Use this skill when the user asks how to install, add, remove, update, or run Python dependencies; choose between uv, Poetry, venv, or pip; create/sync a virtual environment; or…
Nutrient Java SDK — the `io.nutrient:nutrient-java-sdk` Maven Central artifact (formerly under `com.pspdfkit` coordinates) for server-side JVM PDF processing.
Nutrient Python SDK — the `nutrient-sdk` PyPI package for in-process server-side PDF and document processing in Python.
Packages and distributes Python libraries with modern `pyproject.toml`, wheels, source distributions, build backends, and PyPI publishing workflows.
Enforce strict line-by-line RPython/PyPy structural parity for changes in the majit/pyre codebase. Invoked via `/parity`, usually combined with a follow-up task (e.g.
Maintain the bundled TypeScript package docs that ship inside Phoenix npm packages. Use this skill whenever adding or updating docs for `@arizeai/phoenix-client`,…
This skill should be used when the user asks to "write php", "php 8", "composer", "phpunit", "pest", "phpstan", "psalm", "psr", or works with modern PHP language patterns and…
Use this skill when working with Specsnl PHP Docker images. It covers what the images are, their repository structure and variants, which PHP versions are maintained, and how to…
Use this skill when adopting PHP 8.3/8.4 features (property hooks, asymmetric visibility, typed constants,
ACTIVATE when refactoring PHP code. ACTIVATE for 'refactor', 'extract', 'redesign', 'simplify', or 'clean up' in a PHP/Symfony context.
Guidance for creating polyglot source files that compile and run correctly as both Rust and C or C++.
Python-based git worktree manager with 8 operations: list, create, remove, switch, update-all, prune, init, analyze.
Opt-in profile. Provisions the java-class-call-scanning bytecode call-graph analyzer (https://github.com/HaroldHormaechea/java-class-call-scanning) for use by the dev-team agents…
Opt-in profile. Opinionated Java database-access conventions — DTO projections over entity queries, bulk retrieval over iterative round-trips, parameterized queries only (never…
Assess the scientific integrity and trustworthiness of publications before relying on their findings.
Use this skill when building PHP applications without a framework — PSR standards, routing, middleware, database access, error handling, and security.
Python backend development guidelines based on the pylines project (community-of-python/pylines). Use this skill whenever writing, reviewing, or refactoring Python code —…
Automatically input Python code into any target window with realistic typing simulation, error correction, and customizable delays.
Review Python OpenInference instrumentation code for correctness and completeness. Use this skill when reviewing a Python instrumentor package — whether it's a new instrumentor, a…
This skill should be used when the user asks to "write Python code", "add Python code standards", "review Python code", "fix Python style", "refactor Python", "run Python checks",…
This skill should be used when the user asks to "create a plot", "make a chart", "visualize data", "create a heatmap", "make a scatter plot", "plot time series", "create…
Python backend development guidelines based on the pylines project (community-of-python/pylines). Use this skill whenever writing, reviewing, or refactoring Python code — — from…
Memory-safe Python script patterns for long-running processes under systemd MemoryMax constraints. Covers allocator purge (mimalloc/glibc malloc_trim), HTTP response lifecycle,…
Use when when you have completed spectral data preprocessing in Jupyter notebooks and generated a specXplore session data object saved to disk, use this skill to restore that…
Review Python code for security weaknesses using the KISA "Python 시큐어코딩 가이드 (2023)". Use this skill WHENEVER reviewing, auditing, or writing Python code that touches untrusted…
Check type completeness and unused imports deterministically, with structural refactoring applied automatically.
Use when you have raw mass spectrometry spectral data in common formats (MGF, MSP, mzML, mzXML, JSON) that requires standardized metadata cleaning, validation, and peak filtering…
This skill should be used when the user asks about "Ruby basics", "blocks", "procs", "lambdas", "enumerables", "iterators", "pattern matching", "error handling", "exceptions",…
Always load $dev first; this pack is deltas only. Language-runtime adapter loaded by $dev — not the Build entry.
