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mcclowes/code-frontmatter

Context-efficient codebase navigation and documentation using structured frontmatter headers. Use this when exploring an unfamiliar codebase, answering "where is X / how does Y work" questions, or when asked to add/maintain file-level documentation. Index a tree's headers in one pass instead of reading every file, and generate or validate frontmatter with the bundled scripts. Reach for it whenever token budget matters while navigating code, even if the user does not say "frontmatter".

71

4.33x
Quality

100%

Does it follow best practices?

Impact

52%

4.33x

Average score across 7 eval scenarios

SecuritybySnyk

Passed

No known issues

Overview
Quality
Evals
Security
Files

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is an excellent skill file that demonstrates strong token-awareness both in its content and its subject matter. The two-mode structure (authoring vs. navigating) is clearly delineated with concrete, executable workflows. The schema table is concise yet complete, and the anti-pattern guidance (what to avoid documenting) shows sophisticated judgment about what earns its tokens.

DimensionReasoningScore

Conciseness

The content is lean and efficient throughout. It assumes Claude's competence, avoids explaining basic concepts, and every section earns its place. The 'Why this works' section is borderline but brief enough (3 bullets) to justify itself. The anti-patterns list (avoid `dependencies`, `exports`, etc.) is genuinely useful guidance, not padding.

3 / 3

Actionability

Provides fully executable CLI commands for all three script modes, concrete Grep fallback syntax when scripts aren't available, specific comment-syntax examples per language, and clear field definitions with character limits. The guidance is copy-paste ready and specific.

3 / 3

Workflow Clarity

Both workflows (navigating and authoring) are clearly sequenced with numbered steps. The authoring workflow includes an explicit validation checkpoint ('Validate before you finish') with a fix-and-retry loop. The navigation workflow has a clear fallback path when frontmatter is absent. The selective-coverage guidance ('Be selective about what gets a header') prevents over-application.

3 / 3

Progressive Disclosure

The skill explicitly tells Claude not to read example files or SPECIFICATION.md unless the full schema is needed, keeping the main file as a self-contained overview. References to bundled scripts and SPECIFICATION.md are one level deep and clearly signaled. Content is well-organized into logical sections (scripts, navigating, authoring, schema).

3 / 3

Total

12

/

12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a strong description that clearly articulates specific capabilities (frontmatter-based codebase indexing, navigation, and documentation generation), provides explicit trigger conditions covering multiple user scenarios, and carves out a distinct niche around token-efficient code exploration. The description is well-structured, uses third person voice throughout, and proactively addresses edge cases like when users don't explicitly mention 'frontmatter'.

DimensionReasoningScore

Specificity

Lists multiple concrete actions: 'codebase navigation', 'documentation using structured frontmatter headers', 'index a tree's headers in one pass', 'generate or validate frontmatter with bundled scripts', and 'add/maintain file-level documentation'.

3 / 3

Completeness

Clearly answers both 'what' (context-efficient codebase navigation, indexing headers, generating/validating frontmatter) and 'when' (exploring unfamiliar codebases, answering 'where is X' questions, when asked to add/maintain documentation, when token budget matters). Explicit 'Use this when...' clause is present.

3 / 3

Trigger Term Quality

Includes natural trigger terms users would say: 'exploring an unfamiliar codebase', 'where is X / how does Y work', 'file-level documentation', 'frontmatter', 'navigating code', 'token budget'. Also explicitly notes the skill applies 'even if the user does not say frontmatter'.

3 / 3

Distinctiveness Conflict Risk

The combination of frontmatter-based navigation, token-efficient codebase exploration, and bundled scripts for header indexing creates a clear niche that is unlikely to conflict with generic code documentation or navigation skills.

3 / 3

Total

12

/

12

Passed

Validation

100%

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

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Reviewed

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