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check-understanding

Phase quiz for AI Engineering from Scratch. Trigger with "quiz me", "test phase", "check my understanding", "do I know phase 3", or `/check-understanding <phase>`.

70

Quality

86%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

82%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.

A well-structured, highly actionable instruction-only skill with concrete templates, exact paths, and clear validation for phase resolution. Minor gains are available in conciseness (trimming verbatim templates) and making the lesson-reading breadth an explicit checkpoint.

Suggestions

Trim the full four-option sample question and the verbatim grade-message templates to shorter representative snippets to improve conciseness.

Replace the soft "read as many lesson docs as needed" heuristic in Step 2 with an explicit checkpoint (e.g., a target lesson count or breadth rule) to strengthen workflow clarity.

Consider moving the 20-row Phase Map table into a referenced file under references/ and summarizing it inline, to push progressive disclosure toward a clean overview-plus-reference split.

DimensionReasoningScore

Conciseness

The body is lean and task-focused with no concept padding, but the verbatim result-message templates and the full sample question with four options add length that could be trimmed slightly, fitting 'efficient with minor over-explanation' rather than the lean anchor above.

4 / 5

Actionability

Provides fully concrete, executable guidance — exact question count and split, A/B/C/D format with one correct option, exact output template blocks, the raw README URL, and exact lesson path patterns — covering the common cases copy-paste ready.

5 / 5

Workflow Clarity

Eight clearly sequenced steps with validation in Step 1 (range/keyword checks with explicit error messages) and a fallback in Step 2, but the lesson-reading breadth is a soft heuristic rather than an explicit checkpoint, leaving a minor validation gap.

4 / 5

Progressive Disclosure

A single self-contained file with clear section headers and a well-organized phase-map table; no bundle files exist to split further, and the inline structure is good, though the large phase map is borderline content that could live in a reference file.

4 / 5

Total

17

/

20

Passed

Description

90%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.

A concise, well-targeted description that answers what the skill does and when to use it with strong natural trigger phrases and a clear niche. The only soft spot is specificity, since it names one core action rather than enumerating several capabilities.

DimensionReasoningScore

Specificity

Names the domain ("AI Engineering from Scratch") and one core action ("Phase quiz") with synonyms, but does not list several distinct capabilities, fitting the '1-2 concrete actions' anchor rather than the 'several specific actions' anchor above.

3 / 5

Completeness

Explicitly states both what ("Phase quiz for AI Engineering from Scratch") and when ("Trigger with..." plus concrete trigger phrases), satisfying the both-what-and-when anchor with no cap triggered.

5 / 5

Trigger Term Quality

Includes comprehensive natural phrases a user would actually say — "quiz me", "test phase", "check my understanding", "do I know phase 3" — plus the `/check-understanding` slash command and synonyms, matching the comprehensive-coverage anchor.

5 / 5

Distinctiveness Conflict Risk

Scoped to a specific course with distinctive triggers like "do I know phase 3" and a unique slash command, giving it a clear niche with minimal overlap risk.

5 / 5

Total

18

/

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
rohitg00/ai-engineering-from-scratch
Reviewed

Table of Contents

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