Opportunity radar
海外机会工作台
把工作机会、创业线索、GitHub 趋势和模型工具发布压成一个可复核队列。先分层,再行动。
An intelligence orchestra README: lionagi lionagi is a governed multi-agent orchestration framework. Build agent workflows in Python with typed, inspectable state, or run them straight from the terminal with the li CLI: single agents, parallel fan-outs, and DA
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An intelligence orchestra README: lionagi lionagi is a governed multi-agent orchestration framework. Build agent workflows in Python with typed, inspectable state, or run them straight from the terminal with the li CLI: single agents, parallel fan-outs, and DAG flows where an orchestrator plans specialist workers. Built continuously since 2023. Docs | How lionagi Compares | Discord | PyPI | Changelog Quick start CLI model aliases (claude, codex, ...) spawn the provider's own CLI as a subprocess, so an existing claude login subscription works with no API key. API providers take the usual environment keys (OPENAIAPIKEY, ...). Details in Providers. The same engine from Python, with structured output as a first-class result: Wh…
lionagi lionagi is a governed multi-agent orchestration framework. Build agent workflows in Python with typed, inspectable state, or run them straight from the terminal with the li CLI: single agents, parallel fan-outs, and DAG flows where an orchestrator plans specialist workers. Built continuously since 2023. Docs | How lionagi Compares | Discord | PyPI | Changelog Quick start CLI model aliases (claude, codex, ...) spawn the provider's own CLI as a subprocess, so an existing claude login subscription works with no API key. API providers take the usual environment keys (OPENAIAPIKEY, ...). Details in Providers. The same engine from Python, with structured output as a first-class result: Wh…
READMEInfrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model README: Frappe Assistant Core Talk to your ERPNext site. FAC lets Claude, ChatGPT,
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Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model README: Frappe Assistant Core Talk to your ERPNext site. FAC lets Claude, ChatGPT, and other MCP-ready LLMs work directly with your invoices, customers, stock, workflows, and custom apps — inside your ERPNext permissions, with every call logged. What you get Once FAC is installed, your team can ask an LLM for things they'd normally do by hand: "Show me overdue invoices from our top five customers." "Update this lead's status to Qualified and set next action date to Monday." "Run the monthly revenue report and summarise the top movers." "How much stock of SKU-1234 do we have across all warehouses?" Behind that simple interaction, FAC exposes 24 built-in tools for the things your team does every day…
Frappe Assistant Core Talk to your ERPNext site. FAC lets Claude, ChatGPT, and other MCP-ready LLMs work directly with your invoices, customers, stock, workflows, and custom apps — inside your ERPNext permissions, with every call logged. What you get Once FAC is installed, your team can ask an LLM for things they'd normally do by hand: "Show me overdue invoices from our top five customers." "Update this lead's status to Qualified and set next action date to Monday." "Run the monthly revenue report and summarise the top movers." "How much stock of SKU-1234 do we have across all warehouses?" Behind that simple interaction, FAC exposes 24 built-in tools for the things your team does every day…
READMEGovernance-first orchestration for Claude Code, Codex, and Gemini CLI — parallel workers, receipts, quality gates, and full provenance. README: 🧾 VNX Orchestration Governance-first runtime for AI coding agents Glass-box governance · Local NDJSON receipts · No
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Governance-first orchestration for Claude Code, Codex, and Gemini CLI — parallel workers, receipts, quality gates, and full provenance. README: 🧾 VNX Orchestration Governance-first runtime for AI coding agents Glass-box governance · Local NDJSON receipts · No vendor SDK Docs · Architecture · State Fabric · ADRs · Writing · Changelog VNX runs AI coding CLI workers in tmux, isolated git worktrees, through review gates, with an append-only NDJSON receipt per dispatch. It is a local control plane for the AI coding CLIs that already sit on your machine. One orchestrator dispatches work to ephemeral workers; each worker runs in its own git worktree; review gates decide what merges; every dispatch leaves a receipt. VNX drives claude, codex, gemini, kimi, and local ollama with no vendor SDK. It cal…
🧾 VNX Orchestration Governance-first runtime for AI coding agents Glass-box governance · Local NDJSON receipts · No vendor SDK Docs · Architecture · State Fabric · ADRs · Writing · Changelog VNX runs AI coding CLI workers in tmux, isolated git worktrees, through review gates, with an append-only NDJSON receipt per dispatch. It is a local control plane for the AI coding CLIs that already sit on your machine. One orchestrator dispatches work to ephemeral workers; each worker runs in its own git worktree; review gates decide what merges; every dispatch leaves a receipt. VNX drives claude, codex, gemini, kimi, and local ollama with no vendor SDK. It cal…
READMEToolJet/ToolJet
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ToolJet/ToolJet
AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 152 shot recipe cards, 209 motion previews, a production-ready template
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AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 152 shot recipe cards, 209 motion previews, a production-ready template
MCP server for AI agents to read, edit, inspect, and validate local HWPX documents.
