All Skills

Interactive agent picker for composing and dispatching parallel teams. Select agents by capability, assign tasks, and coordinate execution.

Bun as runtime, package manager, bundler, and test runner. When to choose Bun vs Node, migration notes, and Vercel deployment support.

Zero-dependency session-aware REPL: session branching, search, export, compaction, and metrics for interactive agent operation.

RFC-driven multi-agent DAG execution: quality gates, merge queues, work unit orchestration, and structured parallel development.

Engineering operating model for teams where AI agents generate a large share of implementation output. Role redefinition and workflow patterns.

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use. Legacy version superseded by v2 instinct system.

Interactive installer for agent harness configurations: guided skill and rule selection, merge/overwrite detection, path verification, and optimization.

Example project-specific skill template based on a real production application. Starting point for creating custom project skills.

Neural search via Exa MCP: web search, code examples, company intel, people lookup, and AI-powered deep research with semantic retrieval.

Next.js 16+ and Turbopack: incremental bundling, FS caching, dev speed improvements, and migration from webpack.

Multi-agent orchestration using dmux tmux pane manager: parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses.

Write-time code quality enforcement using Plankton: auto-formatting, linting, and Claude-powered fixes on every file edit via hooks.

Create animation-rich HTML presentations from scratch or by converting PowerPoint files. Visual exploration for non-designers.

PyTorch patterns: training pipelines, model architectures, data loading, mixed precision, distributed training, and reproducibility best practices.

Nuxt 4 app patterns: hydration safety, performance, route rules, lazy loading, and SSR-safe data fetching with useFetch and useAsyncData.

Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, and code examples.

Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. PDFs, DOCX, XLSX, PPTX, HTML, and images.

Translate visa application documents from images to English with bilingual PDF output containing original and translation side by side.

Compose Multiplatform and Jetpack Compose: state management, navigation, theming, performance, and platform-specific UI patterns.

Clean Architecture for Android and KMP: module structure, dependency rules, UseCases, Repositories, and data layer patterns.

C++ coding standards from C++ Core Guidelines: modern idioms, memory safety, RAII, smart pointers, const correctness, and template practices.

JetBrains Exposed ORM: DSL queries, DAO pattern, transactions, HikariCP pooling, Flyway migrations, and repository pattern.

Ktor server: routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing.

C++ testing with GoogleTest and CTest: test fixtures, parameterized tests, mocking with GMock, sanitizers, and CMake integration.