Use when reviewing a pull request in the deepseek-harness repo — orients the reviewer to this codebase's standards (AGENTS.md conventions, defensive patterns, ADRs, quality gates)…
DSIM simulator debugging and troubleshooting. Use when investigating compilation errors, runtime failures, waveform analysis, or DSIM environment issues.
Reverse JavaScript-based custom DSL/VM interpreters, non-standard WASM-like runtimes, and risk-control engines.
Design and test DSP filters (highpass, lowpass, bandpass, notch) for WaveCap-SDR. Use when adding filters to demodulation pipeline, debugging filter response, or tuning cutoff…
Use when you need to customize how DSPy formats prompts for a specific provider — switching from chat to completion format, forcing JSON output, or debugging prompt rendering…
Build DSPy evaluation harnesses with rich-feedback metrics that are essential for GEPA optimization. Use when writing a metric function, calling dspy.Evaluate, splitting dev/val…
Use Langtrace for DSPy observability and tracing. Use when you want to set up Langtrace, langtrace-python-sdk, auto-instrument DSPy, trace DSPy calls, LLM observability,…
Use dspy.RLM (Recursive Language Model) for reasoning over contexts too large to fit in an LLM's working window — entire codebases, long logs, massive documents, or multi-step…
Build type-safe LLM applications with DSPy.rb — Ruby's programmatic prompt framework with signatures, modules, agents, and optimization.
Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, and develop applications with a serverless, distributed SQL database.
EU DSS 5.12.1 framework reference: signature formats, validation, trusted lists, constraint policy, algorithms, and project integration architecture for PADigitale.
Reads HEC-DSS files (V6 and V7) for boundary condition extraction using RasDss class. Handles JVM configuration, HEC Monolith download, catalog reading, and time series…
Test distributed systems with reproducible deterministic simulation using turmoil
dstack is an open-source control plane for GPU provisioning and orchestration across GPU clouds, Kubernetes, and on-prem clusters.
Resolve TypeScript declaration entry files (.d.ts) for an import/dependency (oxc-resolver). 适用于“找接口/找类型定义/找声明文件(.d.ts) 入口”这类任务（尤其是 pnpm/monorepo）。
Separate expensive observation from cheap decision-making in autonomous agent loops using a two-clock architecture.
Orchestrate a parallel multi-agent build with mandatory cross-review across Claude and Codex. Splits a multi-component coding task into ~equal Claude and Codex subtasks, runs them…
Language-agnostic strategy for testing code at the boundary with external infrastructure (databases, APIs, queues): integration tests with real infrastructure (e.g.
Build, explore, and verify Verilog/SystemVerilog RTL. Use when the user wants to write an RTL module, understand or review existing Verilog, or verify a design against a Python…
Fast in-process analytical database for SQL queries on DataFrames, CSV, Parquet, JSON files, and more.
Use when running analytical SQL over Parquet/CSV/JSON without a warehouse, replacing pandas for data wrangling, joining S3 data in-place, building local data marts, or embedding…
DuckDB patterns for embedded OLAP analytics: in-process SQL on Parquet/CSV/JSON files, window functions, ASOF joins, dbt-duckdb integration, Dagster assets, Python/Node.js APIs,…
Free web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs`…
Two-party working posture — user as director, agent as executor. Every fork, tradeoff, and taste choice is surfaced via batched AskUserQuestion with structural framing, a…
Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script).
Dump Kurtosis state for debugging and sharing. Export enclave state including service logs, configurations, and file artifacts to a local directory.
Configure and collect crash dumps for modern .NET applications. USE FOR: enabling automatic crash dumps for CoreCLR or NativeAOT, capturing dumps from running .NET processes,…
Use `chromium --dump-dom` to inspect the fully rendered DOM after JavaScript execution. For debugging layout/scrolling issues and scraping dynamic pages.
Use when auditing slow page loads, heavy assets, or rendering delays related to Remove duplicate JavaScript libraries.
Detect duplicate definitions across repos: Drizzle table definitions, Kafka topic registrations, migration prefixes, and Python model names.
Keep repo-local agent context accurate after code and workflow changes. Use when docs/ai, AGENTS.md, runbooks, or context entrypoints have drifted from the codebase, after major…
Git-versioned memory stored in the Aikito workspace, separate from any Agent's built-in memory. Use to search, retrieve, or persist cross-project and project-scoped durable…
Automatically validates Cloudflare Durable Objects usage patterns, ensuring correct state management, hibernation, and strong consistency practices
Durable background job and task queue patterns for AI agent systems. BullMQ Redis-backed queues with concurrency + rate limiting, Inngest event-driven durable functions,…
Sultan'a ekibin ne durumda olduğunu SADE-TÜRKÇE söyle — kim çalışıyor, kim boşta, kim gizlice yön bekliyor. Ajan-jargonu YOK. USER-ONLY (Sultan/yönetici-eli).
