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axiom-audit-networking

Use when the user mentions networking review, deprecated APIs, connection issues, or App Store submission prep.

59

Quality

68%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./axiom-codex/skills/axiom-audit-networking/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

88%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 content is a tightly written, highly actionable multi-phase audit workflow with concrete grep commands, explicit verification checkpoints, and a clear output template. Its main limitation is progressive disclosure: all detail lives in one ~250-line file with no supporting reference bundle.

DimensionReasoningScore

Conciseness

The body is dense and actionable, listing exact grep patterns, search strings, and severity tags without explaining basic concepts Claude already knows. A few "Why it matters" cells and restated Issue lines could be trimmed, keeping it just below the lean/every-token-earns-its-place anchor (5).

4 / 5

Actionability

Guidance is fully executable: exact grep patterns, a copy-paste regex for IP literals, line-count directives ("Read 30 lines after each match"), per-pattern Fix examples, and a templated output format. Specific examples cover the common cases, matching the top anchor.

5 / 5

Workflow Clarity

A clearly sequenced five-phase workflow with explicit validation checkpoints ("use Read to verify the surrounding context before reporting", "Require evidence from the Phase 1 map") and feedback loops. This is a read-only audit (not destructive/batch), so the validation cap does not apply.

5 / 5

Progressive Disclosure

No bundle files (references/scripts/assets) are present, so there are no one-level-deep references to score; the body is a single well-organized file with clear phase headers and tables. It is well-structured but inlines a sizable anti-pattern catalog and scoring tables that could otherwise live in separate reference files, so it does not reach the clear-overview-with-references anchor (5).

4 / 5

Total

18

/

20

Passed

Description

47%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 has strong, natural trigger terms and a clear niche, but it is missing any statement of what the skill actually does — it reads as a trigger clause with no accompanying capability description. Adding a concrete action clause (e.g., "Audits networking code for...") would lift both specificity and completeness.

Suggestions

Lead with a concrete "what" clause before the triggers, e.g. "Audits iOS networking code for deprecated APIs, anti-patterns, and App Store rejection risks. Use when the user mentions...".

Include 1-2 specific verbs/actions (detect, audit, review) so the capability is explicit rather than implied by the domain name.

Add common synonyms or API names users might say (URLSession, Network.framework, App Store review) to broaden natural trigger coverage.

DimensionReasoningScore

Specificity

The description names the domain ("networking review, deprecated APIs, connection issues") but states no concrete actions — there are no verbs describing what the skill does, only trigger conditions. It sits above the entirely-vague anchor (1) because the domain is specific, but below 3 because no concrete actions are enumerated.

2 / 5

Completeness

The description provides an explicit "Use when..." clause (the "when") but no statement of what the skill does (the "what"), matching the anchor for "only 'when' is present without 'what'". The presence of an explicit trigger keeps it above 1, but the missing what caps it well below the upper anchors.

2 / 5

Trigger Term Quality

Phrases like "networking review", "deprecated APIs", "connection issues", and "App Store submission prep" are natural terms a user would say. Coverage is good with several relevant triggers, though a few natural synonyms (e.g., "API migration", "URLSession", "Network.framework") are absent.

4 / 5

Distinctiveness Conflict Risk

The iOS/Swift networking-audit niche (deprecated APIs, App Store submission prep) is fairly specific with distinct triggers and minimal conflict with unrelated skills. Minor overlap risk remains with general performance or App Store review skills, so it does not reach the fully-distinct anchor (5).

4 / 5

Total

12

/

20

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
CharlesWiltgen/Axiom
Reviewed

Table of Contents

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