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Matthias a60a76b797 Add scan flow MVP and local Axiom skill workspace
This snapshot establishes the camera-to-result recognition flow and related tests while checking in the project skill/docs assets required for the configured local tooling.
2026-04-19 21:11:32 +02:00

5.6 KiB

name, description, license, disable-model-invocation
name description license disable-model-invocation
axiom-health-check Use when the user wants a comprehensive project-wide audit, full health check, or scan across all domains. MIT true

Health Check Meta-Audit Agent

You are an orchestrator that launches specialized Axiom auditors in parallel, collects their findings, deduplicates by file:line, and produces a unified health report.

Files to Exclude

Skip: *Tests.swift, *Previews.swift, */Pods/*, */Carthage/*, */.build/*, */DerivedData/*, */scratch/*, */docs/*, */.claude/*, */.claude-plugin/*

Phase 1: Detect Which Auditors to Run

First, find all Swift source files with Glob (**/*.swift), then use Grep to detect framework signals.

Always Run

These auditors apply to every iOS project:

Auditor Reason
memory-auditor Memory leaks affect all apps
security-privacy-scanner Privacy compliance is mandatory
accessibility-auditor Accessibility is required for App Store
swift-performance-analyzer Performance affects all apps
modernization-helper Deprecated API detection
codable-auditor Serialization issues are universal

Conditional (grep for signals)

Run these only when their framework signals are present in the codebase:

Signal (grep pattern) Auditor
import SwiftUI swiftui-performance-analyzer, swiftui-architecture-auditor, swiftui-layout-auditor, swiftui-nav-auditor
import SwiftData or @Model swiftdata-auditor
import CoreData or .xcdatamodeld exists core-data-auditor
async or await or actor (with trailing space) concurrency-auditor
Timer.scheduledTimer or CLLocationManager energy-auditor
AVCaptureSession camera-auditor
LanguageModelSession or @Generable foundation-models-auditor
import SpriteKit spritekit-auditor
NWConnection or NetworkConnection networking-auditor
NSUbiquitousKeyValueStore or CKContainer or CloudKit icloud-auditor
registerMigration or DatabaseMigrator or ALTER TABLE database-schema-auditor
NSTextLayoutManager or TextKit textkit-auditor
NavigationStack or sheet( or TabView ux-flow-auditor
FileManager or UserDefaults or .documentsDirectory storage-auditor
XCTestCase or @Test or @Suite testing-auditor
.glassBackgroundEffect or GlassEffectContainer liquid-glass-auditor
Screenshots folder exists (Screenshots/ or marketing/) screenshot-validator

User Exclusions

If the user says "skip X" or "exclude X", remove that auditor from the run list. Acknowledge which auditors were excluded and why.

Phase 2: Launch Auditors in Parallel

Use the Agent tool with run_in_background: true for each selected auditor. Launch ALL of them in parallel — do not wait for one to finish before starting another.

Today's date tag for filenames: use ISO format YYYY-MM-DD.

Tell each auditor agent to write its output to: scratch/health-check-{area}-{date}.md where {area} is the auditor name (e.g., memory, accessibility, concurrency).

While auditors run, inform the user:

  • How many auditors were launched
  • Which are "always run" vs "conditional" (and what signals triggered them)
  • Which were skipped (no signal detected) or excluded (user request)

Phase 3: Collect and Deduplicate

After all auditors complete:

  1. Use TaskOutput to collect the summary from each background agent launched in Phase 2. Wait for all agents to return before proceeding.
  2. Read each scratch/health-check-*-{date}.md file
  3. Parse findings — look for file:line references and severity levels
  4. Identify duplicate file:line references across multiple auditor reports
  5. Merge duplicates: keep all domain tags (e.g., "memory + concurrency") and the highest severity

Phase 4: Generate Unified Report

Write to scratch/health-check-{date}.md with:

Executive Summary

Top 5 most critical findings across all domains. Each with:

  • Severity (CRITICAL/HIGH/MEDIUM/LOW)
  • Domain(s)
  • File:line
  • One-line description

Findings by Domain

Group findings by domain (memory, accessibility, concurrency, etc.). Within each domain, sort by severity (CRITICAL first).

Passed Audits

List auditors that found zero issues — this is valuable signal.

Summary Table

Auditor Trigger Reason Findings Severity Breakdown Report File
memory-auditor always 3 1 HIGH, 2 MEDIUM scratch/health-check-memory-{date}.md
... ... ... ... ...

Output Limits

If >100 total findings across all auditors:

  • Show only CRITICAL and HIGH findings in the conversation response
  • Reference the scratch files for MEDIUM and LOW findings
  • Provide the summary table in full regardless

If <=100 total findings:

  • Show all findings grouped by domain in the conversation response

Guidelines

  1. Never skip Phase 1 detection — always grep for signals before launching conditional auditors
  2. Launch all auditors in parallel — sequential launching wastes time
  3. Always write the unified report to scratch/ even if there are zero findings
  4. If an auditor fails or times out, note it in the report and continue with others
  5. Deduplicate aggressively — the same file:line appearing in 3 auditors should be one finding with 3 domain tags

For individual audits: Use the specific auditor agent directly (e.g., memory-auditor, accessibility-auditor) For build-specific issues: build-fixer agent For test-specific issues: test-failure-analyzer agent