are natural phrasing a user might say, but coverage is limited to the search dimensions with no common synonyms (e.g. "find", "lookup", "papers", "citations"), so it has 'some relevant keywords but missing common variations.'

2 / 3

Distinctiveness Conflict Risk

"Search existing paper notes" has a recognizable research-note niche but the search-by-keyword framing could overlap with general note-search skills, so it is 'somewhat specific but could still overlap with similar skills.'

2 / 3

Total

8

/

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

allowed_tools_field

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

Warning

Total

15

/

16

Passed

Repository
OpenLAIR/dr-claw
Reviewed

Table of Contents

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