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Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for LLM and agent workflows.
Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
Production-grade Rust-native trading engine with deterministic event-driven architecture
A Rust port of NVIDIA's SMLib B-rep kernel (CAD subset): safe, deterministic, wasm-compatible
The first open-source harness builder for AI coding. Make AI coding deterministic and repeatable.
The Deterministic Foundation for your SDLC
The Git client that actually resolves conflicts: 8 deterministic patterns auto-resolve the ones that were never decisions, full trace on the rest. Native (Tauri 2 + Rust), free, MIT.
Generative art skill for Claude Code — deterministic, hash-seeded, onchain-ready
An autonomous AI scientist: a multi-agent loop over literature, experiments, self-critique and write-up, with deterministic guards against reward-hacking and hallucination.
Marionette is a deterministic simulation testing (DST) library for Zig.
Simple, expected, and deterministic best-match sorting of an array in JavaScript
Modular TypeScript SDK for the ADAMANT blockchain and deterministic wallet helpers
Devopness: AI DevOps on your cloud. Deploy apps, infra and CI/CD. Any cloud and any stack, one MCP. Deterministic API, opinionated and fully configurable. No cloud credentials in AI chats. Free plan.
The Arazzo Specification - A Tapestry for Deterministic API Workflows
Hardhat plugin to deploy your smart contracts across multiple EVM chains with the same deterministic address.
Reliable agentic development combining low-code and AI. Built with Python. Create your UML models or describe your app. All in the browser. Generate FastAPI, React, Django, Spring Boot, Flutter, SQL and more with a combination of deterministic code-generators and LLMs to fill the gaps
Xplace 3.0: An Extremely Fast, Extensible and Deterministic Placement Framework with Detailed-Routability and Timing Optimization
CometBFT: A distributed, Byzantine fault-tolerant, deterministic state machine replication engine. A fork and successor to Tendermint Core.
Durable & Deterministic Workflow Engine
Deterministic testing tools for MCP servers
Production-ready modular Unity framework: UE-inspired Gameplay Ability System, zero-GC core, HybridCLR hot-update, Luban config pipeline, data-driven build & atlas workflows. DI-friendly, deterministic, cross-platform, CI-ready. 生产级模块化 Unity 框架：类虚幻引擎 GAS 玩法能力系统 · 零 GC 核心 · HybridCLR 热更新 · Luban 配置管线 · 数据驱动构建与图集工作流。DI 友好 · 确定性构建 · 跨平台 · CI 就绪。
DeTerministic Virtual Machine
FACT – Fast Augmented Context Tools: FACT is a lean retrieval pattern that skips vector search. We cache every static token inside Claude Sonnet‑4 and fetch live facts only through authenticated tools hosted on Arcade.dev. The result is deterministic answers, fresh data, and sub‑100 ms latency.
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
A deterministic genomics engine with a compact memory footprint. Run whole-genome workloads in as little as 100 MB RAM. Built in Rust.
A visual-regression studio for Expo / React Native UI components: deterministic examples generate Storybook stories and Chromatic baselines, one component tree renders on iOS, Android, and Web. Not a component library.
Give your AI assistant eyes and hands in the Godot editor: scene editing, input injection, deterministic playtesting, and live game state for agents
Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection against context rot, deterministic completion gate. Manus-style. Install from npm, the Claude Code plugin marketplace, or npx skills. Codex, Cursor, OpenCode, 60+ agents.
Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration