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skill-seekers

-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.

Quality

49%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/skill-seekers/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

22%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 an empty template shell: the frontmatter description is repeated three times across generic sections, with zero concrete instructions, steps, or examples for the conversion process it claims to provide. It scores at the bottom on actionability and workflow clarity, with all real content deferred to an external repository link.

Suggestions

Replace the circular boilerplate with the actual conversion workflow: concrete steps for ingesting a documentation site, GitHub repo, or PDF (e.g., crawl/clone commands, extraction approach, SKILL.md generation template, and a validation pass on the output).

Add at least one worked example — e.g., a sample generated SKILL.md (frontmatter + body) for a real repo or docs site — so Claude can pattern-match output format.

Either bundle the detailed conversion guidance into references/ files with clearly signaled links, or inline a concise version; do not rely solely on the external GitHub repository for the skill's substance.

DimensionReasoningScore

Conciseness

The body is short (under 20 lines), so token budget is respected, but roughly two-thirds of it is circular filler — the frontmatter description is pasted verbatim into Overview, 'When to Use', and 'Instructions'. This is 'mostly efficient but includes some unnecessary padding that could be tightened' (anchor 3); it is not anchor 4 because the redundant boilerplate sections are more than minor trimmable instances, and not anchor 2 because the absolute volume is small and no concepts are over-explained.

3 / 5

Actionability

The Instructions section says only "This skill provides guidance and patterns for -automatically convert..." — pure abstraction with no code, commands, steps, or examples of how to convert a website/repo/PDF into a skill. This exactly matches anchor 1 ('entirely vague or abstract; only describes rather than instructs'); the sole link to the external source repository is a pointer, not executable guidance.

1 / 5

Workflow Clarity

Converting a documentation site, repository, or PDF into a skill is inherently a multi-step process (fetch/clone, extract structure, generate SKILL.md, bundle references, validate), yet no steps or sequence appear anywhere in the body. This matches anchor 1 ('steps missing or incoherent; no sequence; no validation for risky operations').

1 / 5

Progressive Disclosure

The body has a section structure (Overview, When to Use, Instructions) and one clearly labeled outbound link ("see the source repository"), but no bundled reference files exist and the only pointer to actual detail is an external URL rather than navigable skill content. The simple-skill exception (score 5 for well-organized short skills) does not apply because the sections are circular boilerplate with garbled grammar, not clear, well-organized content — fitting anchor 3 ('some structure but could be better organized').

3 / 5

Total

8

/

20

Passed

Description

53%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 communicates a concrete, distinctive purpose but is undermined by a missing 'Use when' trigger clause, no action synonyms, and a stray leading hyphen typo ("-Automatically"). It reads as a service tagline ('in minutes') rather than a trigger-optimized skill description.

Suggestions

Append an explicit trigger clause, e.g., "Use when the user asks to create, generate, or build a Claude skill from a documentation site, GitHub repository, or PDF."

Add natural trigger synonyms and variations users would actually say: 'create skill', 'generate skill', 'skill generator', 'turn this repo/docs into a skill'.

Remove the stray leading hyphen and the marketing filler 'in minutes', which adds no trigger value.

DimensionReasoningScore

Specificity

The description names the domain and inputs concretely ("documentation websites, GitHub repositories, and PDFs into Claude AI skills") but lists only a single generic action ("convert"). It matches anchor 3 (domain plus 1-2 concrete actions, not comprehensive); it is not anchor 4 because there are no several specific actions, and not anchor 2 because the three distinct input types make it more concrete than 'Processes PDF files'.

3 / 5

Completeness

A clear 'what' is stated ("Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills"), but there is no 'Use when...' clause or equivalent trigger guidance, which per the judging guidelines caps completeness at 3. This exactly matches anchor 3 ('clear what but when is missing'); it cannot be 4 since 'when' is entirely absent, and not 2 since the 'what' is concrete rather than vague.

3 / 5

Trigger Term Quality

Relevant keywords are present ("documentation websites", "GitHub repositories", "PDFs", "Claude AI skills", "convert"), but common variations and synonyms are missing — e.g., 'create', 'generate', 'build', or 'make a skill'. This fits anchor 3 ('some relevant keywords but missing common variations or synonyms'); it falls short of anchor 4's 'good keyword coverage' because only one action verb is offered with no synonym coverage.

3 / 5

Distinctiveness Conflict Risk

The skill occupies a clear niche (generating Claude skills from source material) with fairly distinct triggers. Minor overlap risk remains: mentions of "PDFs" and "documentation" could pull it in when users merely want to read or process PDFs/docs, and it could collide with other skill-authoring skills — matching anchor 4 ('mostly distinct; minor overlap risk'). Not 5 because those shared terms create real overlap risk with document-processing skills.

4 / 5

Total

13

/

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

administrakt0r/AI-Agents-Safe-Coding-Skills

Path

skills/skill-seekers/SKILL.md

Reviewed

Table of Contents

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