decionis / docker
Govern consequential AI agent actions in Docker with deterministic policy, human approval, and signed Decision Dossiers.
decionis / docker
Invaro / opentax-engine
The deterministic tax engine for AI agents. Highest score ever recorded on TaxCalcBench (96% exact returns)
Heyosseus / sloppy
Static analysis for the debt AI agents leave in PHP: 26 rules, Claude Code hooks, git-diff review, a Rector and Pint fix pass, Pest expectations, CI annotations and an MCP server. Deterministic, local, no LLM.
camilleroux / genart-skill
Generative art skill for Claude Code — deterministic, hash-seeded, onchain-ready
WayneChou-bot / WareTwin
Real-time 3D digital twin of an autonomous warehouse — 20 AMRs, deterministic simulation, explainable fleet scheduling, failure injection, VLM camera perception, AI Ops Copilot and what-if scenarios. React Three Fiber + FastAPI.
Worldbuilder013 / HEXIS
HEXIS. Compile SKILL.md into state machines: deterministic execution order via transition guards, LLM reasoning scoped inside states.
hastylmao / Hasty-CR
Deterministic Clash Royale simulator and a reinforcement-learning agent for 2.6 Hog Cycle. Integer-exact physics from client data, 1,600+ tests.
bgts-ai-org / bgts-context-engine
Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop.
krishagarwal314 / CodeJury
Terminal-first, knowledge-grounded multi-agent software delivery pipeline: scope requirements, implement changes, run tests, and gate pull requests with deterministic QA and ensemble code review.
Eason4real / releaseguard-ai
Auditable AI release intelligence agent with deterministic public demo replay.
tangency-labs / solidcore
A Rust port of NVIDIA's SMLib B-rep kernel (CAD subset): safe, deterministic, wasm-compatible
qkal / Canny
Stops AI coding agents from claiming work is done without evidence. Deterministic hooks decide, TypeSafe's Jev advises. Append-only ledger, zero runtime dependencies.
GGGODLIN / claude-pr-review
Multi-axis PR review orchestration for Claude Code — 5 independent review perspectives, symmetric cross-verification, deterministic coverage assertion
nwiizo / suiko
日本語文書の自然さと読みやすさを再現可能に診断するRust CLI / Deterministic diagnostics for natural and readable Japanese writing
DrDroidLab / open-index
Deterministic memory layer for your agents
mat-nolen / tldr-radio
Turn the daily TLDR newsletters into a podcast. Local, deterministic, no LLM.
Ali-Marandi / queuecraft-sim
Deterministic discrete-event queue simulator in JavaScript.
awss1i / assay
An agent-native QA CLI for web pages. Deterministic, no tests to write, no LLM.
123Cx330Yrx / riftcoach-agent
A quality-gated League of Legends post-game coaching agent built on deterministic match data, RAG, and LLM evaluation.
tntexploding / StruInfo
Self-hosted, traceable document-to-knowledge workspace with deterministic workflows, optional AI, search, RAG, and an editable knowledge graph.
Arthur19940725 / stock-analysis-skill
Source-backed stock research skill with deterministic scenario rating
2718labs / 2718lab-devkit
Deterministic project intelligence, durable workflow orchestration, and reusable MCP engineering tools for Codex.
phungkaizen / maintainer-autopilot
Local-first, resumable AI maintenance pipelines with single-writer safety and deterministic verification.
p0nymc1 / cee
Deterministic-first execution engine for agent workflows in Go: the LLM extracts at the edge, a deterministic state machine decides. Zero dependencies, no-code JSON plugins, replayable runs.
xuanheng-tech / context-loader
Deterministic, bounded local Git context as Markdown or JSON. Standard-library Python CLI.
balaurengine / balaur
A 2D & 3D node-based game engine, fully deterministic, with scripts that reload in milliseconds.
LuxAlgo / prop-firm-sim
Know your odds before you pay the fee: open-source Monte Carlo simulation of prop-firm challenges over each firm's exact ruleset. Pass probability, expected attempts and cost, EV, optimal risk sizing. Engine, CLI, and MCP server. Deterministic, zero telemetry. By LuxAlgo.
borjaperfra / beatdeck
Talks as beats, not slides: a fixed 1920×1080 React stage where one click is one beat. Offline, deterministic, presenter view, and a Claude Code skill.
Gesso-Build / skills
Deterministic design critique for HTML/CSS: 73 slop guards from the rules professional designers use in production-grade designs. Exact detectors, idempotent auto-fixes, the anti-slop skill, and the /gesso-critique command. By Gesso, the AI creative team for builders.
lamost423 / dsh-maze
DeepSeek Harness 的执行迷宫——看 Agent 真实怎么干活：迷宫时间轴 · 数据轨道 · 确定性执行分析 · 多会话对比 | The execution maze for DSH agents: maze timeline, per-step data tracks, deterministic execution analysis, multi-session comparison. Formerly dsh-trace-compare.
OpSafari / laborix
Autonomous experiment-pipeline orchestrator: versioned research-plan DSL with dependency DAGs, deterministic checkpoint/resumable executor, tamper-evident provenance ledger, UCB1/Thompson schedulers with measured regret against synthetic oracles, ablation bookkeeping, offline report synthesis. NumPy core, CPU-only torch extra.
hike-lab / public-data-lens
MCP-based discovery and judgment layer for Korea’s open data portal—helping AI agents find, compare, and assess datasets with explicit evidence, JSON-LD/DCAT metadata, and versioned deterministic rules.