This skill should be used when the user asks about "Ruby standard library", "stdlib", "FileUtils", "JSON", "CSV", "YAML", "Net::HTTP", "URI", "OpenStruct", "Struct", "Set",…
Prepare Solana/Rust projects for a security audit — test coverage analysis, Rust doc-comment checks, code hygiene sweeps, dependency health verification, compute-unit optimization…
Build Rust Blockchain expertise for blockchain and Web3 development. Use when developing smart contracts, building DeFi protocols, or creating decentralized applications.
Explain ownership and borrow violations with memory diagrams and safety invariant analysis. Use this skill whenever the user mentions borrow checker, ownership, rust lifetime…
Use when you have obtained a Rust source repository (e.g., mzpeak_prototyping) and need to compile it into a working command-line converter tool or library.
This skill should be used when the user asks to "write Rust", "debug Rust", "review Rust", "fix Cargo", "work on a Rust MCP server", "improve a Rust crate", or needs help with…
Use this skill aggressively any time the work involves Rust code that touches GPU compute — including ferrotorch (and ferrotorch-* crates), burn, candle, wgpu-rs, cubecl, cudarc,…
Design explicit lifetime relationships and elision rules for complex ownership trees. Use this skill whenever the user mentions lifetime annotation, elision, lifetime bound,…
scala-pro workflow skill. Use this skill when the user needs Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing.
This skill should be used when the user asks about "rust workspace", "rust best practices", "cargo workspace setup", "rust code organization", "rust dependency management", "rust…
This skill should be used when the user works with "Entry facade", "query builder", "Statamic events", "query scope", "view model", "computed values", "PHP API", "Entry::query",…
Use Storyblok’s Management API and JavaScript client to automate stories, components, assets, spaces, and editorial workflows in a headless CMS stack.
Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says "extract", " — from…
This plugin auto-configures a "braintrust" MCP server. If you can't see it or reach it, activate this skill
Run Custom Scoring Evals + Session Tracing against a deployed agent to surface drift (factuality regressions, hallucinations, grounding leaks).
trust-tax-planning-advisor — 遗嘱形式审查/家族信托架构/税务筹划。适用情形：用户说"trust-tax-planning-advisor"...
This skill should be used when reviewing TypeScript code for anti-patterns, when code contains unsafe practices, when identifying common TypeScript mistakes, when auditing…
This skill should be used when writing API endpoints, handling external data, validating HTTP requests or responses, parsing user input, working with environment variables,…
This skill should be used when implementing error handling in TypeScript, when asked about try/catch patterns, Result types, error-as-value patterns, neverthrow or errore…
Use this skill when building MCP (Model Context Protocol) servers with TypeScript on Cloudflare Workers.
Use when writing or reviewing TypeScript code. Enforces strict mode standards, explicit typing, and best practices.
This skill should be used when configuring TypeScript projects, creating or reviewing tsconfig.json, enabling strict mode, asking what TypeScript compiler flags do, setting up a…
This skill should be used when writing TypeScript types, working with union types, implementing type guards or type predicates, using the satisfies operator, handling unknown or…
Verify raw pointer arithmetic and safety invariants, rating unsafe blocks as sound or unsound. Use this skill whenever the user mentions unsafe rust, raw pointer, soundness,…
This skill should be used when the user works on any .ex or .exs file, mentions Elixir/Phoenix/Ecto/OTP, the project has a mix.exs, or asks "which skill should I use", "new to…
Use this skill for Laravel Wayfinder which auto-generates typed functions for Laravel controllers and routes.
Wires per-language toolchains into the house-standard mise task graph — one muscle-memory verb contract for every repo (setup/i, fmt/f, fmt:check, fmt:staged, lint/l, test/t,…
Use this skill when the user says 'Zend', 'Laminas', 'Zend Framework', 'Laminas MVC', 'laminas-servicemanager', 'laminas-db', 'laminas-form', 'laminas-inputfilter',…
Get best practices for C# async programming
Get best practices for NUnit unit testing, including data-driven tests
Get best practices for TUnit unit testing, including data-driven tests