Lore-Hex / token-exchange-neocloud-in-a-box
Open-source confidential GPU inference cloud in a box: Intel TDX + NVIDIA confidential-computing nodes for DeepSeek-V4.1-Flash and GLM-5.3, verifiable and listed on TrustedRouter
Lore-Hex / token-exchange-neocloud-in-a-box
Simreal-AI / future-prediction-bench
[Public alpha] Probability forecasting protocols, delayed-reward agent rollouts, and verifiable real-world task environments.
loopx-project / loopx
Turn long-horizon goals into verifiable results. A local-first control plane and research workbench for agents and teams, across sessions and runtimes.
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
jagmarques / asqav-sdk
Python and TypeScript SDKs for verifiable evidence of AI agent actions. Signed receipts, policy enforcement, audit trails. Works with LangChain, CrewAI, MCP.
microsoft / AesCode
Aesthetic code generation with decoupled cross-modal rewards: turning prompts into editable, verifiable HTML/CSS infographics, with image generators as aesthetic guidance.
brayonpi / hexstellar
Turn any AI agent into a computational researcher. HexStellar Cortex delivers software-accelerated optimization, quantum computing, scientific computing, decision intelligence, and verifiable execution through a Python CLI and API—with certainty labels, verification receipts, examples, and a free sandbox. Start instantly: pip install hexstellar
Purewhiter / mobilegym
[EMNLP 2026] MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research · 浏览器里运行的安卓模拟器 · Browser-hosted Android Simulator · Verifiable Evaluation · Scalable Online RL Training
huggingface / Repo2RLEnv
Turn any repository into verifiable RL environments for coding agents - Harbor tasks you can train on, evaluate and share on the Hugging Face Hub
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.
indranilbanerjee / digital-marketing-pro
An open-source AI based digital marketing operating system for strategy, SEO, AEO/GEO, paid media, content, CRM, and analytics - grounded in brand context, human approval, and verifiable outputs. Best for Brands, Agencies and one person campanies.
VibeTensor / attestix
AI agent identity, signed credentials, delegated authority and portable governance evidence. Python core and offline verifier SDKs.
znxzsy / VeriInk
Verifiable handwriting synthesis for failure-driven multimodal training and regression.
dengyier / OpenWorkProof
Open protocol for AI agent work contracts and verifiable execution — authorization, evidence, and acceptance for multi-agent systems
YINGLINGH / limioryn
Edge-cloud Multi-Agent execution framework for embodied intelligence, connecting AI agents to real devices with verifiable actuation and entropy-bounded recovery.
StoKou / FACET-Terminal
FACET synthesizes coherent and verifiable terminal tasks from reusable agent skills by preserving source intent and grounding all artifacts in a shared executable state.
QwenLM / RecreationWorld
RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents
apromisedland / VLCoT
VLCoT research implementation: stage-verifiable latent reasoning, observation-based verification, and dependency-aware local repair.
DAOZHENREN / trace2task
Turn successful workflows into resettable, verifiable benchmarks for AI agents.
sangelege / forestfix
Verifiable multi-agent patch evaluation infrastructure
limingrui679-design / CascadeLens
Python-first systemic-risk research software for evidence-graded, bitemporal dependency graphs. Import JSON, CSV, GraphML, or NetworkX; run bounded shocks, compare constrained interventions and sensitivity surfaces, and export recomputation-verifiable RiskPacks. Includes 16 scenario-only cases and 11 connector contracts.
etherscan / skills
Agent Skills for working with Etherscan and on-chain data. These skills let AI agents turn raw Etherscan API responses into structured, verifiable output — every address, amount, and transaction hash comes from a live API call, never invented.
heretic-tech / apostate
Apostate is a 100% free, fully open-source anti-detect browser built on Chromium. Defeats every major commercial fingerprint detector with zero paywalls and fully verifiable GitHub Actions builds. 153 patches. FPJS Pro: suspect score 0. BrowserScan: 100% authentic. deviceandbrowserinfo.com: human. bot.sannysoft.com: all green. With proof.
g1304458637-afk / company-operating-twin
Enter a company name. AI builds a traceable, computable, verifiable operating model — Generic Company Operating Twin (A-share + US)
Chuf-H / jev-tree
Jev-native probability tree and graph runtime for verifiable multi-step decision making.
hzx122 / DEFT-RLVR
Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs
Video-Reason / VBVR-Pro
VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning
rebase-energy / hillclimb
Hillclimbing on verifiable rewards. Use Claude Code and Codex to autonomously search for python programs that optimize a score you define. 🏔️
LeapLabTHU / OPDVR
Official repository for OPDVR: On-policy Distillation with Verifiable Reward.
yankywilson / kyber-ransomware-analysis
Full teardown of the Kyber ransomware Windows encryptor. Six corrections to public reporting, each independently verifiable. Includes analysis tooling, detection content, and incident response guidance.
tetrionlabs / mathema
Claim-Driven Development: turn software intent into verifiable evidence.