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Companion repository for “In-Context Learning for Robots: Methods and Applications” — methods, datasets, and benchmarks organized by taxonomy and release date.

  • awesome-list
  • embodied-ai
  • imitation-learning
  • in-context-learning

CRAB (Clean Rebuild of Anything's Behavior): rebuild software from behavior, not source code. An MCP-powered toolkit for black-box observation, clean-room reimplementation, and behavioral verification.

  • clean-room-reimplementation
  • ai-agents
  • behavioral-testing
  • black-box-testing

PocketStrike is a privacy-first mobile AI workstation. It combines zero-cloud native on-device GGUF inference (ARM NEON accelerated) │ with frontier cloud LLMs, multi-step ReAct agent tools, Model Context Protocol (MCP) servers, self-evolving cross-session memory, and FLUX neural image │ generation.

A highly customizable test library for Lua that allows declarative tests with nested contexts.

:non-potable_water: Is a lightweight HTTP router that sticks to the std "net/http" implementation

  • http-router
  • native-http
  • context

Codex plugin for OpenPencil — an interactive Rust/WASM canvas for AI-assisted UI design. Create editable .op files from prompts, refine selected elements, generate image assets, and install with one prompt on macOS, Windows, and Linux.

TranslatedSay "¥35, not spicy, no ice" → one answer + a copyable order card. Official calculate-price only. Zero-dependency MCP skill. McDonald's ordering Skill.

TranslatedUses McDonald's official MCP to work out once a day "the cheapest way to buy today": three cards on the first screen, one-click coupon claiming, an ordering flow, and price comparison of its own ways of buying. An entry for the McDonald's Programmers' Day creative development contest.

Save up to 30% of your AI coding tokens. Scubiee turns any codebase into searchable context for your AI coding agent. A local context engine for Cursor, Claude Code, Copilot, Codex, and more: semantic search, code relationships, live sync, MCP integration, and code that never leaves your machine.

xlog is a logger for net/context aware HTTP applications

Elixir testing libraries with nested contexts, superior readability, and ease of use

TranslatedSee which McDonald's benefits are about to expire, which are worth using, and which are not worth spending money on just because they are expiring. A WorkBuddy Skill built on the official McDonald's MCP: read-only queries of coupons and points, and, based on your budget, up to two meal plans priced through the official interface. McDonald's coupon & points expiry assistant — a WorkBuddy Skill on the official McDonald's MCP. Read-only queries, official price calculation, max 2 budget-friendly plans.