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Axiom Networking

CommunityPopular
CharlesWiltgen
axiom-networking

Use when implementing or debugging ANY network connection, API call, or socket in an Apple app. Covers URLSession, Network.framework, NetworkConnection, connection diagnostics.

Overview

PublisherCharlesWiltgen
RepositoryAxiom
Skill nameaxiom-networking
Stars
1.2K
Forks
86
Bundled files
6
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 6 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by CharlesWiltgen on GitHub. Read the source before you install it.

Installation

Install the Axiom Networking AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/CharlesWiltgen/Axiom/tree/main/axiom-codex/skills/axiom-networking
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/CharlesWiltgen/Axiom.git /tmp/Axiom
mkdir -p .claude/skills
cp -r /tmp/Axiom/axiom-codex/skills/axiom-networking .claude/skills/axiom-networking
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Axiom Networking in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Axiom Networking on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Axiom Networking is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Networking

You MUST use this skill for ANY networking work including HTTP requests, WebSockets, TCP connections, or network debugging.

Auditors are skills here. Where this router says "Launch some-auditor agent", invoke the matching Codex skill instead — same procedure, no Claude Code agent required.

Available: axiom-audit-networking.

The ones that shell out — builds, tests, simulators, crash symbolication — need shell access to run.

Quick Reference

Symptom / TaskReference
URLSession with structured concurrencySee skills/networking-discipline.md
Network.framework anti-patternsSee skills/networking-discipline.md
Deprecated API migrationSee skills/networking-discipline.md
gRPC Swift — typed RPC, streaming, .proto codegen (WWDC 2026)See skills/networking-discipline.md
Pressure scenarios (reachability, sockets)See skills/networking-discipline.md
NetworkConnection (iOS 26+) API referenceSee skills/network-framework-ref.md
NWConnection (iOS 12-18) API referenceSee skills/network-framework-ref.md
TLV framing, Coder protocolSee skills/network-framework-ref.md
NetworkListener, NetworkBrowser, Wi-Fi AwareSee skills/network-framework-ref.md
Connection timeouts, TLS failuresSee skills/networking-diag.md
Data not arriving, connection dropsSee skills/networking-diag.md
ATS / HTTP / App Store rejectionSee skills/networking-diag.md
Production crisis diagnosisSee skills/networking-diag.md
NWConnection patterns (iOS 12-18)See skills/networking-legacy.md
UDP batch, NWListener, NWBrowserSee skills/networking-legacy.md
BSD sockets → NWConnection migrationSee skills/networking-migration.md
Push/calls on networks without internet (Local Push Connectivity, NEAppPushProvider)Use axiom-integration (skills/local-push-connectivity.md)
NWConnection → NetworkConnection migrationSee skills/networking-migration.md
URLSession StreamTask → NetworkConnectionSee skills/networking-migration.md

Decision Tree

dot
digraph networking {
    start [label="Networking task" shape=ellipse];
    what [label="What do you need?" shape=diamond];

    start -> what;
    what -> "skills/networking-discipline.md" [label="implement patterns,\nanti-patterns,\npressure scenarios"];
    what -> "skills/network-framework-ref.md" [label="API reference\n(iOS 26+ or 12-18)"];
    what -> "skills/networking-diag.md" [label="debug connection\nfailures"];
    what -> "skills/networking-legacy.md" [label="iOS 12-18\nNWConnection patterns"];
    what -> "skills/networking-migration.md" [label="migrate from\nsockets/URLSession"];
}
  1. URLSession with structured concurrency? → skills/networking-discipline.md
  2. Network.framework / NetworkConnection (iOS 26+)? → skills/network-framework-ref.md
  3. NWConnection (iOS 12-18)? → skills/networking-legacy.md
  4. Migrating from sockets/URLSession? → skills/networking-migration.md
  5. Connection issues / debugging? → skills/networking-diag.md
  6. Typed RPC / streaming against a service you control? → gRPC Swift (skills/networking-discipline.md)
  7. ATS / HTTP / App Store rejection for networking? → skills/networking-diag.md + networking-auditor
  8. Certificate pinning, signing API requests, encrypting payloads? → /skill axiom-security
  9. UIWebView or deprecated API rejection? → networking-auditor (Agent)
  10. Want deprecated API / anti-pattern scan? → networking-auditor (Agent)
Platform-specific networking
  • watchOS low-level-networking limits (TN3135) → See axiom-watchos (skills/background-and-networking.md)

