Enforce idiomatic Rust naming, import usage, and path clarity on changed code or whole-repo baseline audits when explicitly requested.
Rust patterns for CLI tools, backend services, and general application code. Use when working with Rust, Cargo workspaces, axum/tokio services, clap CLIs, async concurren — from…
Provides expert guidance on Rust programming, focusing on memory safety, concurrency patterns, and idiomatic architectural choices for systems software.
Implicit Rust Tauri v2 skill. Use for Tauri apps, Rust commands, invoke contracts, app state, plugins, capabilities and permissions, secure IPC, filesystem and shell access,…
Expert Tauri v2 developer for building desktop apps with Rust backend and web frontend. Activate on: Tauri app, Tauri v2, Rust desktop app, IPC commands, tauri::command,…
Use when structuring a Cargo workspace, wiring features, or building a Rust CI pipeline — fmt, clippy, cargo-deny, cargo-audit, nextest, doc-tests, coverage, MSRV.
Audit Rust trait bounds, generic constraints, and where clauses for simplification, idiomatic placement, and API clarity on changed code or whole-repo baseline audits when…
Use when working on pgtop's TUI components (ratatui widgets, layout, modal states), tokio async tasks (collectors, message passing through watch/mpsc channels), or tokio-postgres…
Implicit Rust TUI and Ratatui skill. Use for terminal UIs, ratatui widgets and layouts, crossterm or termion event loops, terminal rendering architecture, async input, app state…
Use when auditing Rust UB risks in unsafe, FFI, raw pointers, layout, or concurrency. Triggers:
Rust unsafe code skill for systems programming. Use when writing or reviewing unsafe Rust, understanding what operations require unsafe, implementing safe abstractions over unsafe…
L1 supplement - audits Rust-specific hazards: unsafe blocks, uninitialized memory, Send/Sync violations, panic safety in hot paths, drop order, FFI.
Use when auditing Rust unsafe blocks and FFI boundaries, invariants, tests, and tooling. Triggers:
Axum HTTP handlers, Serde serialization, async channels, iterator patterns, trait objects, configuration, and WebAssembly target for Rust web services.
Implicit Rust web service skill. Use for Axum, Tokio, Tower, Hyper, REST APIs, middleware/layers, request extractors, typed errors, tracing, config, graceful shutdown, SQLx,…
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.
CLI toolkit for SAM/BAM/CRAM: sort, index, convert, filter, QC alignments. Core commands: view, sort, index, flagstat, stats, depth, markdup, merge.
Author, compose, migrate, review, debug, or secure Sandwich Hime `.sando` templates and the Apache-licensed Sando runtime.
Inspect SAP Cloud Identity Services (IAS/IPS), BTP trust and federation configuration, XSUAA role collections, and identity provider settings using read-only list, get, describe,…
Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing.
IPython-style introspection for any Python package. `q(obj)` mirrors IPython's `obj?` (signature + type hints + docstring summary). `qq(obj)` mirrors `obj??` (full source).
Scrapy is a high-level Python framework for web crawling and structured data extraction. It is a strong fit for agent workflows that need repeatable scraping, asynchronous…
Blender-Python-Skripte fuer prozedurale Modellierung, Animation, Stapeloperationen und Add-on-Entwicklung mit fortgeschrittenen bpy-API-Mustern schreiben.
Downloads and parses SEC EDGAR filings (10-K, 10-Q, 8-K) using the EDGAR full-text search API and python-xbrl.
Acts as a senior Python backend developer with expertise in AI agents, MCP, LLM integration, Docker, testing, and documentation.
Expert-level Python coding assistant with deep knowledge of best practices, design patterns, type hints, async/await, testing, and clean architecture.
A coding sensei in the Guy/Onizuka/Jiraiya tradition. Teaches by constraint, analogy, and refusal to spoon-feed.
Full Sentry SDK setup for PHP. Use when asked to "add Sentry to PHP", "install sentry/sentry", "setup Sentry in PHP", or configure error monitoring, tracing, profiling, logging,…
Full Sentry SDK setup for Python. Use when asked to "add Sentry to Python", "install sentry-sdk", "setup Sentry in Python", or configure error monitoring, tracing, profiling,…
Full Sentry SDK setup for Ruby. Use when asked to add Sentry to Ruby, install sentry-ruby, setup Sentry in Rails/Sinatra/Rack, or configure error monitoring, tracing, log — from…
Lead by serving using Greenleaf's 10 characteristics. Use when empowering teams, removing obstacles, or building trust-based leadership.
