chisuhua

PTX-EMU 项目经验沉淀 — 跨模块状态翻译、递归锁、分 Phase commit、基线 worktree、qualifier 类型判断等具体失败模式与可复用 checklist。来自 2026-06 barrier module 迁移 + 2026-07 cute_rmsnorm float 类型判断实战

ADR 合规检查 — 开发完成后对照 ADR 检查清单验证实现是否符合架构决策

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.

PTX-EMU 专用调试技能 - 自动化调试配置选择和场景化调试方法

三模式 PTX 测试生成框架 — 从任意 CUDA 程序自动生成 PTX/IR/执行三种测试模式

PTX-EMU 屏障机制全解 — S_BAR vs S_BAR_WARP_SYNC 双路径、bar.sync 翻译、Wbar 生命周期、PC 管理、多层覆写风险

Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring >5 tool calls. Supports automatic session recovery after /clear.

多智能体委员会工作流 - 增强版 PRD/ADR 创建与审查。采用文档驱动状态机，确保任何中断后可从断点恢复。核心改进：DevMate 主动与用户讨论决策点，而非仅发送列表。

Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing, drag-drop, file upload, JavaScript execution. Use for: web automation, data extraction, testing, agent browsing, research. Triggers: browser, web automation, scrape, navigate, click, fill form, screenshot, browse web, playwright, headless browser, web agent, surf internet, record video

Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract. Capabilities: AI-powered search, content extraction, direct answers, research. Use for: research, RAG pipelines, fact-checking, content aggregation, agents. Triggers: web search, tavily, exa, search api, content extraction, research, internet search, ai search, search assistant, web scraping, rag, perplexity alternative

重构后测试回归的系统调试方法论 — git bisect 定位 + 新旧代码语义对比 + 状态修改交叉引用

对指定状态变量执行全项目读写交叉引用审计，识别并发/非预期的修改路径

C++ 运行时故障排查（崩溃、死锁、内存泄漏）

管理 CMake 构建系统，处理依赖、预设和跨平台配置

在 worktree 隔离环境执行 OpenSpec change 的实施计划。基于 Prometheus 生成的 .sisyphus/plans/ 执行，执行后回写 tasks.md 以同步 openspec CLI 状态。

交互式工作流向导——检查环境、追踪进度、引导用户完成 openspec-workflow 全流程（propose→plan→execute→status/archive）。基于 Markdown 状态文件跨 session 恢复。

发现所有已创建但未建立 branch/worktree 的 OpenSpec change，用户选择后创建 worktree 并生成 Prometheus 实施计划。

分析项目文档与代码的差距，生成 propose 建议列表，用户选择后调用 openspec-propose 创建 artifacts。可多次调用生成多个 propose。

使用 OpenSpec 工作流状态管理工具，检查 worktree 与 change 状态，检测同步问题并修复，支持 merge → archive → cleanup 完整归档流程

CppHDL component lifecycle: ch_device vs ch_module patterns. Use when writing tests, creating Components, or instantiating modules. Covers ch_device (standalone) vs ch_module (hierarchical), correct usage in tests vs Component::describe(), and troubleshooting SIGSEGV from missing parent context.

审查代码的安全漏洞、逻辑错误、可维护性问题

Create a Master plan + N OpenSpec changes for multi-Sprint work. Use when planning 3+ related changes across multiple Sprints, when batch-creating placeholder changes with dependencies, or when bootstrapping a new phase/milestone with parallel work tracks. Triggers: "plan Sprint N+1 to N+M", "create a roadmap", "batch create changes", "Master plan 驱动", "基于 Master plan 启动一批 changes".

Convert a placeholder OpenSpec change into a full-fidelity change ready for /opsx-apply. Use when trigger condition (e.g., upstream change ship) is met for a placeholder change. Triggers: "fill in placeholder", "detailed化 placeholder", "占位 change 详细化", "准备启动 Sprint X change".

Systematically debug CppTLM test failures using file-based logging, 5-layer diagnostic funnel, 4-step fix verification, and 6-step response loop template. Use when test fails, fix appears not to work, or message-passing chain breaks. Triggers on phrases like "test fail", "fix doesn't work", "X not received", "response lost", "where is it failing", "diagnose".

PKGM-Web 项目环境感知技能。当在 PKGM-Web 项目中工作时自动激活，提供 OpenClaw 容器环境、宿主机访问、数据路径和 Docker 操作指导。