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code-documentation-code-explain

You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels.

47

Quality

50%

Does it follow best practices?

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SecuritybySnyk

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tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills/skills/code-documentation-code-explain/SKILL.md

The canonical home for this skill is code-documentation-code-explain in rmyndharis/antigravity-skills

SKILL.md
Quality
Evals
Security

Quality

Content

50%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 reasonably organized and scoped with clear use/do-not-use sections, but it duplicates the description, gives only high-level guidance without a worked example, and points to a resource file that is absent from the bundle.

Suggestions

Remove the verbatim repeat of the frontmatter description and the redundant 'Context' section to tighten token use.

Add one concrete worked example (a short snippet plus a sample narrative/diagram walkthrough) so the instructions are directly executable rather than abstract.

Either create `resources/implementation-playbook.md` or drop the reference, since the cited file is not present in the bundle.

DimensionReasoningScore

Conciseness

The body is mostly efficient and sectioned, but it duplicates the frontmatter description verbatim at the top and the 'Context' section restates the same purpose, adding tokens that do not teach Claude anything new.

3 / 5

Actionability

Instructions are concrete-ish ('Assess structure, dependencies, and complexity hotspots', 'Explain the high-level flow, then drill into key components') but remain high-level with no worked example, diagram template, or pseudocode pattern inline to make them directly executable.

3 / 5

Workflow Clarity

A rough sequence is present (assess -> high-level flow -> drill in -> diagrams -> pitfalls), but there are no explicit checkpoints or validation steps, and the steps are implicit rather than numbered.

3 / 5

Progressive Disclosure

The skill is well sectioned and signals a one-level-deep reference, but the referenced `resources/implementation-playbook.md` does not exist in the bundle (no references/scripts/assets directories are present), so the navigation target is broken.

3 / 5

Total

12

/

20

Passed

Description

50%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 conveys a clear purpose and several concrete capabilities but is written in second person, lacks an explicit 'Use when...' trigger, and uses generic terms that leave it overlapping with related documentation/review skills.

Suggestions

Rewrite in third person (e.g. 'Explains complex code through narratives, visual diagrams, and step-by-step breakdowns') to recover the specificity penalty.

Append an explicit trigger clause: 'Use when the user asks to explain, walk through, or annotate existing code, algorithms, or system behavior.'

Add natural synonyms users say ('walkthrough', 'annotate', 'onboarding', 'code review explanation') to broaden trigger coverage and reduce conflict with documentation skills.

DimensionReasoningScore

Specificity

Names the domain and several concrete actions ('clear narratives, visual diagrams, and step-by-step breakdowns', 'Transform difficult concepts into understandable explanations'), but second-person voice ('You are a code education expert') triggers the mandated specificity penalty, capping it at 3.

3 / 5

Completeness

Clearly states what the skill does, but provides no 'Use when...' trigger clause, and per the rubric a missing explicit trigger guidance caps completeness at 3.

3 / 5

Trigger Term Quality

Includes relevant natural terms like 'code', 'explaining', 'diagrams', and 'step-by-step breakdowns', but misses common variations users actually say (e.g. 'walkthrough', 'annotate', 'comment this code') and any file extensions.

3 / 5

Distinctiveness Conflict Risk

The 'code education / explaining' niche is somewhat distinct from implementation skills, but 'explaining complex code' overlaps meaningfully with code-review, documentation, and onboarding skills, so it is not yet clearly separable.

3 / 5

Total

12

/

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
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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