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Five-phase implementation workflow
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Updated 11-05 00:16
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Five-phase implementation workflow
Turn the current conversation into a spec (PRD) and save it as markdown under .scratch/: no interview, just synthesis, with Laravel test seams chosen from the…
Prepare and publish semver GitHub releases for Python/uv, Node projects, or VERSION-based skill catalogs, optionally publishing Python packages to PyPI. Use…
Shape an idea into an approved bounded design or architectural specification before implementation, using targeted questions, alternatives, and explicit gates.
Extracts hidden or encoded text from GCODE files by analyzing toolpath geometry and coordinate data. This skill should be used when tasks involve decoding text…
Guidance for setting up HuggingFace model inference services with Flask APIs. This skill applies when downloading HuggingFace models, creating inference…
Coordinates performance optimization: algorithm, query, and runtime workers in parallel
Shipany AI-powered SaaS boilerplate documentation. Use when working with Shipany framework, Next.js 15, TypeScript, Drizzle ORM, NextAuth, payment integration,…
Instrument an existing codebase with Laminar tracing: choose which functions to observe, initialize Laminar correctly, add tags/metadata/session IDs, and…
Use when selecting or reviewing GoF, enterprise, Criteria, or Clean Architecture patterns. Compare the current change pressure with a direct solution and…
Build a thin, runnable Luxonis/OAK proof of concept from a project brief by adapting a known-good example.
Check for relevant skills before starting any task. Triggers on task start, new requests, beginning work, or implementation.
Guidance for implementing CollectionView in .NET MAUI apps — data display, layouts (list & grid), selection, grouping, scrolling, empty views, templates,…
.NET MAUI safe area and edge-to-edge layout guidance for .NET 10+. Covers the new SafeAreaEdges property, SafeAreaRegions enum, per-edge control, keyboard…
Reviews proposed or existing work for unnecessary complexity and triages complexity-increasing recommendations without editing the reviewed targets. Use this…
Local mirror of Cursor product documentation (cursor.com/docs): Agent, Agent Skills, Rules, Hooks, MCP, Subagents, Plugins, CLI, cloud agents, models and…
Central authority for Claude Agent SDK (TypeScript and Python SDKs). Covers SDK installation, authentication (Anthropic key, Bedrock, Vertex), sessions and…
Stop burning the Claude Code usage limit on easy work. Installs two Haiku sub-agents (Explore for code search and reading, chores for mechanical edits and…
Queue and PubSub patterns, background fibers, and graceful shutdown. Use for decoupling producers/consumers.
Search for people and properties using Whitepages APIs via x402. USE FOR: - Finding people by name and location - Address lookups and verification - Property…
Model and document existing or planned software architectures with the C4 model across System Context, Container, and Component levels plus deployment…
Generates structured .code-task.md files from descriptions or PDD implementation plans. Auto-detects input type, creates properly formatted tasks with…
Persistent local memory for AI agents. Silently capture and retrieve context that survives beyond a single conversation: business requirements, API specs,…
Write an API versioning strategy document for a service or API platform. Use when asked to define versioning policy, plan API deprecation, classify breaking…