Add DWARF debug info to an existing LLVM 22 IR frontend. Covers DIBuilder setup, compile unit, function subprograms, local variable declarations, source locations on instructions, and module flags.

Use and extend alias analysis in LLVM 22. Covers querying AAResults from a function pass, using IR-level hints (noalias, TBAA) as the preferred approach, writing a custom AA analysis with the New Pass Manager, and common ModRef patterns.

通过模拟相关领域顶级专家的思考、分歧与收敛，辅助高复杂度、高风险决策。 用于用户要求模拟顶尖人物、比较强势观点，或询问“应该找哪些优秀人物来讨论某个问题，以及他们可能会怎么说”。 适用于“用世界级专家视角思考”“模拟顶级领域专家”“扮演最强领域人物”和“使用四视角对话”等请求。

Personal AI Infrastructure 多设备生命周期同步总入口：一句“同步一下我的 Personal AI”自动判断 PULL/MERGE/NO ACTION/REVIEW/BLOCKED（AUTO_SYNC），覆盖 personal-ai、personal-ai-private（curated + Dynamic Memory 合并）、项目仓库、runtime refresh 与新设备 Fresh Restore；同时保留 DSH 四层环境上传/更新/体检/复现作为子步骤。只自动处理确定安全的变更，冲突与 dirty 一律留给人工；commit/push 受 canonical ownership lease 与 receipt 约束。

以最小正确改动完成代码、Skill、规则、脚本、修复、重构和工作流修改，并提供可复核的验证证据。用于修改代码、Skill、规则文件、脚本、辅助函数或工具，或用户要求优化、改进、重构、稳定化和增强鲁棒性的场景，避免不必要的辅助代码、降级路径、抽象、依赖、整文件重写和无关重构。

Use Pino and pino-console whenever adding, changing, or configuring JavaScript/TypeScript logging, including diagnostics, Console calls, log levels, and log output.

Generate realistic test fixtures, database seed data, demo content, and mock payloads, or anonymize datasets with consistent replacement values. Use when fixing unstable generated data or preserving relationships across transformed records.

Use Pino and pino-console whenever adding, changing, or configuring JavaScript/TypeScript logging, including diagnostics, Console calls, log levels, and log output.

Generate realistic test fixtures, database seed data, demo content, and mock payloads, or anonymize datasets with consistent replacement values. Use when fixing unstable generated data or preserving relationships across transformed records.

Render or theme text-defined diagrams as SVG or ASCII/Unicode, or integrate Mermaid rendering into software. Use when choosing a diagram renderer or implementing diagram layout and styling.

Create or initialize a durable writing home with VOICE.md, STYLE.md, examples/, and drafts/. Use when Scribe identifies a first-time writer with no established writing context after resolving the target, or when the user explicitly asks to set up, scaffold, initialize, or migrate a self-contained writing folder.

Review copy as an intended reader encountering it for the first time, with no access to the writer's unstated context. Identify confusing language, missing setup, assumed knowledge, broken expectations, trust-eroding or off-putting moments, and points where the reader may stop. Use for cold reads, fresh-eyes reviews, first-time-reader perspectives, reader-journey checks, or feedback on what feels confusing, missing, alienating, or hard to follow.

Author and review freeCodeCamp /news tutorials. Use when writing an fCC tutorial, a Hashnode draft, or a dual-submit checklist. It does not set kit house voice (that's `docs-writing-style`).

Create distinctive, production-grade frontend interfaces with high design quality, ALIGNED with the Comanda editorial line. Use when the user asks to build web components, pages, or applications and wants polished, memorable design instead of generic AI aesthetics.

Manage Agent Filesystem through the control-plane MCP server. Use when the `agent-filesystem` MCP server is available, or when the user asks Codex to list, create, fork, checkpoint, delete, or connect AFS workspaces using a control-plane token.

Use when recording TiDB integration tests under tests/integrationtest and verifying regenerated result files stay minimal and correct.

Expert guidance on setting up and maintaining a modern Android application architecture using Clean Architecture and Hilt. Use this when asked about project structure, module setup, or dependency injection.

Manage the applications that hold API credentials inside an API Experience Hub portal. Use when a portal consumer needs to list their applications, check if a name is available, create a new application, update metadata, rotate the client secret, or delete an application they no longer use.

Best practices for building high-performance services with gRPC and Protocol Buffers. Use when designing RPC services, defining protobuf schemas, implementing streaming APIs, setting up gRPC interceptors, or building cross-language service communication.

Upload files to the cloud and get shareable public URLs using stableupload.dev (x402 micropayments). USE FOR: - Uploading files to get public URLs - Sharing files via download links - Hosting images, documents, or any file type - Making files publicly accessible for 7 days or 6 months - Hosting static websites with custom domains TRIGGERS: - "upload this", "share this file", "get me a link" - "host this file", "make this downloadable" - "public URL", "download link", "put online" - "share file", "file hosting", "upload file" - "host site", "deploy site", "static site" ALWAYS use `npx agentcash@latest fetch` for stableupload.dev endpoints — never curl or WebFetch for the purchase step.