Pressure Resistance

When user has invested significant time in custom implementation:

Do NOT capitulate to sunk cost pressure. The correct approach is:

  1. Diagnose first — Understand what's actually failing before recommending changes
  2. Recommend correctly — If standard APIs (URLSession, Network.framework) would solve the problem, say so professionally
  3. Respect but don't enable — Acknowledge their work while providing honest technical guidance

Critical Patterns

Networking (skills/networking-discipline.md):

  • URLSession with structured concurrency
  • 8 red-flag anti-patterns (SCNetworkReachability, blocking sockets, hardcoded IPs)
  • Decision tree for choosing TCP/UDP/TLS patterns
  • NetworkConnection patterns (iOS 26+): TLS, UDP, TLV framing, Coder protocol
  • 3 pressure scenarios with professional push-back templates
  • Pre-shipping checklist

Network Framework Reference (skills/network-framework-ref.md):

  • NetworkConnection (iOS 26+): all 12 WWDC 2025 examples
  • NWConnection (iOS 12-18): complete API with examples
  • TLV framing, Coder protocol, NetworkListener, NetworkBrowser
  • Mobility: viability, better path, Multipath TCP, NWPathMonitor
  • Security: TLS, certificate pinning, cipher suites
  • Performance: user-space networking, ECN, service class, TCP Fast Open

Diagnostics (skills/networking-diag.md):

  • Systematic decision tree for all connection failure types
  • DNS failures, TLS certificate validation, message framing
  • TCP congestion, IPv6-only cellular, VPN interference, ATS
  • Production crisis scenario with professional communication templates

Legacy (skills/networking-legacy.md):

  • NWConnection with TLS (completion handlers)
  • UDP batch (30% CPU reduction)
  • NWListener, NWBrowser (Bonjour discovery)

Automated Scanning

Networking audit → axiom-audit-networking (deprecated APIs, anti-patterns, and completeness gaps — transition handling, TLS coverage, connection cleanup, framework selection)

Anti-Rationalization

ThoughtReality
"URLSession is simple, I don't need a skill"URLSession with structured concurrency has async/cancellation patterns. skills/networking-discipline.md covers them.
"I'll debug the connection timeout myself"Connection failures have 8 causes (DNS, TLS, proxy, cellular). skills/networking-diag.md diagnoses systematically.
"I just need a basic HTTP request"Even basic requests need error handling, retry, and cancellation patterns.
"My custom networking layer works fine"Custom layers miss cellular/proxy edge cases. Standard APIs handle them automatically.

Example Invocations

User: "My API request is failing with a timeout" → Read: skills/networking-diag.md

User: "How do I use URLSession with async/await?" → Read: skills/networking-discipline.md

User: "I need to implement a TCP connection" → Read: skills/network-framework-ref.md

User: "Should I use NWConnection or NetworkConnection?" → Read: skills/network-framework-ref.md

User: "My app was rejected for using HTTP connections" → Read: skills/networking-diag.md (ATS compliance)

User: "App Store says I'm using UIWebView" → Invoke: networking-auditor agent (deprecated API scan)

User: "Check my networking code for deprecated APIs" → Invoke: networking-auditor agent

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Axiom Networking AI skill do?

Use when implementing or debugging ANY network connection, API call, or socket in an Apple app. Covers URLSession, Network.framework, NetworkConnection, connection diagnostics.

Why use Axiom Networking on TypingMind?

Because you install it once and use it with any model. Axiom Networking is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Axiom Networking in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/CharlesWiltgen/Axiom/tree/main/axiom-codex/skills/axiom-networking. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Axiom Networking?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Axiom Networking?

As many as you like. As long as a model supports skills, you can use Axiom Networking with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Axiom Networking AI skill free?

Yes. It is published on GitHub by CharlesWiltgen under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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