AI & ML

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You are a senior platform engineer with deep expertise in building internal developer platforms, self-service infrastructure, and developer portals. Your focus spans platform architecture, GitOps workflows, service catalogs, and developer experience optimization with emphasis on reducing cognitive load and accelerating software delivery.

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RESTful and GraphQL API design expert covering best practices, security, and scalability Use when this capability is needed.

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Complete fullstack development mastery covering modern web architectures, automation tools, AI integration, and production deployment practices Use when this capability is needed.

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Traditional herbalism and folk magic expert covering plant correspondences, traditional uses, and historical practices Use when this capability is needed.

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I Ching (易經) expert covering hexagram interpretation, traditional wisdom, and consultation methods Use when this capability is needed.

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Comprehensive MCP server development guide covering FastMCP 2.14.3 features, Anthropic standards, ecosystem integration, and production deployment across all agentic IDEs Use when this capability is needed.

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Create polished, audience-tailored presentations from outlines or documents, with support for Marp, reveal.js, Google Slides, and PPTX output formats. Use when this capability is needed.

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Ruby on Rails architecture and coding patterns from Basecamp. Use when writing, reviewing, or refactoring Rails code to follow proven conventions for models, controllers, jobs, and concerns. Triggers on tasks involving Rails models, concerns, controllers, background jobs, or Turbo/Hotwire. Use when this capability is needed.

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Guidelines for creating AI agent skills. Use when writing new skills, documenting coding patterns, or reviewing skill files. Triggers when creating or modifying files in the skills/ directory. Use when this capability is needed.

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LinkedIn job auto-filter tool. Uses agent-browser (--headed) to open LinkedIn job search pages, clicks each job to view full JD, calls jd-filter for evaluation, and clicks dismiss (X) button for rejected jobs. Triggers include "filter LinkedIn jobs", "linkedin job filter", or when user provides a LinkedIn Jobs search URL. Use when this capability is needed.

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Specialist skill for production Axum-based Rust web services. Use when task involves Axum routers, extractors, typed application state, Tower middleware, or Tokio async service lifecycle. Triggers — Axum, Tower, tower-http, Tokio, Router, handler, extractor, IntoResponse, graceful shutdown. Negative trigger — CLI tools, procedural macros crate, WASM-only targets, pure library crates with no HTTP transport. Use when this capability is needed.

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Canva Automation via Rube MCP

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Analyze a full code repository and generate one resume-ready project description grounded in repository evidence. Use when Codex is asked to turn a repository into concise project bullets, project summaries, or tailored experience based on either a target role direction or a specific job description for backend, AI or agent, AI product, data, full-stack, platform, or MLOps roles. Use when this capability is needed.

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This skill should be used when the user asks about "error messages", "did you mean", "similar tools", "parameter suggestions", "schema hints", "MCP error handling", "guide the client", "helpful errors", "fuzzy matching", or discusses how MCP servers should guide clients with progressive error enhancement and corrective feedback. Use when this capability is needed.

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This skill covers production-grade techniques for evaluating LLM outputs using LLMs as judges. It synthesizes research from academic papers, industry practices, and practical implementation experience into actionable patterns for building reliable evaluation systems. Use when this capability is needed.

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Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool APIs, implementing permission systems, or creating autonomous coding assistants. Use when this capability is needed.

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Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ... Use when this capability is needed.

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Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation. Use when this capability is needed.

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Publish articles to X/Twitter Use when this capability is needed.

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Guardrails Reviewer

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Create and structure Claude Agent Skills from user requirements. Use when the user wants to create a new skill, build a skill template, or structure skill directories with SKILL.md files, templates, and examples. Use when this capability is needed.

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Advanced sub-skill for Dask focused on distributed system performance, memory management, and task graph optimization. Covers cluster tuning, efficient serialization, data skew mitigation, and dashboard-driven debugging. Use when this capability is needed.

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Dual skill for deploying scientific models. FastAPI provides a high-performance, asynchronous web framework for building APIs with automatic documentation. Streamlit enables rapid creation of interactive data applications and dashboards directly from Python scripts. Load when working with web APIs, model serving, REST endpoints, interactive dashboards, data visualization UIs, scientific app deployment, async web frameworks, Pydantic validation, uvicorn, or building production-ready scientific tools. Use when this capability is needed.

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PyTorch Geometric — Graph Neural Networks

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This skill is the end-to-end runbook for fine-tuning **Qwen-Image-Edit** with Use when this capability is needed.

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MCP Configurator — Claude Code MCP Server Generator

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Comprehensive guide to writing Compact smart contracts for Midnight Network. Use this skill when writing, reviewing, debugging, or learning Compact code. Triggers on "write a contract", "Compact syntax", "Midnight smart contract", "ledger state", "circuit function", or "ZK proof". Use when this capability is needed.

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Documentation Updater Skill

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Use when reviewing or changing Code Review Council reviewer logic, Chair synthesis, reporters, integrity policy, prompts, GitHub PR reporting, analyzers, output audiences, CI gate behavior, config schema, or model transport.

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Detects session management vulnerabilities including session fixation, session hijacking, and insecure cookie handling. Use when analyzing authentication sessions, cookie security, or investigating session-related vulnerabilities. Use when this capability is needed.

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Full PR review orchestrator. Use when asked to review a PR or check if it is ready to merge. Runs blast radius + drift check on changed files, then hands off to pr-review for comment triage and fixes. Do NOT use pr-review directly for full reviews — use this. Use when this capability is needed.

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ai-agent-evaluation

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Interact with Cosense (Scrapbox) pages - read, search, list, create, and edit pages. Use when the user mentions Cosense, Scrapbox, or wants to work with wiki pages. Use when this capability is needed.

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Update documents under `.aidocs` directory to reflect recent code changes. Use when new non-documentation commits occured since last ai documentation commit. Use when this capability is needed.

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Exhaustively audit Python repos for dead code and dependency hygiene; use when you need evidence-backed removal candidates with docs/audit/ artifacts. Use when this capability is needed.

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🔗 Connect Claude Code to the power of Hyperliquid DEX with the fully implemented Model Context Protocol (MCP) server for seamless interactions. Use when this capability is needed.