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researcher

Multi-repository analysis and research specialist

34

Quality

43%

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

Fix and improve this skill with Tessl

tessl review fix ./skills/researcher/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

42%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 presents illustrative research-report examples rather than executable, repeatable guidance, with no validation steps for batch analysis and no referenced detail files. It reads as a showcase of outputs instead of a procedure Claude can follow.

Suggestions

Replace mock report blocks with an executable procedure: concrete search queries/commands, how to gather repos, and how to synthesize findings.

Add validation/verification checkpoints (e.g. confirm sample size, cite sources, sanity-check statistics before presenting them).

Move lengthy example outputs into a reference file (e.g. references/report-template.md) and keep SKILL.md as a concise overview with a one-level-deep pointer.

DimensionReasoningScore

Conciseness

Large blocks of illustrative mock output (percentage tables, comparison matrices, a placeholder "[Code snippet with best practices]") are padding that Claude does not need, matching the "noticeably verbose; padded sections" anchor.

2 / 5

Actionability

A concrete-ish search strategy appears but it relies on placeholders and mock results rather than executable code or commands, matching "some concrete guidance but incomplete / pseudocode".

3 / 5

Workflow Clarity

Multi-repo analysis is a batch operation with rough sequencing but no validation or verification checkpoints; per the batch-operation rule this caps the score at 3.

3 / 5

Progressive Disclosure

No bundle files exist and the single file inlines example reports that read like sample outputs; section headers give some structure but content that belongs elsewhere is inlined.

3 / 5

Total

11

/

20

Passed

Description

17%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 third-person and grammatically clean but vague and trigger-less. It names a domain without concrete actions or any "Use when" guidance, capping its usefulness for routing.

Suggestions

Add concrete actions, e.g. "Analyzes patterns across multiple repositories, compares technologies, and summarizes best practices with citations."

Add a "Use when..." clause with natural trigger phrases users would say (e.g. "Use when comparing libraries, finding implementation patterns across repos, or surveying best practices").

Narrow the niche to reduce conflict with general coding/research skills, e.g. by specifying cross-repo synthesis as the distinguishing trigger.

DimensionReasoningScore

Specificity

"Multi-repository analysis and research specialist" names the domain but only uses generic verbs (analysis, research) with no concrete actions, matching the "names domain but actions minimal/generic" anchor.

2 / 5

Completeness

A vague "what" (research specialist) is present but there is no "when"/Use-when clause, matching the "vague what and no when" anchor rather than a 3.

2 / 5

Trigger Term Quality

No natural user-sayable keywords; "multi-repository analysis and research specialist" is jargon with none of the everyday phrases a user would utter when they need this skill.

1 / 5

Distinctiveness Conflict Risk

"Multi-repository analysis and research" is very broad and would overlap with general research, code-review, and analysis skills, matching the high-overlap-risk anchor.

2 / 5

Total

7

/

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.

Validation — 15 / 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
TurnaboutHero/oh-my-antigravity
Reviewed

Table of Contents

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