BijectiveLabs / trading-research-agents
Autonomous trading agents with deterministic execution. The agents propose; the system decides.
BijectiveLabs / trading-research-agents
Wholiver / metis-reverse
High-Fidelity AI-Assisted Deterministic Reverse Engineering FastMCP Server
FirmwareVersion / choravox
Offline multi-speaker meeting-speech toolkit: planted-ground-truth synthetic meeting factory, VAD, speaker embeddings, diarization (AHC/spectral/VB-HMM), overlap detection, CTC speaker-attributed ASR, cpWER/DER/JER evaluation, online streaming mode, deterministic reports. NumPy core, CPU-only torch extra.
Graphify-Labs / graphify
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.
alibaba / open-code-review
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.
nautechsystems / nautilus_trader
Production-grade Rust-native trading engine with deterministic event-driven architecture
OthmanAdi / planning-with-files
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.
coleam00 / Archon
The first open-source harness builder for AI coding. Make AI coding deterministic and repeatable.
AgriciDaniel / claude-ads
Claude-first paid-media operations skill for Claude Code across 12 ad platforms (Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, X): source-grounded audits, deterministic findings and evidence coverage, versioned JSON reports, and capability-gated account changes.
flox / flox
The Deterministic Foundation for your SDLC
wasmi-labs / wasmi
WebAssembly (Wasm) Interpreter - An efficient, lightweight, and deterministic WebAssembly interpreter for embedded systems and plug-in runtimes.
OpenAdaptAI / OpenAdapt
For EHRs, payer portals, and any app your team clicks through. A person or an agent shows the task; OpenAdapt turns it into a local program that repeats the steps with no model calls, checks each save, and stops when something doesn't match.
microsoft / coyote
Coyote is a library and tool for testing concurrent C# code and deterministically reproducing bugs.
archestra-ai / OpenAPPA
Deterministic guardrails that don't break agents
copper-project / copper-rs
Copper is an operating system for robots - build, run, and replay your entire robot deterministically.
facebookexperimental / hermit
Hermit launches linux x86_64 programs in a special, hermetically isolated sandbox to control their execution. Hermit translates normal, nondeterministic behavior, into deterministic, repeatable behavior. This can be used for various applications, including replay-debugging, reproducible artifacts, chaos mode concurrency testing and bug analysis.
dnaeon / go-vcr
Record and replay your HTTP interactions for fast, deterministic and accurate tests
ThousandBirdsInc / chidori
The agent framework where every run is durable, replayable, and resumable by default.
sipyourdrink-ltd / bernstein
The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run
2akouwu / reverify
Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.
skymanbp / autoshade
AI-assisted RAW photo developer: GPT vision advisor proposes an EditRecipe, a deterministic Rust engine renders it — Lightroom-compatible XMP sidecars, 24 RAW formats + baked images, measured (not guessed) Lightroom mask geometry, local GUI/web UI, AI denoise & segmentation sidecars
Sollimann / bonsai
Rust implementation of behavior trees for deterministic AI (now with Python bindings)
alexgreensh / anidoodle
Art and animation, written as code. Illustrations, loops, interactive web art, launch-videos and scored films in dozens of styles, identical on every render.
20000419 / fauxnix
Run Linux-style commands on Windows via deterministic bash→PowerShell translation. No VM, no WSL. MCP server + CLI built for AI agents (Claude Code, Codex, OpenCode...). GNU-style output, bash-style errors, UTF-8/GBK handled.
disler / super-simple-software-factory
Repeatable agents-plus-code workflows, packaged as one skill, stamped into any repo. Deterministic Python owns the graph; coding agents are bounded nodes inside it.
cometbft / cometbft
CometBFT: A distributed, Byzantine fault-tolerant, deterministic state machine replication engine. A fork and successor to Tendermint Core.
karanb192 / itr-wala
File your Indian income tax return (ITR) from your terminal. Deterministic tax engine, both regimes, AY 2026-27. Claude Code / Codex / Gemini skill.
asamassekou10 / ship-safe
The independent security agent for AI-written software. Finds issues, investigates whether they are real, and shows you the evidence. Deterministic core, no API key needed, JSON and SARIF output.
tigerless-labs / seo-ops
SEO foundation checks as an Agent Skill: give it a URL, get a crawler's-eye pass/fail report with evidence. 26 structural checks, zero LLM, deterministic.
