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research

Current external research using available web tools, primary sources where possible, links/citations, date awareness, synthesis, and unresolved uncertainty.

55

Quality

63%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./crates/tui/assets/skills/research/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

70%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 exceptionally concise and well-structured for a simple skill, but its actionability and workflow clarity are held back by a lack of executable specifics and validation checkpoints.

Suggestions

Add one concrete citation-format example (e.g., '[Title](url) — accessed YYYY-MM-DD, version vX.Y') so the 'links/citations' and 'version pins' steps are executable.

Insert an explicit verification step in the workflow, such as confirming each cited link resolves and that a source is primary before relying on it.

Show a minimal synthesis format or template (fact vs. inference separation) to make the 'Synthesize' step copy-paste actionable.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — short imperative steps ('Prefer primary sources', 'Note dates and version pins', 'Synthesize; separate fact from inference') with no padding and every token earning its place.

5 / 5

Actionability

The guidance is concrete in direction but lacks executable specifics — there is no example of how to capture a citation, what a 'version pin' looks like, or how to format the synthesis, leaving key details for execution.

3 / 5

Workflow Clarity

A clear 4-step sequence is present, but it has no validation checkpoints (e.g., verifying a source is primary, confirming a citation resolves) and no feedback loop, which the rubric treats as gaps for sequence-without-checkpoints.

3 / 5

Progressive Disclosure

For a simple skill under 50 lines with no need for external references, the body is well-organized into clear sections (When to use, Non-goals, Workflow), which the rubric's simple-skill exception lets score 5.

5 / 5

Total

16

/

20

Passed

Description

56%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 specific and reasonably distinctive about external research behavior, but it omits an explicit 'Use when...' trigger clause, which caps completeness, and its trigger terms are more descriptive than phrases users naturally say.

Suggestions

Add an explicit 'Use when...' trigger clause naming concrete user phrases (e.g., 'Use when the user asks to look up current facts, find release notes, or gather sources on a topic').

Incorporate natural user-facing trigger terms and synonyms (e.g., 'look up', 'find out', 'cite sources', 'release notes', 'current as of') alongside the descriptive keywords.

Sharpen the capability list into discrete concrete actions (e.g., 'search the web, read primary sources, capture citations with dates, synthesize findings, flag uncertainty') for fuller coverage.

DimensionReasoningScore

Specificity

The description names several concrete capabilities ('web tools', 'primary sources', 'links/citations', 'date awareness', 'synthesis', 'unresolved uncertainty') but these are activities/attributes rather than a comprehensive set of discrete actions, leaving minor coverage gaps.

4 / 5

Completeness

It clearly states what the skill does (current external research with sources and synthesis) but provides no explicit 'Use when...' trigger clause, so the 'when' is only weakly implied — capping completeness at 3 per the rubric.

3 / 5

Trigger Term Quality

It includes relevant keywords like 'research', 'web tools', 'primary sources', and 'citations', but lacks the natural phrases a user would say ('look this up', 'find out about', 'cite sources') and common synonyms or specific trigger phrases.

3 / 5

Distinctiveness Conflict Risk

The emphasis on external research with primary sources, citations, and dated pins carves out a fairly distinct niche with only minor overlap risk against general-purpose skills.

4 / 5

Total

14

/

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

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
Hmbown/CodeWhale
Reviewed

Table of Contents

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