nic-structure

NIC architecture, resource processing pipeline, template systems, and key type definitions. Use when exploring the codebase, understanding data flow, debugging config generation, or working on controller logic.

Quality

81%

Does it follow best practices?

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Securityby

Low

Low-risk findings worth noting

Quality

Content

78%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 dense, well-structured architectural map with concrete paths and code, strong on actionability and conciseness. Its main weakness is progressive disclosure: everything is inlined in one file with no external references, and the pipeline workflow lacks explicit validation checkpoints.

Suggestions

Split the large reference tables (secret types, policy catalog, kubebuilder markers) into bundled reference files and link to them one level deep to improve progressive disclosure.

Add explicit validation checkpoints inside the Resource Processing Pipeline (e.g., where validationResults is consulted before reload) so the workflow reads as a checked sequence.

Tighten the repository-layout code block by collapsing rarely-touched subdirectories into grouped lines to reclaim token budget.

Dimension	Reasoning	Score
Conciseness	Largely lean reference material that assumes Claude's competence (file map, pipeline diagram, layer rules) with no padding about what NGINX or CRDs are; a few tables and inline lists could be trimmed but overall efficient.	4 / 5
Actionability	Provides concrete, executable navigation: exact file paths, function names (AddOrUpdateVirtualServer, GetSecret), template filenames, and a real Go struct pattern with kubebuilder markers, giving copy-ready guidance for the common cases.	5 / 5
Workflow Clarity	The Resource Processing Pipeline is a clearly sequenced multi-step flow with inline file:function citations; minor gap is the absence of explicit validation checkpoints in the pipeline, though a separate Error Handling section covers warnings/validationResults.	4 / 5
Progressive Disclosure	Well-organized into headed sections but entirely monolithic within SKILL.md with no bundle files or one-level-deep references, so content that could live in separate files (full secret-type table, policy catalog) is inlined.	3 / 5
	Total	16 / 20 Passed

Description

83%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 well-formed: third-person, concise, and answers both what and when with concrete, natural trigger phrases tied to a specific codebase. Minor gap is that it lists capability domains rather than discrete actions and lacks explicit file extensions or synonyms.

Dimension	Reasoning	Score
Specificity	Lists several concrete domains (NIC architecture, resource processing pipeline, template systems, key type definitions) rather than vague language, though the actions are domains rather than discrete operations.	4 / 5
Completeness	Clearly answers what (NIC architecture, pipeline, template systems, type definitions) and when ('Use when exploring the codebase, understanding data flow, debugging config generation, or working on controller logic') with concrete trigger phrases.	5 / 5
Trigger Term Quality	Includes natural user phrases like 'exploring the codebase', 'understanding data flow', 'debugging config generation', and 'working on controller logic' that a developer would actually say.	4 / 5
Distinctiveness Conflict Risk	Scopes to a specific NIC (nginx-ingress-controller) codebase niche with distinct controller/config triggers, with only minor overlap risk against a generic codebase-exploration skill.	4 / 5
	Total	17 / 20 Passed

Validation

100%

Warnings & errors only

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

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository: nginx/kubernetes-ingress
Path: .github/skills/nic-structure/SKILL.md
Commit: 0eb3072

Reviewed: 1 day ago

Table of Contents

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