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Development skills

Coding standards, frameworks, refactoring, and code review (18.8K skills)

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Use this skill to plan or troubleshoot Apple system integrations in an app, from Siri, widgets, and Live Activities to purchases, calendar access, background tasks, and push notifications. It directs you to focused guidance for each feature.

  • Adding Siri or Shortcuts support
  • Building a widget or Live Activity
  • Implementing in-app purchases
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Audit a Swift app’s file storage choices, backup exclusions, file protection, and use of Keychain. The skill maps where data is stored, identifies risky patterns and missing safeguards, and summarizes findings by severity with a storage health score.

  • Review where app files and settings are stored
  • Investigate reports of lost data
  • Find causes of oversized device backups
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

axiom-audit-iap

FreeSummary

Audit an iOS app’s in-app purchase code for transaction handling, verification, restore flows, subscription status, and purchase screen disclosures. The skill maps the StoreKit architecture, checks for common gaps, and reports evidence-based findings with severity and suggested fixes.

  • Reviewing an in-app purchase implementation before release
  • Finding why subscription renewals or restores are failing
  • Checking transaction verification and completion handling
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Audit SpriteKit game code for physics bitmask mistakes, excessive draw calls, accumulating nodes, action closure leaks, and touch handling problems. The skill maps scenes and lifecycle patterns, then reports verified issues, their gameplay impact, and suggested fixes for performance and stability.

  • Auditing SpriteKit game code for common bugs
  • Investigating physics contacts that do not fire correctly
  • Finding frame drops or growing node counts
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Review an iOS app’s networking code for deprecated APIs, fragile connection checks, blocking calls, and missing lifecycle handling. The skill maps the networking approach, checks connection and security patterns, and reports prioritized findings with practical fixes.

  • Checking networking code for deprecated APIs
  • Investigating connection failures or poor recovery
  • Preparing an iOS app for App Store review
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Audit SwiftUI navigation architecture for problems that can break deep links, lose navigation state, or show the wrong destination. The skill maps navigation containers and routes, checks destination registration and state preservation, and reports verified findings with severity and suggested fixes.

  • Reviewing SwiftUI navigation architecture
  • Diagnosing deep links that do not open the right screen
  • Finding navigation state restoration gaps
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

axiom-macos

FreeSummary

Get guidance for macOS-specific app development, including window and menu behavior, sandboxed file access, distribution and notarization, and bridging SwiftUI with AppKit. It also covers macOS-specific SwiftUI patterns and helps route shared topics to the relevant companion skills.

  • Planning windows and menu commands for a Mac app
  • Troubleshooting sandboxed file access
  • Preparing a macOS app for notarization and distribution
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

axiom-data

FreeSummary

Use this skill to choose and work with data storage in Apple apps, including SwiftData, Core Data, SQLite, CloudKit, files, and Codable. It routes database migrations, sync issues, serialization, and storage questions to focused implementation or diagnostic guidance.

  • Choosing a database for an Apple app
  • Planning a schema migration safely
  • Troubleshooting CloudKit sync
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Use this skill to inspect an Xcode project for build slowdowns in settings, scripts, Swift type checking, and compiler flags. It produces a prioritized report with specific changes to consider and commands for measuring build times before and after.

  • Investigating slow Xcode builds
  • Reviewing build settings for Debug and Release
  • Finding costly build phase scripts
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Review SQLite and GRDB schemas and migrations for risks such as data loss, failed upgrades, unsafe table changes, foreign key gaps, and writes outside transactions. The audit maps the schema, verifies findings in context, and assigns an overall health rating.

  • Checking GRDB migrations before a release
  • Reviewing a SQLite column addition for upgrade safety
  • Finding schema changes that could delete user data
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Runs relevant specialist audits across an iOS project, covering areas such as memory, privacy, accessibility, performance, and frameworks detected in the code. It combines and deduplicates findings into a unified health report.

  • Reviewing an entire iOS project for issues
  • Creating a unified report from specialist audits
  • Checking changed Swift files when a verified diff scope is supplied
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Implement in-app purchases and subscriptions with StoreKit 2. The workflow covers product configuration, a centralized purchase manager, transaction verification, purchase screens, and restoring purchases, with instructions for testing in Xcode, Sandbox, and TestFlight.

  • Adding consumable or non-consumable purchases
  • Setting up monthly and annual subscriptions
  • Implementing a restore purchases flow
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

axiom-fix-build

FreeSummary

Diagnose Xcode build and test failures by checking the project environment, running build processes, Derived Data, Swift Package resolution, and simulator state. The skill uses captured build logs to identify confirmed causes, guides scoped fixes, and verifies results while stopping for approval before destructive actions.

