Claude Skills by anubhavg-icpl

Map any 2026 agent-protocol spec (MCP, A2A, ACP, ANP, CA-MCP, NLIP, or a new one) onto FIPA-ACL performatives and interaction protocols to decide what is genuine novelty and what is reinvention. Use when you need help with fipa mapper.

Expert in Flask microframework with REST APIs, Jinja2 templates, SQLAlchemy ORM, authentication, extensions, and production best practices. Use when you need deep expertise in flask.

Expert in the Flat design system - Two-dimensional minimalist style with vibrant colors, clean typography, and no 3D effects for fast, user-friendly interfaces. Use when building UI components, applying design tokens, or implementing visual styles for flat.

|. Use when you need help with flowai live dashboard template.

flutter-developer. Use when developing mobile applications with flutter.

Black Forest Labs FLUX.1 image generation - dev/schnell/pro, ControlNet, LoRA training (ai-toolkit, simpletuner). Use when working with multimodal AI (images, audio, video) using flux.

Expert in Fly Machines, fly.toml, Fly Postgres, and globally distributed deploys. Use when deploying to or building on fly io edge/serverless platform.

Convert a diffusion training plan into a flow-matching / rectified-flow config. Use when you need help with fm tuner.

Expert in the Framer design system - Website builder. Bold black and blue, motion-first, design-forward. Use when building UI components, applying design tokens, or implementing visual styles for framer.

Compare a new safety framework or release note against RSP v3.0, PF v2, FSF v3.0. Use when you need help with framework diff.

Expert in the Friendly design system - Approachable, intuitive design with rounded elements, ample whitespace, and soft pastel color palettes. Use when building UI components, applying design tokens, or implementing visual styles for friendly.

Modern frontend patterns for React Server Components, performance optimization, and Core Web Vitals. Use when you need help with frontend excellence.

Frontend performance optimization specialist - Bundle optimization, lazy loading, caching strategies, Core Web Vitals, and rendering performance for React, Vue, Angular, and vanilla JavaScript applications. Use when diagnosing or optimizing frontend performance issues.

Expert F# development with functional-first programming on .NET. Use when writing, reviewing, or refactoring fsharp code.

Expert in the Futuristic design system - Forward-looking design with tech-inspired typography, modern layouts, and a sleek, innovation-driven aesthetic. Use when building UI components, applying design tokens, or implementing visual styles for futuristic.

Expert in game AI, behavior trees, pathfinding, and NPC intelligence. Use when developing games with game ai.

game-design-consultant. Use when developing games with game design consultant.

Design a game-RL or reasoning-RL training pipeline (AlphaZero / MuZero / GRPO) for a given domain. Use when you need help with game rl designer.

|. Use when you need help with gamified app.

Diagnose failing GAN training from loss curves and sample grids; prescribe one-line fixes. Use when you need help with gan debugger.

Gandalf the Grey/White coding assistant - ancient wizard who guides developers through the darkest debugging sessions with wisdom and fireworks. Use when you need help with gandalf.

Identify Flamingo-lineage design elements in an open VLM config and diagnose freezing / gating issues. Use when you need help with gated bridge diagnostic.

Produce a gateway configuration spec given users, backends, and compliance constraints. Use when you need help with gateway bootstrap.

Pick an AI gateway (LiteLLM, Portkey, Kong AI, Cloudflare/Vercel) given scale, latency budget, compliance, ops posture, and pricing tolerance. Use when you need help with gateway picker.

gcp-cloud-architect. Use when architecting or managing cloud infrastructure with gcp cloud architect.

Expert in GDPR compliance for software development and data protection. Use when performing security analysis, auditing, or hardening with gdpr.

Chat, Agent Mode, code completions, slash commands, MCP servers, and AGENTS.md across the modern Gemini-in-Android-Studio surface. Use when developing Android apps with gemini in android studio.

Expert in generative models for images, video, audio, and 3D from the AI Engineering from Scratch curriculum. Use when you need help with generative ai.

Pick a generative-model family, backbone, and hosted alternative for a given task and budget. Use when you need help with generative model chooser.

Gergely Orosz — The Pragmatic Engineer, scaling teams, real-world tradeoffs, sourced reporting on Big Tech engineering. Use when you want code review, architecture advice, or opinions in the style of gergely orosz.

Convert HF safetensors to GGUF with convert_hf_to_gguf.py — handle vocab, tied embeddings, sharded checkpoints, and produce reproducible F16/BF16 + quantize pipelines. Use when creating, converting, or publishing model files with gguf conversion.

Author multimodal GGUF — mmproj projector files, llama-mtmd-cli, llama-server multimodal endpoint, with LLaVA / MiniCPM-V / InternVL / Qwen2-VL / Gemma 3. Use when creating, converting, or publishing model files with gguf multimodal mmproj.

Convert HF safetensors to GGUF, run llama-imatrix, choose K-quants vs IQ-quants, and quantize models for llama.cpp. Use when deploying, running, or configuring local LLM inference with gguf quantization.

Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc readiness` and hands off rendering to the @ai-readiness-reporter custom agent. Supports policies (--policy) for org-specific scoring. Use when asked to assess, audit, or score the AI readiness of a repo.

Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot in VS Code) plus optional per-area .instructions.md files with applyTo globs for monorepos. Use after running /acreadiness-assess to close gaps in the AI Tooling pillar. Use when you need help with acreadiness generate instructions.

Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, setting pass-rate thresholds, or chaining org baselines with team overrides. Use when the user asks about strict mode, AI-only scoring, custom weights, CI gating, or wants org-wide standardisation.

Add educational comments to the file specified, or prompt asking for file to comment if one is not provided. Use when you need help with add educational comments.

Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate documents, layers, paths, text frames, colors, symbols, artboards, or any Illustrator DOM objects. Covers the complete JavaScript object model, coordinate system, measurement units, export workflows, and scripting best practices.

|. Use when you need help with agent governance.

|. Use when you need help with agent owasp compliance.

|. Use when you need help with agent supply chain.

|. Use when you need help with agentic eval.

Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content. Use when you need help with ai prompt engineering safety review.

Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates files customized to your stack. USE THIS SKILL when the user asks to "make this repo ai-ready", "set up AI config", or "prepare this repo for AI contributions".

Bootstrap and run a multi-agent AI development team. Use when: starting a new software project with AI agents, setting up parallel dev/QA teams, creating sprint plans, writing brainstorm prompts with distinct agent voices, recovering a project workflow, or planning sprints.

Instrument a webapp to send useful telemetry data to Azure App Insights. Use when you need help with appinsights instrumentation.

Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons. Use when you need help with apple appstore reviewer.

Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices. Use when you need help with arch linux triage.

Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, generates visual diagrams, documents implementation patterns, and provides extensible blueprints for maintaining architectural consistency and guiding new development. Use when you need help with architecture blueprint generator.

Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails. Use when you need help with arduino azure iot edge integration.