TypeScript strict mode configs, TS 5.x+ options (verbatimModuleSyntax, module preserve, moduleDetection force, configDir), path alias sync, specialized configs
Inspect signing, entitlements, hardened runtime, and Gatekeeper issues for macOS apps. Use when asked to diagnose code signing failures, missing entitlements, sandbox pro — from…
Инициализация сессии Кодо в проекте DSP-GPU. Читает CLAUDE.md / MASTER_INDEX / IN_PROGRESS / последнюю сессию, фиксирует правила работы (краткость, Python-скрипты для долгих…
Unified posting + analytics client for 6 platforms — `Twitter` (X), `LinkedIn`, `Reddit`, `Slack`, `YouTube`, `GoogleAnalytics`.
Maps consumer review sources to trust tiers and routes product categories to the sources worth searching.
Use when when you have raw LC-MS/MS data files in mzML, mzXML, or vendor-specific formats and need to load them into a Java-based mass spectrometry analysis framework for…
Use when you have raw or unprocessed MS/MS spectral data in standard metabolomics formats (MGF, mzML, mzXML, msp, or JSON) and need to import them into a Python-based workflow for…
Execute Python scripts from files for reliable spreadsheet operations, avoiding heredoc issues with shell_agent
Execute Python scripts with prerequisite data validation and fallback strategies for inaccessible sources
Execute Python scripts for spreadsheet operations with mandatory source data validation and fallback protocols
Execute Python scripts for spreadsheets with prerequisite data validation and source accessibility checks
Use direct Python execution for reliable document creation including spreadsheets, PDFs, and structured reports
Use direct Python execution for reliable spreadsheet and document/PDF generation operations — from HKUDS/OpenSpace
Use direct Python execution for reliable spreadsheet and document/PDF generation operations — from HKUDS/OpenSpace
Squint ClojureScript development — writing Squint code, compilation, REPL workflow, debugging, and tooling.
ใช้ skill นี้เมื่อต้องการเริ่มต้น Python project ใหม่ตามมาตรฐาน SSD — clone template, configure, และสร้าง bounded context แรก (entity, port, service, repository, migration,…
State machine and durable workflow patterns for AI agents. FSM-driven agent state, XState statecharts, Temporal durable execution, input validation at every transition, and…
Define short Python project commands in pyproject.toml so agents and maintainers can run the same test, lint, docs, and release tasks without hunting through shell notes.
Enforces TypeScript best practices when writing code. Automatically enables strict typing for TypeScript projects, prevents `any` usage, and recommends generic constraints.
Use whenever an analysis estimates the PRIMITIVES of an economic model rather than a reduced-form relationship — preferences/utility, costs, information/consideration, search, or…
Attribut-basierte DAL-Entities in Shopware 6 (6.6+): Entity-Definition via PHP-Attribute (#[Entity], Field-Attribute) statt klassischer EntityDefinition.
Warenkorb per App-Script manipulieren in Shopware 6: Cart-Facade (services.cart) im cart-Hook, Items/Preise/Rabatte hinzufügen ohne PHP-Processor.
Code-Style für Shopware-6-Plugins mit Easy Coding Standard (ECS) / PHP-CS-Fixer: Config, Shopware-Regelset, composer ecs / ecs-fix.
PHP-Migrationsmuster für Shopware-Plugins (6.6→6.7): geänderte Signaturen/Interfaces (z.B. neuer Payment-Handler), Constructor Property Promotion, Enums, entfernte/deprecierte…
SWC (Speedy Web Compiler) Rust-based JS/TS transforms. Programmatic transpilation, custom plugins via WASM, minification, module format conversion, and performance-sensitive parse…
SWC (Speedy Web Compiler) is a Rust-based JavaScript and TypeScript compiler that is 20x faster than Babel on a single thread and 70x faster on four cores.
Clojure coding standards from authoritative docs/explanation/software-engineering/programming-languages/clojure/ documentation
Go coding standards from authoritative docs/explanation/software-engineering/programming-languages/golang/ documentation
Review, refactor, or build SwiftUI features with correct state management, modern API usage, optimal view composition, navigation patterns, performance optimization, and testing…