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course-style

The shared visual and writing reference for AI Engineering from Scratch pages, figures, and manuals. Use it for light and dark colour tokens, font stacks, FIG_ label formats, and card layout. Use it for the plain technical English rules and the accessibility and reduced motion defaults. Trigger phrases: "course style", "blueprint palette", "course tokens", "FIG label", "plain technical English", "check my prose", "course fonts", "dark mode tokens"

Quality

96%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

100%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.

An exemplary reference-layer skill body: lean imperative rules with exact values, a sequenced method with an explicit validation checklist and fix-before-finish feedback loop, and clean one-level-deep progressive disclosure into five real, well-annotated reference files. No weaknesses found against any dimension.

DimensionReasoningScore

Conciseness

The body is dense, imperative rule statements with exact values and pointers ("#3553ff", "at most 25 words", "160, 180, 220, and 250 ms") with zero concept explanation, matching 'lean and efficient; assumes Claude's competence; every token earns its place'. Not 4 because there is no over-explanation to trim; even the intro carries boundary information ('It holds no drawing method of its own').

5 / 5

Actionability

Though code-free, every rule is executable as written: exact hex values, type weights and letter spacing, label formats ("FIG_005.A", "Fig. 4.1"), motion timings, pixel thresholds (44px, 2px outline), and a 4.5:1 contrast limit, with full details delegated to named reference files. Per the rubric's code-vs-instruction note, this fully actionable concrete guidance matches the top anchor; not 4 because there are no gaps in the common cases covered.

5 / 5

Workflow Clarity

The Method is an 8-step sequence ending in an explicit validation step ("Run the checklist below. Fix each failure before you finish") with a full checkbox checklist including a re-test instruction ("The prose check ... reports zero hits", "You switched the theme to dark and read the page again"), matching 'clear sequence with explicit validation steps; feedback loops; checklists'. This is a reference skill, so the destructive/batch cap does not apply.

5 / 5

Progressive Disclosure

SKILL.md is a clear overview: core rules inline, bulk detail split into five reference files, each listed with an annotated description in the Files section and all verified to exist. Grep confirms no reference file points onward to other .md files, so references are exactly one level deep, matching the top anchor. Not 4 because navigation and placement show no organization gaps.

5 / 5

Total

20

/

20

Passed

Description

95%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 strong description: explicit what and when, a product-scoped niche, and a comprehensive list of eight natural trigger phrases. The only minor gap is that capabilities are stated as reference content areas rather than concrete actions, and the enumerated uses omit motion timing.

DimensionReasoningScore

Specificity

Enumerates several concrete deliverables ("light and dark colour tokens, font stacks, FIG_ label formats, and card layout", "plain technical English rules", "accessibility and reduced motion defaults") but frames them as reference content rather than concrete actions, matching the anchor 'lists several specific items; minor gaps in coverage'. Not 5 because the 'what' is a role ('shared visual and writing reference') with content areas rather than the comprehensive concrete actions of the anchor-5 example; not 3 because coverage spans multiple distinct, specific capability areas rather than 1-2.

4 / 5

Completeness

Explicitly answers 'what' ("The shared visual and writing reference for AI Engineering from Scratch pages, figures, and manuals") and 'when' ("Use it for light and dark colour tokens..." plus a dedicated concrete trigger-phrase list), mirroring the anchor-5 pattern of both what and when with concrete trigger phrases. Not 4 because the 'when' is fully explicit rather than 'could be more specific'.

5 / 5

Trigger Term Quality

Provides eight natural trigger phrases spanning the skill's whole surface ("course style", "blueprint palette", "course tokens", "FIG label", "plain technical English", "check my prose", "course fonts", "dark mode tokens"), including synonyms a user would plausibly say. Matches the anchor 'comprehensive coverage of natural terms including synonyms'; no common variation is identifiable as missing.

5 / 5

Distinctiveness Conflict Risk

Names a clear niche ("AI Engineering from Scratch pages, figures, and manuals") with product-specific triggers ("blueprint palette", "FIG label", "course tokens") unlikely to collide with generic styling or writing skills. Matches the anchor-5 'clear niche with distinct triggers; minimal conflict risk'.

5 / 5

Total

19

/

20

Passed

Validation

87%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

14

/

16

Passed

Repository

rohitg00/ai-engineering-from-scratch

Path

skills/course-style/SKILL.md

Reviewed

Table of Contents

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