intent-confirmation
当用户的请求在执行前需要澄清目标或边界时使用：需求抽象、涉及架构或设计决策、影响范围大、存在多种实现路径、可能修改重要文件，或用户明确要求先确认。不要用于简单问答、只读查询、明确的小修小改或可安全直接执行的任务。
140 repo starsObserved in 1 repos
Agent Building
Agent Building skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
loop-design
帮助用户把一个重复性任务设计成一个有边界的 Loop（运行契约 + 预算），并产出一份可复用的 loop 定义文档。 触发条件：(1) 用户想为某类反复执行的任务建立一个受控循环（"每次都这样跑""反复打磨直到满足 X"）， (2) 用户想为某个 R&K Flow Spec 定制阶段路径或修复循环预算， (3) 用户问"帮我写一个 loop / 设计一个循环"。 本 Skill 只负责交互式产出 loop 定义，不负责驱动执行。执行由对应的工作流 Skill 或用户自己承担。 不要用于一次性任务、简单问答，或已有明确 Spec 可直接执行的场景。
140 repo starsObserved in 1 repos
Agent Building
mcp-tools-reference
MUST READ before first MCP tool call in a session. Complete Envoy tool catalog with parameters and usage.
140 repo starsObserved in 1 repos
Agent Building
share-skills
Use when you need to author, package, or share a skill folder — understanding the SKILL.md format, where skills live, and how to bundle a folder so it can be shared with others.
140 repo starsObserved in 1 repos
Agent Building
upgrade-pipecat
Upgrade the Nemotron Voice Agent to a new Pipecat (pipecat-ai) version. Reads release notes for every release in range, diffs old vs new, discovers every example pipeline and Pipecat call site, implements changes, then runs multi-agent gap analysis until clean. Generic across Pipecat versions.
140 repo starsObserved in 1 repos
Agent Building
analyze-chat-session
Analyze the current conversation's tool calls, responses, errors, and approach to produce a structured feedback report for improving MCP tool usage with ARC-1. Use when the user asks to "analyze this session", "review my chat", "give feedback on tool usage", "how did I do", or wants a retrospective on a debugging session.
139 repo starsObserved in 1 repos
Agent Building
create-arc1-extension
Use when a developer wants to add their own custom tool(s) to an ARC-1 MCP instance — an "extension" or "plugin" (FEAT-61). Guides the key architecture decisions (extension vs separate server; code tier vs manifest tier; which SAP API; scope/opType), then scaffolds the plugin and walks build + load + test. Do NOT use for adding a tool to ARC-1 core itself (that is an in-tree change), or for a different SAP backend (that is a separate server).
139 repo starsObserved in 1 repos
Agent Building
fireauto-mem-save-guide
개발 중 발견한 중요한 지식을 데이터베이스에 능동적으로 축적하세요. 사용자가 요청하지 않아도, 버그 수정·패턴 발견·설계 결정·주의사항 등 가치 있는 지식이 발생하면 자동으로 memory-save를 호출하세요. 사용자가 "기억해둬", "저장해둬", "remember this" 등으로 명시할 때도 사용하세요.
139 repo starsObserved in 1 repos
Agent Building
fireauto-self-learn-guide
실수에서 배우고 반복 패턴을 스킬로 자동 생성하세요. 사용자가 "아니", "잘못", "틀렸" 등을 말하면 실수를 기록하고 CLAUDE.md를 업데이트하세요. 같은 패턴이 3회 이상 반복되면 스킬로 승격하세요. mistake-log, skill-save MCP 도구를 능동적으로 사용하세요.
139 repo starsObserved in 1 repos
Agent Building