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SkillsMP has collected 309 skills from tangledgroup/tangled-skills. Open a skill to review its source and details.
tangledgroup/tangled-skillsShowing 40 of 309 collected skills.
Build a Lisp interpreter in C from scratch, covering S-expression parsing, manual memory management, hash-table environments, eval-apply cycle, and REPL. Two approaches: string-only atoms (LIPS) vs typed union AST nodes. Use when building interpreters in C,…
Build a minimal Lisp interpreter in Python covering the eval-apply cycle, recursive descent parsing, lexical scoping, closures, special forms, and a REPL. Includes extension patterns for macros, continuations, and tail-call optimization. Use when building…
C/C++ LLM inference library with GGUF support, quantization, GPU acceleration (CUDA/Metal/HIP/Vulkan/SYCL), OpenAI-compatible server, and speculative decoding. Use when building local LLM inference applications, deploying models on edge devices, creating…
Complete toolkit for Lodash 4.18 utility library providing 300+ helper functions for arrays, collections, objects, strings, numbers, dates, and functions. Use when building JavaScript applications requiring robust data manipulation, functional programming…
AI observability platform built on OpenTelemetry by the Pydantic team. Native SDKs for Python, JavaScript/TypeScript, and Rust. Use when instrumenting applications with distributed tracing, metrics, and logs; configuring auto-instrumentation for FastAPI,…
Lightweight embeddable scripting language with a small C footprint, dynamic typing via tables, coroutines, and a powerful C API for embedding. Use when writing Lua scripts, embedding Lua in C/C++ applications, creating DSLs or configuration languages,…
Comprehensive toolkit for Matplotlib 3.10.9, the Python plotting library for static, animated, and interactive visualizations. Use when generating plots (line, scatter, bar, histogram, contour, 3D), customizing figures/axes/colors/text, managing backends and…
Model Context Protocol (MCP) 2025-11-25 specification covering client-host-server architecture, JSON-RPC messaging, tools, resources, prompts, sampling, elicitation, and transports. Use when building MCP clients or servers, implementing LLM tool integrations,…
Self-improving memory layer for LLM agents (Mem0 v2.0.1) enabling persistent context across sessions with single-pass ADD-only extraction, multi-signal hybrid search (semantic + BM25 + entity linking), and support for both managed platform and open-source…
Local AI memory system that mines projects and conversations into a searchable index using ChromaDB for vector search and SQLite for knowledge graph storage. No API keys or cloud dependencies required. Use when building AI agents requiring persistent memory,…
Complete toolkit for Mermaid 11.15.0 providing 29 diagram types including flowcharts, sequence diagrams, Gantt charts, class diagrams, state diagrams, ER diagrams, C4 diagrams, mindmaps, git graphs, pie charts, and more. Supports frontmatter configuration,…
Lightweight Mermaid diagram syntax validator using the official mermaid parser with jsdom. Validates diagrams in markdown files, standalone .mmd files, directories, and stdin with JSON output support. Use when checking Mermaid diagram syntax for correctness…
Stack-based bytecode VM and dynamically typed scripting language, primarily as a compilation target for Haxe. Provides C FFI, embeddable VM, and standalone executable generation. Deprecated since 2021-09-09, maintained for Haxe compatibility only. Use when…
Python package for creating, manipulating, and studying complex networks. Supports graph generation, algorithms (centrality, community detection, shortest paths, flow), linear algebra representations, multiple file formats, and visualization. Use when…
NetworkX-compatible interface for external memory MultiDiGraphs persisted in databases (SQLite, PostgreSQL, MySQL, MongoDB, Neo4J). Use when working with Terabyte-Petabyte graphs that won't fit into RAM, needing multi-edge support with key/label-based edge…
Build production-ready React applications with Next.js 16.2.4, providing App Router and Pages Router, server/client components, routing, data fetching, caching, API routes, and deployment. Use when creating modern web applications requiring SSR/SSG/ISR,…
High-performance HTTP server, reverse proxy, and load balancer supporting HTTP/HTTPS proxying, SSL/TLS termination, caching, rate limiting, WebSocket, and access control. Use when configuring Nginx as web server or reverse proxy, setting up load balancing,…
Complete toolkit for Natural Language Processing with NLTK 3.9.4, covering tokenization, stemming, lemmatization, POS tagging, parsing, WordNet integration, corpus access, and text classification. Use when building Python programs that work with human…
Complete Node.js 24.14 runtime toolkit covering core modules, async programming, HTTP servers, file system operations, streams, cryptography, process management, and ES modules. Use when building server-side JavaScript applications, CLI tools, microservices,…
Python compiler that translates Python code to C and native executables. Use when compiling Python applications for distribution, creating extension modules, optimizing performance, or building standalone binaries across Windows, Linux, macOS, and FreeBSD.
