MoonshotAI
Featured
Kimi-K3
Kimi K3 is an open-weight, 2.8T-parameter native multimodal agentic model with a 1M-token context window, designed for frontier coding, knowledge work, and reasoning tasks.
Nova
NOVA AgentOS is a local-first, evidence-first, user-controlled desktop agent operating system that translates goals into executable tasks, invokes models and tools within clear workspace, permission, and budget boundaries, and validates completion using real files, test results, and traceable evidence.
Stars
6
7-day growth
No data
Forks
0
Open issues
0
License
No data
Last updated
2026-07-30
AI repository intelligence
FR-AI / ANALYSISWhy it is worth attention
It addresses critical gaps in traditional AI assistants by ensuring actual file modifications, build/test execution, multi-agent governance, crash recovery, and evidence provenance, all unified into a single execution chain with a Proof-of-Done system.
Who it is for
- Developers building AI-powered workflows
- Researchers needing reproducible, verifiable agent outcomes
- DevOps engineers managing automated task pipelines
- Project managers requiring transparent task budgets and permissions
Use cases
- Automate code review and test execution with independent verification
- Orchestrate multi-agent research and parallel worktree tournaments
- Enforce budget and permission policies on cloud or local agent tasks
- Persist long-running missions with safe recovery and audit trails
Strengths
- Evidence-first paradigm with Proof-of-Done, evidence ledger, and status truth
- Granular security boundaries: workspace restrictions, per-round permissions, budget caps, and agent isolation
- Support for multiple model providers (OpenAI, DeepSeek, Kimi, Ollama) and MCP stdio/HTTP extensions
- Cross-platform availability: Windows (Electron & WPF), macOS Preview, and .NET 8 bridge
Considerations
- Still in preview (v0.9.0-preview.29); not yet 1.0 GA, installer unsigned, auto-update off by default
- macOS Preview is unsigned, not notarized, and feature-incomplete compared to Windows
- No open-source license declared; code defaults to all rights reserved
README quick start
快速开始
Related repositories
Similar projects matched by category, topics, and programming language.
lopopolo
Featured
harness-engineering
Harness Engineering is a methodology for improving coding agent outputs by carefully crafting the environment around them—providing curated context, tools, and executable constraints that encode an organization’s nonfunctional requirements and cumulative lessons.
mshumer
Featured
Claude-of-Duty
A browser-based first-person shooter built entirely with procedural generation and orchestrated AI agents, featuring 55k lines of Three.js/WebGL2 code and no art assets.