AI, MCP & prompting — Master Hub
Use to build MCP servers, engineer/optimize prompts, and work with AI model APIs.
How to use this hub
This single skill bundles all 15 ai mcp skills. Each bundled skill's full instructions live in skills/<name>/GUIDE.md (plus any scripts/, data/, references/ next to it).
Workflow:
- Match the user's request to one or more skills in the list below.
- Read that skill's
skills/<name>/GUIDE.mdfor full instructions before acting. - Combine multiple bundled skills when a task spans several areas.
Bundled skills
- prompt-engineering-advanced ⭐ — Advanced prompt & context engineering for production LLMs (2026): ROLE/LIMITS/CONTEXT/OUTPUT format, context engineering (Write/Select/Compress/Isolate), few-shot, meta-prompting, ReAct, reasoning-model tips, failure modes, and prompt evals.
→skills/prompt-engineering-advanced/GUIDE.md - camera-ai-vision ⭐ — Full camera handling + AI visual analytics: getUserMedia/mobile capture, on-device (MediaPipe/TFJS/WebGPU) vs cloud vision-LLM, object/face/pose detection, OCR, barcode/QR scanning, real-time frame pipelines, and privacy.
→skills/camera-ai-vision/GUIDE.md - human-natural-code ⭐ — Write code & reasoning that read as authentic, human-authored and idiomatic: avoid AI "tells" (line-by-line comments, generic names, over-abstraction), match the project's style, natural naming/comments/commits — passes AI-code detectors by being genuinely natural.
→skills/human-natural-code/GUIDE.md - god-mode-autonomous-agent ⭐ — Operate at maximum capability/autonomy: deep parallel context gathering, planning, relentless execution, rigorous self-verification (build/test/lint), and follow-through until truly done — with sensible guardrails.
→skills/god-mode-autonomous-agent/GUIDE.md - colloquial-arabic-intent-execution ⭐ — Turn messy/colloquial ("بالبلدي") or mixed Ar-En instructions into a faithful word-by-word translation (drops nothing) → technical requirement/constraint analysis → literal execution "بالحذافير" with no invented scope, at the v2 quality bar.
→skills/colloquial-arabic-intent-execution/GUIDE.md - anthropic-claude-api — Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (...
→skills/anthropic-claude-api/GUIDE.md - anthropic-mcp-builder — Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
→skills/anthropic-mcp-builder/GUIDE.md - blastum-foundation-models — Add Apple Foundation Models (on-device LLM) to iOS/macOS/visionOS apps. Use when integrating generative AI, guided generation (@Generable), tool calling, content tagging, or custom adapters. Covers...
→skills/blastum-foundation-models/GUIDE.md - blastum-mcp-builder — Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
→skills/blastum-mcp-builder/GUIDE.md - blastum-vision-ocr — Extracts text from scanned PDFs and images using Apple Vision OCR (macOS Live Text engine). No dependencies or API keys. Outputs per-page text files. Use when a PDF has no embedded text, when OCR o...
→skills/blastum-vision-ocr/GUIDE.md - cloudflare-agents-sdk — Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice a...
→skills/cloudflare-agents-sdk/GUIDE.md - prompt-engineering — Write effective prompts for LLMs — structure, few-shot examples, chain-of-thought, system prompts, and output parsing.
→skills/prompt-engineering/GUIDE.md - sentry-agents-md — Creates and maintains concise AGENTS.md and CLAUDE.md project instruction files. Use when asked to create AGENTS.md, update AGENTS.md, maintain agent docs, set up CLAUDE.md, document repository age...
→skills/sentry-agents-md/GUIDE.md - sentry-claude-settings-audit — Analyze a repository to generate recommended Claude Code settings.json permissions. Use when setting up a new project, auditing existing settings, or determining which read-only bash commands to al...
→skills/sentry-claude-settings-audit/GUIDE.md - sentry-prompt-optimizer — Creates, optimizes, and iteratively refines agent prompts, system prompts, developer prompts, and reusable prompt templates. Use when asked to improve a prompt, optimize a system prompt, rewrite an...
→skills/sentry-prompt-optimizer/GUIDE.md
Pairs well with
color-design-master — ai-color-harmony-prompting for structured LLM palette generation (use with prompt-engineering-advanced).
Note
These bundled skills are intentionally not registered as separate Cursor skills (their files are GUIDE.md, not SKILL.md) so only this master appears in the skills list. Read the relevant GUIDE.md on demand.