DUS Mentörü — Furkan'ın DUS 2026 sınavı için Pinecone vektör veritabanı, Supabase soru bankası ve Gemini LLM entegrasyonlu akıllı tıp eğitimi asistanı.
Record-level CRUD and bulk operations via the Python SDK — create, update, delete, upsert, CSV import, multi-table foreign-key loads, AI-generated sample data.
Dataverse schema authoring via the Python SDK and Web API — tables, columns, relationships, forms, and views.
Bulk reads, multi-page iteration, and analytics over Dataverse data via the Python SDK and Web API. Use when the user wants to read, list, filter, aggregate, group, join, or…
Dataverse solution lifecycle — create, export, import, promote across environments, and validate deployments.
Author and edit dvt dashboard specs (JSON). Use when a user wants to create, modify, or theme a dvt dashboard, or convert a question/data into a dashboard.
DWARF debug format skill for understanding debug information. Use when inspecting DWARF sections with dwarfdump, working with split DWARF (.dwo files), setting up debuginfod for…
【dwy·技术架构】产品 0 到 1 设计与架构阶段。触发场景：用户说『设计架构 / 出技术方案 / 设计库表 / 定接口契约 / 技术架构 / architecture』，要在开发前定下技术架构、数据库设计和接口契约时。按四层架构（Assembly/Features/BizFoundation/Foundation）+…
Docker 工程规范检查与镜像版本管理。触发场景：用户编辑/新建/粘贴 Dockerfile / docker-compose / k8s manifest / .github workflow / .gitlab-ci / .dockerignore / dev.sh 时；用户口头提到 docker / 容器 / compose / 镜像版本 /…
dwyeapi FastAPI 后端基础设施使用指南。涉及以下任何主题，**必须**使用此 skill（即使用户没有明确说 'dwyeapi' / 'eapi'）：FastAPI 项目搭建 / Pydantic Settings 配置 / 异步 SQLAlchemy / Redis 缓存 / JWT 认证 / bcrypt 密码哈希 /…
调用 dwy create CLI 生成全栈 Vue 3 + FastAPI monorepo 骨架，并完成 post-create 安装 + health check 编排。触发条件：用户说'创建新项目'、'搭骨架'、'新建全栈项目'、'fullstack monorepo'、'全栈脚手架'、'scaffold'、'开新项目'时。
GitHub Actions 打包分发避坑指南。先判断场景，再读取对应配置。场景 1：Python 含 C 扩展 / Cython / .so 的跨平台 wheel，用 cibuildwheel 构建并通过 PyPI Trusted Publisher(OIDC) 发布。场景 2：Electron 桌面应用多平台打包分发，用…
【dwy·TDD开发】产品 0 到 1 开发阶段。触发场景：用户说『开始开发 / 写代码 / TDD 开发 / 按任务开发 / 实现功能 / tdd』，要按模块循环 RED→GREEN→REFACTOR 开发并自动推进时。单元测试归此阶段。
Use when evaluating, designing, or debugging developer experience for APIs, SDKs, CLIs, docs, examples, setup, errors, local dev, build/test workflows, migrations, package…
when user asking mysql pipe to remote host, or pipe to a remote host, then use dx command to open a tunnel.
Use when you need to run a binary, trace execution, or observe runtime behavior. Runtime analysis via QEMU emulation, GDB debugging, and Frida hooking - syscall tracing ( — from…
Discover, parse, and call external HTTP APIs at runtime using OpenAPI specs, tool templates, and iterative chaining.
Interactive debugging via DAP-MCP for multiple languages with natural language commands — from rysweet/amplihack
Interactive debugging via DAP-MCP for multiple languages with natural language commands — from engineering/engineering-misc
Why and how to use dynamic imports in LivestockAI server functions for Cloudflare Workers compatibility
Dynamic linking skill for Linux/ELF shared libraries. Use when debugging library loading failures, configuring RPATH vs RUNPATH, understanding soname versioning, using…
RFC-27 compliant runtime log level control for Java services. Covers proper log level usage, enabling dynamic log levels in estate-catalog, and changing levels via Developer…
Create a dashboard panel component with advanced dynamic content updates and robust error handling, including retry logic and state management, using vanilla TypeScript DOM API.
Use when implementing flexible content schemas using EF Core JSON columns, `OwnsOne().ToJson()` patterns, or designing dynamic field storage that avoids migrations.
Auto-detects the current project's technology stack and hot-loads context-appropriate skills at session start using Claude Code's SessionStart hook with reloadSkills: true.