ForceInjection

Conduct deep academic research for philosophy, neuroscience, cognitive science, and theoretical computer science (computability, complexity, AI theory, logic). Use when user asks to: research academic topics, find scholarly papers, conduct literature reviews,…

Create clear action plans with steps, success criteria, and risk awareness. Use before implementing features, making changes, starting projects, or anytime you need a roadmap to success. Triggers on "plan this", "how should we approach", "what's the…

Add keyboard navigation to a feature using CommandRegistryService. Use when implementing keyboard shortcuts, vim-style navigation, or hotkeys for a page or component.

Expert in bidirectional conversion between SpecWeave increments and Azure DevOps (ADO) Epics/Features/User Stories/Tasks. Handles export (increment → ADO), import (ADO → increment), and bidirectional sync with conflict resolution. Activates for ADO sync,…

Complete guide to 2025 Claude Code plugin features: Agent Skills, Hooks, MCP integration, and repository-level configuration. PROACTIVELY activate for: (1) Agent Skills implementation, (2) Hook automation setup, (3) MCP server integration, (4) Team plugin…

Signal processing, filtering/denoising, and math-driven feature engineering.

Comprehensive guide for Amplitude MCP queries. Use when analyzing product analytics, user behavior, funnels, retention, experiments, or metrics. Reduces context overhead by documenting query patterns, event taxonomies, and RDC-specific configurations.…

Amplitude user behavior queries

精确修改 PowerPoint (.pptx)——按 shape 名定位做 run 级文本替换、风格化新增元素，并用 LibreOffice + pdftotext 渲染验证无出界、无碰撞。当用户要求修改、编辑或更新现有 .pptx 演示文稿中的文本、布局或元素时使用。

去除文本中的 AI 生成痕迹，使其更自然、更像真人书写。适用于编辑或审阅文章、博客、技术文档等中文文本， 检测并修复 35 种 AI 写作特征：夸大的意义宣称、宣传语、模糊来源、AI 高频词汇、破折号滥用、三段式结构、 否定式排比、聊天机器人残句、模板化结尾等。基于维基百科 "Signs of AI writing" 指南。

审查技术文档。支持四种独立评审类型：大纲评审（检查目录与结构逻辑）、内容评审（检查文字准确性与代码质量）、资产评审（校验链接与引用合规）、格式评审（校对纯视觉排版与标点），审查后可按需调用 humanizer-zh 去除 AI 写作痕迹。仅在用户请求审查或修正 Markdown 文档时使用，纯去 AI 化请求请交给 humanizer-zh。

整理和优化项目目录结构。当用户请求整理目录、分类文件、清理无用文件或重构文件夹结构时调用此技能。

检查 Markdown 文件中的本地和外部链接有效性。当用户需要验证、检查 Markdown 文档或项目的链接可访问性时调用此技能。

分析和总结指定的本地 Markdown 文件，并输出结构化的中文总结。当用户请求总结、分析或提取本地 Markdown 文档信息时调用此技能。

将指定的本地 Markdown 文件翻译成指定语言（默认中文），并在文件名中添加语言标识后缀。当用户请求翻译本地 Markdown 文档时调用此技能。

执行 OpenSpec 规范驱动开发 (SDD) 。涵盖意图对齐、规范生成、代码实现与自动化验证。支持架构师 (写Spec/评审) 、开发 (写代码) 和 QA (写测试) 角色协同及 /opsx 指令体系。

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.

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

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.

Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change.

Update an OpenSpec change by revising its existing planning artifacts and keeping them coherent with one another. Use when the user wants to revise a change's plan, fold new decisions into it, or reconcile its artifacts after an edit. Never edits code.

通用二进制逆向工程技能。覆盖多架构反汇编模式(x86-64/ARM64)、密码学算法识别(AES/RC4/SHA/ChaCha20)、 反分析技术(反调试/反VM/混淆)识别与绕过、Go/Rust/C++/Swift 语言专项逆向、 angr/Qiling/Unicorn/BinDiff 高级工具使用。 当用户请求逆向分析、反编译、理解二进制逻辑、去混淆、分析恶意代码行为时触发。

Linux ELF 二进制格式深度分析。覆盖 ELF 结构解析(header/program/section)、 安全特征评估(RELRO/Canary/NX/PIE/seccomp)、静态反汇编、动态调试、加壳检测与脱壳。 当用户提供 ELF/.so 文件并请求分析、triage、安全评估时触发。

Linux 二进制漏洞利用专项技能。覆盖栈溢出、堆利用(House of系列/FSOP/tcache/fastbin)、 高级 ROP(ret2csu/SROP/JIT-ROP)、格式化字符串深入利用、内核提权与保护绕过。 当用户请求 exploit 开发、漏洞利用、提权、CTF pwn 挑战解决时触发。

Extract text from PDF files, translate it to a target language, and save the result as a Markdown file. Use this skill when the user wants to translate a PDF document or asks to "convert PDF to Chinese".

NVIDIA cuFile / GPUDirect Storage (GDS) 高性能编程 — GPU 与 NVMe SSD 之间的直接 DMA 数据传输， 绕过 CPU 内存，实现最低延迟和最高吞吐。涵盖同步/异步/批量 I/O、缓冲区注册、 cufile.json 调优、GDS 兼容性检测与故障排查。 Use when writing, debugging, or tuning cuFile applications that need direct NVMe-to-GPU data transfer.…