JIT compiler for Python that translates numerical code into optimized machine code using LLVM. Supports @jit, @njit, @vectorize, @guvectorize, and @jitclass decorators with CPU parallelization, SIMD vectorization, and CUDA GPU targets. Use when accelerating…
A JavaScript library for formatting and manipulating numbers. Use when formatting currency, percentages, bytes, time durations, ordinals, exponential notation, or abbreviations in browser or Node.js applications.
Ultra-fast mixed-precision vector similarity and distance library with 2000+ SIMD kernels across x86, ARM, RISC-V. Supports Float64 through packed bits (1-bit) with automatic precision widening and zero hidden allocations. Use when computing vector distances,…
Fundamental package for scientific computing with Python, providing n-dimensional arrays, mathematical functions, random number generators, linear algebra, and Fourier transforms with modern Python typing and Array API standard compatibility. Use when…
Ultra-lightweight semantic UI component library (~8KB CSS + JS, zero dependencies) that styles HTML elements by default without classes. Provides 27 components including buttons, forms, cards, dialogs, tabs, dropdowns, toasts, tooltips, grids, and sidebar…
Lightweight headless browser engine written in Rust for web scraping and AI agent automation. Runs JavaScript via V8, supports Chrome DevTools Protocol (CDP), and acts as a drop-in replacement for headless Chrome with Puppeteer and Playwright. Use when…
Python SDK for OpenAI API v2.33 providing type-safe access to Responses API, Chat Completions, embeddings, audio transcription/synthesis, image generation, assistants, fine-tuning, and batch operations with sync/async clients. Use when building Python…
Complete toolkit for OpenAI Python SDK 2.38.0 providing typed sync/async clients for the Responses API, Chat Completions API, Realtime API, multimodal (audio/image/video), and Azure OpenAI. Use when building Python applications that call OpenAI models, stream…
Complete toolkit for openpyxl 3.1.3 providing Excel xlsx/xlsm/xltx/xltm file creation, reading, writing, styling, charts, conditional formatting, data validation, tables, filters, and Pandas integration. Use when building Python programs that need to…
Complete OpenTelemetry 1.56.0 specification toolkit for implementing distributed tracing, metrics collection, and logging across polyglot applications. Use when instrumenting services with OTel SDKs, configuring OTLP exporters, implementing sampling…
Vendor-agnostic telemetry collector for OpenTelemetry providing configurable pipelines for traces, metrics, and logs. Supports agent/gateway patterns, OpAMP fleet management, and custom distributions. Use when deploying observability infrastructure,…
OpenTelemetry Python toolkit for distributed tracing, metrics collection, and log management with OTLP exporters, automatic instrumentation, custom sampling, and context propagation. Use when instrumenting Python applications for observability, configuring…
Operational Transformation theory and practice for consistency in real-time collaborative editing. Covers transformation functions, consistency models, system architectures, control algorithms, timestamp schemes, and OT vs CRDT comparison. Use when building…
Inspect, download, and extract npm packages without installing them first using pacote 21.5 via npx. Supports registry packages, git repositories, local files, directories, and remote tarballs for package inspection, dependency analysis, manifest retrieval,…
Complete toolkit for pandas 3.0.3 providing DataFrame and Series data structures, tabular data manipulation, groupby aggregations, merging/joining, reshaping, time series analysis, I/O for CSV/JSON/Parquet/Excel/SQL/Iceberg, PyArrow integration, Copy-on-Write…
Universal document converter supporting 50+ input formats (Markdown, HTML, LaTeX, docx, EPUB, Org, RST, AsciiDoc) and 60+ output formats including PDF. Provides metadata blocks, citations, math rendering, templates, Lua filters, and custom readers/writers.…
Complete toolkit for Paramiko 4.0.0, a pure-Python SSHv2 protocol implementation providing both client and server functionality. Use when building Python applications that require SSH connections, remote command execution, SFTP file transfers, SSH…
Complete toolkit for Apache Parquet 2.2.0 columnar storage format covering physical and logical types, schema definition via Thrift (parquet.thrift), encodings (PLAIN, RLE, Dictionary, Delta Binary Packed, Delta Length Byte Array, Delta String, Byte Stream…
Payload CMS headless CMS toolkit including collections, fields, access control, authentication, custom components, plugin API, and Local API operations. Use when building content management systems, creating admin interfaces, implementing role-based access…
Minimal Payload CMS 3.84.1 starter template providing a clean foundation for building custom headless CMS applications with Next.js App Router, MongoDB, and Lexical editor. Use when starting new Payload projects from scratch, needing a minimal configuration…