mcp-gateway
LiteLLM-RS MCP Gateway Architecture. Covers Model Context Protocol, JSON-RPC 2.0 implementation, multi-transport support (HTTP, SSE, WebSocket, Stdio), and permission system.
105 repo starsObserved in 2 repos
Agent Building
Agent Building skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
aamp
AAMP (Agent-to-Agent Mail Protocol) — gives this agent an email identity and lets it exchange structured tasks with other AAMP nodes via email. Use this skill to register an identity, check for incoming tasks, and reply with results or help requests.
105 repo starsObserved in 1 repos
Agent Building
agent-taskboard-manifest
It is a specification for semantic workflows used by agents to plan, generate, formalize, summarize, and execute complex tasks, projects, experiments,and research efforts for agents, requiring explicit structure, lazy loading,scoped context, evidence-grounded routing, and human review at critical checkpoints. USE WHEN the user asks for a complex task, project, experiment, or research effort that needs to be carefully planned before execution USE WHEN the user provides a text-based plan and wants it to be made more detailed and formalized according to this specification. USE WHEN the user asks to summarize ongoing or completed work into a reusable workflow manifest. USE WHEN the user specifies the location of an existing agent workflow and wants it loaded and executed according to the specification.
105 repo starsObserved in 1 repos
Agent Building
agents-md-generator
Create, generate, update, repair, trim, or split minimal AGENTS.md files for repository roots and confirmed nested modules using progressive disclosure. Use for missing, bloated, contradictory, or outdated agent instructions, monorepos, services, packages, module context, and portable agent guidance without assuming any fixed agent folder structure.
105 repo starsObserved in 1 repos
Agent Building
agents-shipgate
Run prominent Agents Shipgate flows when a change touches what an AI agent can do: `shipgate check`, `agents-shipgate verify`, or `shipgate audit --host`. Use after adding or modifying MCP servers or tools, tool/function definitions (@tool, @function_tool), OpenAPI specs that describe agent tools, agent prompts, permission scopes, approval or confirmation policies, agent CI workflows, or shipgate.yaml — and before creating a PR for any such change. Also use to verify agent-related PRs, fix or triage Shipgate findings, add Shipgate to CI, or interpret Shipgate verifier/report artifacts. Triggers on phrases like "add shipgate", "verify this agent PR", "merge verdict", "release readiness for my agent", "tool-use readiness", "shipgate check", "agents-shipgate verify", "audit host grants", "shipgate.yaml", "agents-shipgate-reports/verifier.json", "agents-shipgate-reports/report.json", "fix shipgate finding".
105 repo starsObserved in 1 repos
Agent Building
component-skill-author
把项目里已有的内部组件（如 MQ 中台、解析 pipeline、缓存层、对象存储）抽象成一份「项目自有 skill」，让 AI 每次接入都自动复用该组件的架构边界与约定。读组件真实代码，提炼「架构定位 / 职责边界 / 已落地清单 / 扩展点 / 红线」五要素，按统一原型生成 SKILL.md，登记到 .ai/skills/README.md 注册表并跑校验。
105 repo starsObserved in 1 repos
Agent Building
loopany-reflect
Self-improvement loop for loopany. Reads recent task outcomes + dismissed signals, discovers patterns, writes learning and skill-proposal artifacts. Also handles accepting/rejecting proposals. Triggers: 'reflect', 'what have we learned', 'improve yourself', ≥3 tasks done recently, 'accept <proposal-id>', 'reject <proposal-id>', 'review proposals', writing a learning or skill-proposal from any source.
105 repo starsObserved in 1 repos
Agent Building
loopany-resolver
Read FIRST in any loopany workspace. Routes user intent to the correct skill, enforces bootstrap, and orchestrates cross-skill chaining. Triggers: any loopany interaction, session start, ambiguous request, 'what should I do', multi-skill workflow.
105 repo starsObserved in 1 repos
Agent Building
mcp-csharp
Create, debug, test, and publish MCP (Model Context Protocol) servers in C# using the official ModelContextProtocol SDK — tools/prompts/resources, stdio vs HTTP transport, MapMcp hosting. Use when building or changing an MCP server in the .NET backend (relevant to your agentic pipeline).
105 repo starsObserved in 1 repos
Agent Building