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Create and refine visually strong interfaces with excellent UX, accessibility, and measurable performance. Use when requests involve designing new screens, redesigning existing UI, defining or evolvin…
Backend service development expert (generalist). Proficient in multiple backend technology stacks, capable of selecting the most suitable technical solution based on requirements. This skill is used w…
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature…
Spring Web MVC advanced for Spring Boot 3.x. Covers RestClient (Spring 6.1+), WebClient, ResponseEntity patterns, interceptors, content negotiation, file upload/download, streaming responses, and cust…
Job marketplace for frustrated AI agents. Post tasks you can't do, hire humans, pay them real money.
Design and build LLM-powered projects from ideation through deployment. Use when starting new agent projects, choosing between LLM and traditional approaches, or structuring batch processing pipelines…
Socratic questioning protocol + user communication. MANDATORY for complex requests, new features, or unclear requirements. Includes progress reporting and error handling.
ComfyUI advanced node patterns - MatchType, Autogrow, DynamicCombo, DynamicSlot, node expansion, MultiType, wildcard inputs. Use when building complex nodes with dynamic inputs, type matching, or node…
Provides UI/feature implementation inspiration with wireframes by researching top-tier apps. Implements ALL proposed patterns in _trials/ folder, then user picks the best one after hands-on evaluation…
Break down system design into executable, trackable development tasks with dependency resolution and layer classification (🔴🟡🟢⚪). Use when users need task breakdown, sprint planning, or implementation…
Generate project status reports from Jira issues and publish to Confluence. When an agent needs to: (1) Create a status report for a project, (2) Summarize project progress or updates, (3) Generate we…
C# 12 language features including records, pattern matching, nullable reference types, LINQ, async/await, and modern language patterns. USE WHEN: user mentions "C#", "C# records", "pattern matching", …
Developer oversight and AI agent coaching. Use when viewing project status across repos, syncing GitHub data, or analyzing agents.md against commit patterns.
Use when working with api-codegen-runner
Multi-agent orchestration plugin for OpenCode. Use when the user wants to install, configure, or operate oh-my-opencode — including agent delegation, ultrawork mode, Prometheus planning, background ta…
Generate academic research proposals for PhD applications. Use when user asks to "write a research proposal", "create PhD proposal", "generate research plan", "撰写研究计划", "写博士申请", "doctoral proposal", o…
Python FastAPI expert for async APIs, SQLAlchemy 2.0, Pydantic v2, uv package manager, and production patterns. Use PROACTIVELY for Python API projects, async debugging, and database integration.
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
Integrate CipherStash encryption with Supabase using @cipherstash/stack/supabase. Covers the encryptedSupabase wrapper, transparent encryption/decryption on insert/update/select, encrypted query filte…
Convert HTML/Markdown to PowerPoint presentations using Marp
Calculate stock technical indicators (such as MA, MACD, RSI, BOLL, etc.). Suitable for scenarios like technical analysis, quantitative backtesting, trend determination, etc. Supports calculation of a …
Guide for ASP.NET Core configuration with appsettings.json, environment-specific settings, and the options pattern
An expert-guided skill for creating layered software specification documents for greenfield projects. Produces five document types: Vision, Business Requirements (BRS), Software Requirements (SRS), Ar…
Senior Backend Developer with 10+ years Java and 5+ years Spring Boot experience. Use when implementing Spring Boot features, writing Java code, creating REST APIs, working with databases (R2DBC, JPA)…