axiom-network-framework-ref

Network.framework is Apple's modern networking API that replaces Berkeley sockets, providing smart connection establishment, user-space networking, built-in TLS support, and seamless mobility. Introduced in iOS 12 (2018) with NWConnection and evolved in iOS 26 (2025) with NetworkConnection for structured concurrency.

charleswiltgen/axiomUpdated Apr 8, 2026

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Install Skill

Run in your terminal

$npx skills add https://github.com/charleswiltgen/axiom --skill axiom-network-framework-ref

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Installation Guide

How to use axiom-network-framework-ref on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your machine
  • Node.js 16+ with npm — verify with node --version
  • Active project directory where you want to add axiom-network-framework-ref
2

Run the install command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/charleswiltgen/axiom --skill axiom-network-framework-ref

Fetches axiom-network-framework-ref from charleswiltgen/axiom and configures it for Cursor.

3

Select Cursor when prompted

The CLI shows a list of agents. Use arrow keys and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ────────────────
│ · Cline · Codex · Goose · Windsurf
│ ●Cursor(selected)
│ · Cursor · Aider · Continue
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/axiom-network-framework-ref

Restart Cursor to activate axiom-network-framework-ref. Access via /axiom-network-framework-ref in your agent's command palette.

Security Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.

Documentation

Network.framework API Reference

Overview

Network.framework is Apple's modern networking API that replaces Berkeley sockets, providing smart connection establishment, user-space networking, built-in TLS support, and seamless mobility. Introduced in iOS 12 (2018) with NWConnection and evolved in iOS 26 (2025) with NetworkConnection for structured concurrency.

Evolution timeline

  • 2018 (iOS 12) NWConnection with completion handlers, deprecates CFSocket/NSStream/SCNetworkReachability
  • 2019 (iOS 13) User-space networking (30% CPU reduction), TLS 1.3 default
  • 2025 (iOS 26) NetworkConnection with async/await, TLV framing built-in, Coder protocol, Wi-Fi Aware discovery

Key capabilities

  • Smart connection establishment Happy Eyeballs (IPv4/IPv6 racing), proxy evaluation (PAC), VPN detection, WiFi Assist fallback
  • User-space networking ~30% lower CPU usage vs sockets, memory-mapped regions, reduced context switches
  • Built-in security TLS 1.3 by default, DTLS for UDP, certificate pinning support
  • Mobility Automatic network transition handling (WiFi ↔ cellular), viability notifications, Multipath TCP
  • Performance ECN (Explicit Congestion Notification), service class marking, TCP Fast Open, UDP batching

When to use vs URLSession

  • URLSession HTTP, HTTPS, WebSocket, simple TCP/TLS streams → Use URLSession (optimized for these)
  • Network.framework UDP, custom protocols, low-level control, peer-to-peer, gaming, streaming → Use Network.framework

Related Skills

  • Use axiom-networking for anti-patterns, common patterns, pressure scenarios
  • Use axiom-networking-diag for systematic troubleshooting of connection failures

When to Use This Skill

Use this skill when:

  • Planning migration from BSD sockets, CFSocket, NSStream, or SCNetworkReachability
  • Understanding API differences between NWConnection (iOS 12-25) and NetworkConnection (iOS 26+)
  • Implementing all 12 WWDC 2025 examples (TLS connection, TLV framing, Coder protocol, NetworkListener, Wi-Fi Aware)
  • Choosing protocols (TCP, UDP, TLS, QUIC) for your use case
  • Peer-to-peer discovery setup with NetworkBrowser and Wi-Fi Aware
  • Optimizing performance with user-space networking, batching, pacing
  • Migrating from completion handlers to async/await (NWConnection → NetworkConnection)

API Evolution

Timeline

Year iOS Version Key Features
2018 iOS 12 NWConnection, NWListener, NWBrowser introduced
2019 iOS 13 User-space networking (30% CPU reduction), TLS 1.3 default
2021 iOS 15 WebSocket support in URLSession
2025 iOS 26 NetworkConnection (async/await), TLV framing, Coder protocol, Wi-Fi Aware

NWConnection (iOS 12-25) vs NetworkConnection (iOS 26+)

Feature NWConnection (iOS 12-25) NetworkConnection (iOS 26+)
Async model Completion handlers async/await structured concurrency
State updates stateUpdateHandler callback states AsyncSequence
Send send(content:completion:) callback try await send(content) suspending
Receive receive(minimumIncompleteLength:maximumLength:completion:) try await receive(exactly:) suspending
Framing Manual or custom NWFramer TLV built-in (TLV { TLS() })
Codable Manual JSON encode/decode Coder protocol (Coder(MyType.self, using: .json))
Memory Requires [weak self] in all closures No [weak self] needed (Task cancellation automatic)
Error handling Check error in completion throws with natural propagation
State machine Callbacks on state changes for await state in connection.states
Discovery NWBrowser (Bonjour only) NetworkBrowser (Bonjour + Wi-Fi Aware)

Recommendation

  • New apps targeting iOS 26+: Use NetworkConnection (cleaner, safer)
  • Apps supporting iOS 12-25: Use NWConnection (backward compatible)
  • Migration: Both APIs coexist, migrate incrementally

NetworkConnection (iOS 26+) Complete Reference

4.1 Creating Connections

NetworkConnection uses declarative protocol stack composition.

