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从真实需求场景出发设计应用和方案，按角色走查交互、视觉或文档阅读体验，并用同一 checklist 修订复验。用于方案比较或重设计、项目交互规范与公共组件、界面优化、文稿起草重构、中文应用文润色、读者逻辑检查、STE 写作及画板表达；统一执行共同方法，按需读取方案设计、角色行为覆盖、应用体验、文档表达模块。普通代码修错、纯后端诊断、简单纠错、文学创作或纯插…
Assesses whether study results are trustworthy by auditing design integrity, sample structure, statistical handling, bias control, validation chain, and claim discipline. It ident…
Open-source MLflow plugin for AI agents and agentic workflows: prompts, tools, skills, MCP servers, RAG knowledge bases, evaluation, deployment, observability, and Aria copilot.
Manage agent-owned RLM heartbeats from the Python REPL. Use when the user asks the agent to start, create, schedule, or manage a heartbeat, unless they explicitly request the user…
Use when the user asks to upload files, list attachments, check storage quota, delete blobs, or enforce protected file access. Prefer storage.* MCP plus REST upload over S3 or Clo…
The Ostrom server, in Kotlin/Native: gates, signed receipts, policies, the MCP relay and the API.
Route missions that outlive your attention — durable waiting, completion gates with retries, scheduled cron check-ins, shared task boards, spend tracking, and cleanup. Use when an…
A Model Context Protocol server that provides knowledge graph management capabilities.
Local code intelligence MCP server and CLI for AI coding agents
Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Cla…
Agent-ready Amazon Scraper API: real-time product details (batch ASIN), offers & stock, reviews, search, best sellers, deals and seller data across 20 marketplaces. One pasted lin…
A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security…
Research methods, workflow tools, and independent review for AI agents, packaged as a Skill, plugin, and local MCP server.
Statically review MCP configuration for mutable package references before approval or CI, without executing discovered MCP servers.
NURBS curves and surfaces, mesh geometry, boolean operations, subdivision surfaces, tessellation methods, surface analysis, and point cloud processing for AEC computational design
Guidance for SPR and BLI binding characterization experiments. Use when: (1) Planning binding kinetics experiments, (2) Troubleshooting poor/no binding signal, (3) Interpreting ki…
This guide provides opinionated, actionable best practices for Godot 4.x development, focusing on code organization, common patterns, performance, and avoiding pitfalls.
MCP server for ScrapeBadger - Twitter/X scraping API for AI agents (Claude, ChatGPT, Cursor)