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axiom-audit-grdb-performance

Use when the user mentions GRDB performance review, slow GRDB queries, app-group database setup audit, a ValueObservation that stopped updating, or pre-release GRDB scan.

70

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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 high-quality, highly actionable auditor skill: executable grep/fix patterns, explicit gated workflow with validation checkpoints, and well-signaled external references. It is concise for its complexity and avoids generic concept explanations, scoring at the top of every dimension.

DimensionReasoningScore

Conciseness

The body is dense with GRDB-specific executable specifics (regex patterns, PRAGMA values, version 7.11.0, 0xDEAD10CC) and avoids explaining concepts Claude already knows; its length reflects genuine multi-pattern audit complexity rather than padding, and every section earns its tokens.

3 / 3

Actionability

It provides fully executable guidance — exact Glob/Grep patterns, concrete fix code (e.g., execute(sql: "WHERE id = ?", arguments: [id]), PRAGMA optimize=0x10002, observesSuspensionNotifications = true), specific file globs, and a copy-paste output template.

3 / 3

Workflow Clarity

A clearly sequenced five-phase workflow with explicit gating checkpoints (e.g., 'If Library is Neither: stop'), a mandatory Framework Map presented before proceeding, and per-detector Search/Verify/Fix loops with re-validation guidance.

3 / 3

Progressive Disclosure

Operational logic is kept inline and well-organized into named phases, while deep detail is deferred to clearly signaled one-level external references (axiom-data (skills/grdb-performance.md) §N) with no nested reference chains and easy navigation.

3 / 3

Total

12

/

12

Passed

Description

72%

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 clearly distinctive niche, but it omits an explicit statement of what the skill does, relying on implied domain framing instead of concrete actions. Adding a leading capability clause (e.g., 'Audits GRDB/SQLite performance and correctness anti-patterns...') before the 'Use when' trigger would raise both specificity and completeness.

Suggestions

Prefix the trigger clause with a concrete action statement such as 'Audits shipped Swift code for GRDB and SQLite performance/correctness anti-patterns' so the 'what' is explicit, not implied.

Add a few capability verbs (detects, scans, cross-references) to lift specificity beyond domain-naming.

Keep the existing 'Use when...' triggers intact — they are the description's strongest asset.

DimensionReasoningScore

Specificity

The description names a concrete domain via specific trigger scenarios ('GRDB performance review', 'slow GRDB queries', 'a ValueObservation that stopped updating') but lists no action verbs describing what the skill actually does, so it names the domain without enumerating actions.

2 / 3

Completeness

It has an explicit, strong 'when' clause ('Use when the user mentions...') but the 'what does this do' is only implied through the domain nouns rather than stated as an action, so it does not clearly answer both what and when.

2 / 3

Trigger Term Quality

Phrases like 'slow GRDB queries', 'a ValueObservation that stopped updating', and 'pre-release GRDB scan' are exactly the symptom-driven terms a GRDB developer would naturally say, giving good coverage of natural trigger language.

3 / 3

Distinctiveness Conflict Risk

GRDB is a narrow, specific SQLite-for-Swift niche and the triggers (ValueObservation staleness, app-group setup audit, pre-release scan) are distinctive enough to be unlikely to fire for the wrong skill.

3 / 3

Total

10

/

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
CharlesWiltgen/Axiom
Reviewed

Table of Contents

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