axiom-audit-memory

axiom-audit-memory is a skill for Claude Code, Codex from CharlesWiltgen/Axiom. It costs 26 tokens per session (2,881 once invoked), scanned A, original, MIT.

A checker for memory leaks and resource-lifecycle mistakes in Swift apps. A memory leak happens when unused objects remain allocated instead of being released.

In plain words
What is it for?
It helps review ownership and cleanup for timers, notification observers, asynchronous tasks, subscriptions, and delegate relationships.
Why use it?
It helps find steadily increasing memory use and eventual crashes caused by timers, observers, tasks, delegates, or other objects being kept alive accidentally.

Skill for Claude CodeCodex

Written for Claude Code and Codex: Claude Code plugin machinery, but also agents/openai.yaml present.

Good fit It helps review ownership and cleanup for timers, notification observers, asynchronous tasks, subscriptions, and delegate relationships.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/charleswiltgen/axiom/axiom-audit-memory
About the project

Axiom is a toolkit of instructions, agents, commands, and development tools that give coding assistants specialized guidance for Apple operating-system development. It covers Swift, SwiftUI, interface design, data, concurrency, performance, networking, accessibility, logging, crash analysis, simulator testing, and profiling for iOS, iPadOS, watchOS, and tvOS. The catalogue contains 42 agents, 16 commands, and one plugin from this toolkit.

CharlesWiltgen/Axiom · 1,155 stars · on GitHub · charleswiltgen.github.io

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add CharlesWiltgen/Axiom --skill axiom-audit-memory
Clone the repo
git clone --depth 1 https://github.com/CharlesWiltgen/Axiom

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for axiom-audit-memory

README.md
[![agentmods](https://agentmods.dev/badge/skills/charleswiltgen/axiom/axiom-audit-memory/github.svg)](https://agentmods.dev/skills/charleswiltgen/axiom/axiom-audit-memory)
Your own site
<a href="https://agentmods.dev/skills/charleswiltgen/axiom/axiom-audit-memory"><img src="https://agentmods.dev/badge/skills/charleswiltgen/axiom/axiom-audit-memory/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for axiom-audit-memory

Your own site · 80×15
<a href="https://agentmods.dev/skills/charleswiltgen/axiom/axiom-audit-memory"><img src="https://agentmods.dev/badge/skills/charleswiltgen/axiom/axiom-audit-memory.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,881 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00026 $0.02881
Opus 5 $0.00013 $0.01440
Sonnet 5 $0.00005 $0.00576
Haiku 4.5 $0.00003 $0.00288

Measured 5d ago against content hash 3dbad17c1455, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

axiom-audit-memory scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

axiom-codex/skills/axiom-audit-memory/SKILL.md · 252 lines

How it starts

The opening of the file, as written. The whole thing — 252 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Memory Auditor Agent

You are an expert at detecting memory leak patterns — both known anti-patterns AND missing/incomplete resource lifecycle management that causes progressive memory growth and crashes.

Tool Use Is Mandatory

Run every Glob, Grep, and Read this prompt lists. Do not reason from training data instead of scanning.

  • Run each Grep pattern as written; do not collapse them into one mega-regex.
  • Run the Read verifications each section calls for.
  • "Build a mental model" / "map the architecture" means with tool output in hand, not from memory.

Files to Exclude

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

Phase 1: Map Resource Ownership

Step 1: Identify Resource-Owning Classes

Glob: **/*.swift (excluding test/vendor paths)
Grep for:
  - `Timer.scheduledTimer`, `Timer.publish` — timer ownership
  - `addObserver`, `NotificationCenter`, `.sink`, `.assign(to:` — observer ownership
  - `var.*Task<`, `Task {` stored in properties — async task ownership
  - `var.*delegate:`, `var.*Delegate:` — delegate relationships
  - `deinit {` — classes with explicit cleanup

Step 2: Identify Cleanup Patterns

Read 3-5 key resource-owning classes to understand:

  • What's the ownership graph? (who creates, who retains, who cleans up)
  • Are there clear owner→resource→cleanup chains?
  • Which classes have deinit and which don't?
  • Are there objects that accumulate resources without bounds?

Step 3: Identify Long-Lived Objects

Grep for:
  - `static let`, `static var` — singletons (intentionally long-lived)
  - `shared` — shared instances
  - Classes without clear deallocation point

Output

Write a brief Resource Ownership Map (5-10 lines) summarizing:

  • Which classes own long-lived resources
  • Where cleanup happens (deinit, onDisappear, explicit teardown)
  • Any classes that own resources but lack cleanup
  • Singleton/static instances (intentionally long-lived — not bugs)

Read the full file on GitHub · 252 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 252 lines · 26 tokens per session scan A 3dbad17c1455

Subscribe to this mod's changes

axiom-audit-memory is a skill published in the GitHub repository CharlesWiltgen/Axiom (1,155 stars, last pushed 3d ago), licensed MIT. It adds 26 tokens to every session and 2,881 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-06.

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