  • Diagnosing a BUILD FAILED message with no clear error
  • Investigating a No such module error after package changes
  • Finding why a build works locally but fails in CI
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

axiom-health

FreeSummary

Use this skill to build iOS and watchOS features with HealthKit and WorkoutKit. It guides authorization, health data queries and writes, background updates, live and planned workouts, and related wellbeing APIs, with references for choosing the relevant implementation guidance.

  • Adding health data permissions and queries
  • Building live or planned workout features
  • Syncing HealthKit changes in the background
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

axiom-games

FreeSummary

Get guidance for building games and interactive simulations with SpriteKit, SceneKit, or RealityKit. The skill routes work to relevant references for scenes, physics, rendering, touch controls, and game controllers, and points to diagnostics for common SpriteKit problems.

  • Plan a 2D game with SpriteKit
  • Add touch controls or game controller input
  • Troubleshoot SpriteKit physics or frame-rate problems
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Review Swift text editor code for TextKit 1 fallback triggers, glyph-based measurements that can fail with complex scripts, and gaps in Writing Tools support. The audit maps text views and reports verified issues with severity and suggested fixes.

  • Checking a UITextView or NSTextView implementation
  • Investigating why inline Writing Tools is missing
  • Finding text layout problems with Arabic, Thai, or Indic scripts
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Scan SwiftUI code for patterns that can cause slow scrolling, dropped frames, or excessive view updates. The audit maps rendering contexts, verifies findings against source code, and reports severity, user impact, and concrete fixes for issues such as costly work in view bodies or missing lazy containers.

  • Investigating janky scrolling in a SwiftUI app
  • Finding why views update too often
  • Checking list cells for costly formatting or image work
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Review SwiftUI views for layout problems that can break across screen sizes, orientations, and multitasking windows. It maps the app’s adaptation strategy, checks for issues such as unconstrained GeometryReader use and fixed dimensions, then reports evidence, severity, and practical fixes.

  • Reviewing SwiftUI layouts for problems across devices
  • Finding why an iPad or resized window layout breaks
  • Checking GeometryReader and fixed-size usage
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

axiom-graphics

FreeSummary

Use this skill to plan and troubleshoot graphics work in Apple apps, including Metal rendering, shader conversion, RealityKit 3D and AR, USD files, and display performance. It points to focused guidance for migrations, rendering bugs, frame rates, and resizing behavior.

  • Porting OpenGL shaders to Metal
  • Displaying 3D models in SwiftUI
  • Building an AR experience with RealityKit
CharlesWiltgen/Axiom1.2KUpdated Oct 27, 2026

Prepare reference FASTA files for genomic workflows by creating indexes and sequence dictionaries, and fetch whole chromosomes or selected regions. Generate consensus sequences from aligned reads with samtools, with options for coverage, ambiguity, and sequencing platform.

  • Indexing a reference FASTA
  • Fetching a chromosome or genomic region
  • Creating a sequence dictionary for downstream tools
GPTomics/bioSkills1.2KUpdated Aug 15, 2026

bio-alignment-io

FreeSummary

Reads, writes, and converts multiple sequence alignments with Biopython’s Bio.AlignIO. It covers common formats such as Clustal, PHYLIP, Stockholm, FASTA, and Nexus, helping prepare alignment files for phylogenetics and conservation analysis while highlighting format-specific annotation and naming pitfalls.

  • Converting Clustal alignments to PHYLIP
  • Preparing alignments for phylogenetic tools
  • Reading multiple alignments from one file
GPTomics/bioSkills1.2KUpdated Aug 15, 2026

Review TDesign Flutter component changes against public demos, API behavior, theme rules, tests, and visual evidence. Identify gaps between the intended component contract and the implementation, and report blocking issues, non-blocking risks, and items that remain unverified.

  • Review a component pull request against its public demo
  • Check whether a proposed API adds redundant options
  • Find visual fixes hidden in demo layout code
Tencent/tdesign-flutter1.2KUpdated Oct 28, 2026

Apply repository-wide collaboration rules to TDesign Flutter development and pull requests. Decide when a Spec and user-facing changelog are needed, document public APIs, account for generated files, check compatibility across two Flutter versions, and register tests with the CI regression system.

  • Decide whether a change needs a Spec, changelog, or both
  • Prepare a component pull request using repository conventions
  • Check public API documentation and generated outputs
Tencent/tdesign-flutter1.2KUpdated Oct 28, 2026

Create, edit, and review MATLAB project configuration in `matlab.toml`. Define folders, dependencies, startup scripts, shortcuts, tests, packaging, deployment targets, and Simulink settings while checking entries against the file schema.

  • Create a MATLAB project configuration
  • Edit project folders and dependencies
  • Set startup scripts or shortcuts
matlab/matlab-agentic-toolkit1.2KUpdated Oct 27, 2026