hujjun / mcd-saver-strategist
麦当劳省钱点餐助手（麦门精算师）｜麦当劳优惠券组合优化 Skill：拉取麦当劳菜单与全部可用优惠券，算出最省的点餐组合，巨无霸套餐 ¥47 → ¥21.9（省 53%）。McDonalds MCP（麦当劳 MCP）coupon optimizer · McDonalds China MCP Server · Agent Skill for WorkBuddy · 麦当劳程序员创意开发大赛参赛作品
MaiKuraki / UnityStarter
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。
obeli-sk / obelisk
Durable & Deterministic Workflow Engine
opencoredev / social-sdk
Typed TypeScript SDK for direct and managed social platform integrations, with capability checks, explicit outcomes, and deterministic testing.
fangvv / UAV-DDPG
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
scanaislop / aislop
Catch and fix the code-quality issues AI coding agents leave behind - dead code, unsafe casts, swallowed errors, duplication, security risks, and more. 50+ deterministic rules across 10 language targets, with CLI, CI, and GitHub Actions. No LLM at runtime. MIT.
i2cjak / Backplane
Agentic hardware development with lawful, deterministic KiCad/STEP viewers, written in Bend
samvallad33 / vestige
Think before doing, prove before saving. Vestige is a local, deterministic safety kernel for AI agents. Every memory write and agent action is recorded in Strata, an append-only log, so you can see exactly what your agent did and why.
manojmallick / sigmap
~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server
Aletheore / Aletheore
Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that posts PR diffs.
eyalgolan / statecraft-israel
A Civilization-style strategy game about governing Israel from 15 May 1948. Real ministers, real map, every fact sourced. Unity + deterministic C# sim.
KimGLee / Cambium
Governance standard and reference toolset for LLM-maintained knowledge corpora
7onez / cti-expert
CTI Expert — Cyber Threat Intelligence & OSINT analysis skill for Claude Code / Codex. 120+ commands, 57 techniques, 79 typed MCP tools, deterministic case pipeline + ICD-203 reports. No API keys required for core.
rust-lang / rustc-hash
Custom hash algorithm used by rustc (plus hashmap/set aliases): fast, deterministic, not secure
edelstone / tints-and-shades
🌈 Deterministic tints and shades from a given hex color.
devopness / devopness
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.
coi / coi
A type-safe, component-based language for building reactive WASM web apps.
johnBuffer / VerletSFML-Multithread
Multithreaded deterministic minimalist Verlet solver
TheOrcDev / shadscan
Deterministic UI audits for shadcn apps, built for your terminal, your CI, and your AI agent.
xorq-labs / xorq
Deterministic computation ledger for agentic data work.
oxbshw / watch-skill
Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped evidence and proves work with deterministic contracts, not model opinion. DeepWatch is the agent workspace built on DeepSeek Harness. Python + npm, MCP, CLI, REST, Web.
grpcer / ownmem
Open-source, Git-native memory for AI coding agents — deterministic local recall for Claude Code, Codex, Cursor, Gemini CLI, and compatible tools.
0xethanq / astra-quant-agent
结合多大模型分析与确定性代码风控的自主量化交易系统 ｜ Autonomous crypto trading system with multi-LLM analysis, deterministic Python risk control & OKX execution.
carreypro / ict-trading-model
ICT and SMC market-structure validation skill with deterministic OHLCV scanning
Vistyy / nopus
Deterministic prose checks for clearer coding-agent responses
BYTEX-TRADE / bytex
Event-driven algorithmic trading engine for .NET. Write a strategy once and run it unchanged in backtest, paper and live trading, deterministic, with fixed-point money and adapters for Binance, Bybit, OKX, Kraken, Bitget, Gate, KuCoin and Hyperliquid.
elliotttate / DKC1Recomp
Static recompilation of Donkey Kong Country (SNES USA v1.0) with native widescreen presentation and deterministic debugging tools
GenshinmasterJinHang / Miku-Material-Converter-Blender-to-Unity-
Miku is an open-source material conversion pipeline that translates Blender 5.2 Shader Nodes into editable Unity 6 URP Shader Graph assets. Through its target-neutral MaterialIR 2.0 representation and deterministic .mikubundle workflow, Miku preserves material semantics, texture intent, and structured diagnostics across DCC and game-engine boundary
Quchaosheng / workbench-mobile-home-robot
Evidence-first runtime for a wheeled mobile household robot with bounded actions, replayable events, and fail-closed verification.
EGSECDA / vocaloid-style-mv-pipeline
Production pipeline and Claude Code skill for Vocaloid-style hand-drawn (手書き) lyric music videos: deterministic Canvas2D/WebGL2 animation engine, JIZURA lyric motion, AI illustration, Blender toon 3D, headless rendering to 16:9 and 9:16.
suncityldp / zx-bench
A reproducible local LLM benchmarking platform with versioned datasets, deterministic scoring, and auditable reports.