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The deterministic agent-integrity gate. One ruleset, evaluated on the actual diff/commands as a verdict, enforced everywhere a change can be made.
Multi-language SDK for LSH signature generation for AI prompt similarity detection
OmniHarness — local-first agent orchestration harness for OmniRoute.
A **grill** is a structured interrogation. An agent questions a human about a plan in rounds, the human answers on a visual board, the agent reads the answers and fires the next round. Grill Board runs many grills at once, stores everything in a local SQL
Auditable context-compression runtime for DeepSeek Harness
Socratic AI Terminal Coding Assistant & Multi-Agent Orchestrator
One-command CampfireSMS installer for local agent clients and open-harness mailbox handoff
Native Headless & Visible Web Browser Automation Agent for DeepSeek Harness (dsh)
Persistent Knowledge Graph & Long-Term Memory Plugin for DeepSeek Harness (dsh)
Vercel AI SDK adapter for the GraphMind live agent debugger: wrap models and tools to stream execution events and honour pause / step / inject / retry / abort gates.
Local-first AI workforce operating system for your machine. Hire crew, assign missions, and supervise from the CLI or a local dashboard while models run on this computer — thinking, tool calls, and an audit trail, on loopback.
Multi-region payment gateway abstraction for NyalaJS — Stripe, Chapa, Paystack, Flutterwave, Mollie, Razorpay, Xendit behind one provider-agnostic PaymentGateway interface, with normalized webhook verification and hosted checkout.
Async FortiOS REST API client for Home Assistant
Fast ONNX-based text, image, and sparse embeddings for Python. 5-8x faster than fastembed.
Consumer for image generation in the DeepSeek Harness: the tool the model sees, the route gate, batch admission, and the replayable projection
Token-aware text chunking for RAG pipelines — configurable overlap, sentence/paragraph-boundary awareness, and a pluggable tokenizer.
⚡ Real-time local token usage dashboard & context window monitor for Codex (Zero Dependencies)
Local intelligent router that classifies AI coding tasks with Ollama and routes them to the best external coding agent, model, and effort level.
A TypeScript MLX SDK over Apple's mlx-c via FFI — Bun, Deno and Node. Apple Silicon only.
Unstyled React behaviour primitives — render engine, controlled/uncontrolled state, and data-* state projection. Ships no CSS and no class names.
Shared frontend library for telehealth patient portals (api client, stores, headless flows).
Shadcn registry for AI tutor and learning components. Install with npx shadcn@latest add @beadkit/quiz. Docs: https://beadkit.dev/llms.txt
A provider-neutral engine for building inspectable, extensible agentic products.
Framework-neutral browser client and UI for contextual in-app AI assistants
GGUF runtime, model manager & OpenAI server utilizing device resources for Android Termux & ARM64
Framework-free runtime, message, transport, adapter, tool, and generative-UI contracts for Grassroot's AI Assistant tranche.
Nimbus first-party MCP connectors, runnable standalone by any MCP client.