Example 1: Basic TLS Connection (WWDC 4:04)

import Network

// Basic connection with TLS (TCP and IP inferred)
let connection = NetworkConnection(
    to: .hostPort(host: "www.example.com", port: 1029)
) {
    TLS()
}

// Send and receive with async/await
public func sendAndReceiveWithTLS() async throws {
    let outgoingData = Data("Hello, world!".utf8)
    try await connection.send(outgoingData)

    let incomingData = try await connection.receive(exactly: 98).content
    print("Received data: \(incomingData)")
}

Key points

  • TLS() infers TCP() and IP() automatically
  • No explicit connection.start() needed (happens on first send/receive)
  • Async/await eliminates callback nesting

Example 2: Custom IP Options (WWDC 4:41)

// Customize IP fragmentation
let connection = NetworkConnection(
    to: .hostPort(host: "www.example.com", port: 1029)
) {
    TLS {
        TCP {
            IP()
                .fragmentationEnabled(false) // Disable IP fragmentation
        }
    }
}

When to customize IP

  • .fragmentationEnabled(false) — For protocols that handle fragmentation themselves (QUIC)
  • .ipVersion(.v6) — Force IPv6 only (testing)

Example 3: Custom Parameters (WWDC 5:07)

// Constrained paths (low data mode) + custom IP
let connection = NetworkConnection(
    to: .hostPort(host: "www.example.com", port: 1029),
    using: .parameters {
        TLS {
            TCP {
                IP()
                    .fragmentationEnabled(false)
            }
        }
    }
    .constrainedPathsProhibited(true) // Don't use cellular in low data mode
)

Common parameters

  • .constrainedPathsProhibited(true) — Respect low data mode
  • .expensivePathsProhibited(true) — Don't use cellular/hotspot
  • .multipathServiceType(.handover) — Enable Multipath TCP

Endpoint Types

// Host + Port
.hostPort(host: "example.com", port: 443)

// Service (Bonjour)
.service(name: "MyPrinter", type: "_ipp._tcp", domain: "local.", interface: nil)

// Unix domain socket
.unix(path: "/tmp/my.sock")

Protocol Stack Composition

// TLS over TCP (most common)
TLS()

// QUIC (TLS + UDP, multiplexed streams)
QUIC()

// UDP (datagrams)
UDP()

// TCP (stream, no encryption)
TCP()

// WebSocket over TLS
WebSocket {
    TLS()
}

// Custom framing
TLV {
    TLS()
}

4.2 State Machine

NetworkConnection transitions through these states:

setup
preparing (DNS, TCP handshake, TLS handshake)
┌─ waiting (no network, retrying)
│    ↓
└→ ready (can send/receive)
  failed (error) or cancelled

Monitoring States

// Option 1: Async sequence (monitor in background)
Task {
    for await state in connection.states {
        switch state {
        case .preparing:
            print("Connecting...")
        case .waiting(let error):
            print("Waiting for network: \(error)")
        case .ready:
            print("Connected!")
        case .failed(let error):
            print("Failed: \(error)")
        case .cancelled:
            print("Cancelled")
        @unknown default:
            break
        }
    }
}

Key states

  • .preparing DNS lookup, TCP SYN, TLS handshake
  • .waiting No network available, framework retries automatically
  • .ready Connection established, can send/receive
  • .failed Unrecoverable error (server refused, TLS failed, timeout)
  • .cancelled Task cancelled or connection.cancel() called

4.3 Send/Receive Patterns

Send: Basic

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Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Steps

  1. 1Install product management skill
  2. 2Start with user story generation for known feature
  3. 3Progress to competitive analysis: research 2-3 competitors
  4. 4Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5Draft stakeholder communications and refine based on feedback
  6. 6Build template library for recurring PM tasks
  7. 7Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use when

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid when

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Related Skills

Reviews

4.836 reviews
  • C
    Carlos TorresDec 16, 2024

    We added axiom-network-framework-ref from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • W
    William MenonDec 12, 2024

    Useful defaults in axiom-network-framework-ref — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • S
    Sofia TandonNov 19, 2024

    We added axiom-network-framework-ref from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • N
    Noah DixitNov 7, 2024

    axiom-network-framework-ref fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • M
    Mateo DixitNov 3, 2024

    axiom-network-framework-ref is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • A
    Alexander KapoorOct 26, 2024

    axiom-network-framework-ref has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • M
    Mateo SethiOct 22, 2024

    axiom-network-framework-ref reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • M
    Mateo DesaiOct 10, 2024

    Keeps context tight: axiom-network-framework-ref is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • W
    William TandonSep 17, 2024

    axiom-network-framework-ref is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • S
    Sakshi PatilSep 9, 2024

    axiom-network-framework-ref fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

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