Sega757 / meta-core
Deterministic telemetry & control plane for multi-agent AI systems. Atomic POSIX JSONL event bus, W3C/OpenTelemetry DAG reconstruction, and circular handoff guardrails.
fzakaria / rewindvm
Deterministic Linux VMs you can scrub, rewind and fork. Find and replay flaky builds and tests.
Sega757 / Chronos-V3-the-Architecture-of-Conjunctive-Transparency-C-T-
Bicameral deterministic AI runtime: Zero-hallucination System 1/2 reasoning engine with cryptographic audit trails (RFC 8785, Ed25519) and PoSP consensus arbitration.
brandynfisher / ToolReplay
Audit AI agent tool-call transcripts: hash-chain sealing, deterministic replay, and scope overreach checks. Dependency-free Python CLI.
chosuicide / beatscope
Local music analysis and deterministic video tooling for creators and coding agents.
kevmoo / analytica.dart
A deterministic, zero-token Cognitive Complexity calculation library, CLI tool, and GitHub Action for Dart and Flutter repositories.
datologyai / zephon
Fast, flexible, elastically deterministic data loading for foundation model training
imMamdouhaboammar / chatgpt-codex-plugin-autopilot
Self-hosting ChatGPT/Codex Plugin autopilot — copy-in, repo-owned. Converts agentic repos into validated, deterministically packaged Plugins.
siqiwang0712-commits / financial-risk-agent
Evidence-grounded financial risk analysis from corporate filings, combining constrained LLM interpretation, deterministic analytics, versioned rules, and auditable evidence trails.
hyperspaceai / jevcache
A decision cache for TypeSafe Jev-class models — memoize decisions so repeats are free, deterministic, and shareable. One 2 MB binary.
xiaotianfotos / HyperFrames-RenderKit
Experimental deterministic rendering toolkit for HyperFrames video delivery
tanantha444-collab / lune-egg-chase-deterministic-net
Type-Safe Multiplayer Egg Hunt Engine 2026: Crash-Safe Payments and Deterministic RNG
PerryLink / dsh-fund-research
Deterministic research reports for Chinese public mutual funds, as a DeepSeek Harness plugin: one fund code in, a versioned Markdown report out, with performance decomposition, holdings penetration, style attribution and explicit data-gap declarations. Metrics are computed in code, not by the model.
imrenagicom / adsctl
AI-agent-ready CLI for programmatic advertising. Manage Meta ad accounts, run deterministic monitoring, generate insights reports, and execute recoverable campaign launches via shell or AI agents.
NIMI-research / Tycho
ARC-AGI-3 Solver using Rendered Deterministic Moore Machines
dshbox / cordis-rs
A typed runtime for long-lived, plugin-oriented Rust applications — lifecycle, exact service placement, typed events, deterministic cleanup, scopes, and isolation.
ArchAstro / clapper
Write videos in React, render to MP4, review like a studio. Frame-deterministic runtime, offline audio synth, browser editor, review kit + lint.
liwushu128-debug / grade-images
Grade Image / Grade Images — deterministic, non-generative photo color grading and RAW development for Codex with strict structure, identity, and texture preservation.
zzl0720-2025 / cxxpilot-local
Local C++ performance testing and source-to-source optimization with deterministic rules, semantic checks, and paired benchmarking.
PerryLink / dsh-data-quality
DeepSeek Harness plugin: deterministic data profiling, cleaning, and verification (dsh-data-quality)
hal508986-crypto / pixel-Asset-converter
Deterministic SRPG map tile pixel-art compiler MVP
PolinniZhong / dsh-knit
面向 AI Coding Agent 的任务感知工作区上下文检索与生命周期追踪：按当前任务找到、组织并持续追踪最相关的文档、代码与媒体。纯本地、零模型调用、零网络。 Task-aware workspace context retrieval and lifecycle tracking for AI coding agents. Find, organize, and track the workspace context most relevant to the task at hand — locally, deterministically, zero model calls, zero network.
augety121 / MCP-State-Twin
用于可复现 AI Agent 评测的确定性、可分叉、有状态 MCP 测试世界——不对生产环境产生副作用。Deterministic, forkable, stateful MCP test worlds for reproducible AI agent evaluation—without production side effects.
Trunks820 / Yuntu
AI travel planning engine with deterministic route scheduling, verified POIs, and fact-grounded LLM generation.
isshiki-works / wpe-baker
WPE Baker — deterministic animation baking for Wallpaper Engine scenes (Periodica). Bake a scene's periodic animation into one seamless video; measured up to 96% less iGPU power.
nathanrs / detllm
Fully deterministic cross-device LLMs inference
earthwalker17 / map-of-middle-earth
A cinematic floating miniature diorama of Middle-earth rendered with three.js WebGPU + TSL: terrain from community GIS data, atmosphere, vegetation, effects and 24 landmarks, captured deterministically for the film Journey Through Middle-Earth. Non-commercial fan project.
xuanheng-tech / snapshot-runner
Deterministic, read-only Git evidence for coding agents and automation. Standard-library Python CLI.