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Make LLM agents state the confidence level and the evidential basis behind each claim.

Unified LLM client for every major provider - one API, spec-driven wire format, real cost tracking.

Placeholder published by Tegami for npm trusted publishing setup.

AI model: XingYing-stack/TIPS-Qwen3-4B-Thinking-2507-Agent

AI model: XingYing-stack/TIPS-Qwen3-4B-Instruct-2507-Agent

A curated directory of open-source AI repositories for agents, LLM apps, coding assistants, MCP servers, RAG, generative AI, automation, developer tools, research, and AI security.

🎅 一个简单的 Agent 架构

✨ Intelligent, adaptive multi-agent orchestration & deterministic zero-cost telemetry engine for Codex with native macOS floating widget

Agentic LLM shell aimed at low cost GPUs

Nausicaa treats an Agent run as a dynamic topology of Lanes rather than one fixed linear loop. The model can decide when to observe, fan out, delegate, or collaborate across Runs; the Host keeps identity, permissions, durability, and recovery as explicit facts.

DeepSeek Harness 桌面壳 —— 内嵌 Web UI、自动保持最新引擎、自带数据目录管理与系统托盘。

CLS observability SDK for LangChain/LangGraph — 6-layer span hierarchy, direct upload to Tencent Cloud CLS

Durable, self-healing multi-provider LLM gateway and circuit breaker with autonomous failover, tool idempotency, and context compaction for AI agents (Claude Code, Hermes, OpenClaw, OpenCode).

Look astern: mine your past Claude Code sessions for recurring problems, friction, rewritten code, and the vocabulary gap between you and your agents

Linux runtime bridge between FastLLM WebUI and Pi Agent

AI-agent skill: build Mosaic Pro (Nextend) WordPress sites by writing the underlying data model directly - 23 custom tables, no visual editor, no DOM. Every node type, style property and node property swept against a live install and asserted on the deliv

Chain of custody for AI agents: signed, independently verifiable receipts for tool calls. MCP gateway + Cedar policy + Merkle transparency log

System prompt assembly registry for the DeepSeek Harness

Private, local-first memory subsystem for the pi coding agent. Long-term memory across sessions, stored on your own machine in SQLite, with optional on-device semantic search. No server, no cloud, nothing leaves your machine.

No-summary context-window rollover for Pi with durable notes checkpoints, history recovery, and a post-fallback tool-call fence.