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skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends AIPex's capabilities with specialized knowledge, workflows, or tool integrations.

63

Quality

75%

Does it follow best practices?

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SecuritybySnyk

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tessl review fix ./packages/browser-runtime/src/skill/built-in/skill-creator-browser/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

63%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 a solid, actionable skill-creation guide with executable code and a clearly sequenced process that includes a validation loop in packaging. Its main weaknesses are moderate verbosity in conceptual sections and limited use of separate reference files for progressive disclosure.

Suggestions

Trim the 'About Skills' and 'Anatomy of a Skill' sections to essentials, or move the detailed anatomy and three-level loading explanation into a references/ file that SKILL.md links to, reducing token cost for concepts Claude already knows.

Add explicit validation checkpoints to Steps 1-4 of the Skill Creation Process (e.g., confirm concrete examples are captured before planning, verify SKILL.md frontmatter after editing) and gate `deleteFile` with a confirm/verify step since it is destructive.

Specify the `main(args)` argument shape and expected output for bundled scripts in the body, moving any extended usage examples into a references/ file with clearly signaled links.

DimensionReasoningScore

Conciseness

The body is mostly efficient and well-organized, but the 'About Skills' and 'Anatomy of a Skill' sections explain foundational concepts (what skills are, the three-level loading system, generic directory structure) that a competent model largely already knows, adding padding that could be trimmed; it sits above 2 because the bulk is useful procedural guidance.

3 / 5

Actionability

Provides mostly executable guidance with concrete JavaScript function signatures (`initSkill(skillName, basePath, fs)`, `packageSkill(skillPath)`) and parameter/return specs, with only minor gaps such as underspecified `main(args)` argument shapes; not 5 because a few instructions remain high-level rather than copy-paste ready.

4 / 5

Workflow Clarity

The six-step Skill Creation Process is clearly sequenced and Step 5 packaging includes an explicit validate-then-fix feedback loop ('If validation fails... Fix any validation errors and run the packaging function again'); it does not reach 5 because Steps 1-4 lack explicit validation checkpoints and the destructive `deleteFile` usage is not gated by a verify step.

4 / 5

Progressive Disclosure

The SKILL.md is a reasonable overview that points to bundled scripts (`init_skill.js`, `packageSkill`, `writeFile`, `deleteFile`) one level deep, but there are no `references/` files and substantial explanatory/reference-style content (anatomy, loading system) is inlined in SKILL.md rather than split out, so it is above the buried-reference case but below the well-signaled multi-file ideal.

3 / 5

Total

14

/

20

Passed

Description

87%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 strong: it explicitly states what the skill does and when to use it with natural trigger phrases, and occupies a clear, low-conflict niche. The only gap is slightly thinner synonym/trigger-term coverage than the best examples.

DimensionReasoningScore

Specificity

Names the domain ('creating effective skills') and several concrete actions ('create a new skill', 'update an existing skill', extending capabilities with 'knowledge, workflows, or tool integrations'), with only minor coverage gaps; it does not reach 5 because it stops short of enumerating a fuller action set like authoring SKILL.md, bundling scripts, or validating.

4 / 5

Completeness

Clearly answers both 'what' ('Guide for creating effective skills') and an explicit 'when' clause ('This skill should be used when users want to create a new skill (or update an existing skill)') with concrete trigger phrasing, matching the top anchor.

5 / 5

Trigger Term Quality

Includes natural phrases a user would say ('create a new skill', 'update an existing skill') but misses common synonyms and explicit file-type triggers like 'SKILL.md', 'skill frontmatter', or 'bundle a skill'; not 3 because the existing terms are genuinely natural, not 5 due to the missing variations.

4 / 5

Distinctiveness Conflict Risk

The skill-creation niche is clearly delineated with distinct triggers ('create a new skill', 'update an existing skill') and minimal overlap risk with other skills, fitting the clear-niche anchor.

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

referenced_paths_exist

Referenced path issues: 12 missing

Warning

Total

15

/

16

Passed

Repository
AIPexStudio/AIPex
Reviewed

Table of Contents

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