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MCP server for AI agents to read, edit, inspect, and validate local HWPX documents.
BioMCP: Biomedical Model Context Protocol README: BioMCP One binary. One grammar. Evidence from the biomedical sources you already trust. What is BioMCP? BioMCP is one CLI binary over a single command grammar that reaches 30 trusted biomedical sources (PubMed,
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BioMCP: Biomedical Model Context Protocol README: BioMCP One binary. One grammar. Evidence from the biomedical sources you already trust. What is BioMCP? BioMCP is one CLI binary over a single command grammar that reaches 30 trusted biomedical sources (PubMed, ClinVar, ClinicalTrials.gov, OncoKB, Reactome, and more). It is also an MCP (Model Context Protocol) server, so the same tools are available to AI agents such as Claude Code, Codex, and Claude Desktop. BioMCP cuts through the usual biomedical data maze: one query reaches the sources that normally live behind different APIs, identifiers, and search habits. Researchers, clinicians, and agents use the same command grammar to search, focus, and pivot without rebuilding the workflow for e…
BioMCP One binary. One grammar. Evidence from the biomedical sources you already trust. What is BioMCP? BioMCP is one CLI binary over a single command grammar that reaches 30 trusted biomedical sources (PubMed, ClinVar, ClinicalTrials.gov, OncoKB, Reactome, and more). It is also an MCP (Model Context Protocol) server, so the same tools are available to AI agents such as Claude Code, Codex, and Claude Desktop. BioMCP cuts through the usual biomedical data maze: one query reaches the sources that normally live behind different APIs, identifiers, and search habits. Researchers, clinicians, and agents use the same command grammar to search, focus, and pivot without rebuilding the workflow for e…
READMEA curated list of plugins, skills, MCP servers, patch/profile layers, orchestrators & UIs for DeepSeek Harness (DSH). Visualization · PPT · Coding · Agents · Loops (auto-research) and more. #dsh README: Awesome DeepSeek Harness A curated list of plugins, skill
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A curated list of plugins, skills, MCP servers, patch/profile layers, orchestrators & UIs for DeepSeek Harness (DSH). Visualization · PPT · Coding · Agents · Loops (auto-research) and more. #dsh README: Awesome DeepSeek Harness A curated list of plugins, skills, MCP servers, patch/profile layers, orchestrators, aggregators & UIs for DeepSeek Harness (DSH) — DeepSeek's official agent runtime built around the idea Model + Harness = Agent. English | 简体中文 DeepSeek Harness ("DSH") is DeepSeek's agent runtime / harness layer — the "hands" that turn the model's reasoning into real actions (context management, tool-call orchestration, execution sandbox, feedback loop, session persistence). Its defining feature is an open plugin ecosystem: the community contributes plugins, skills, MCP servers, orchestrators, aggregators, and UIs. This list collects the best of that ecosystem. Contributions welcome…
Awesome DeepSeek Harness A curated list of plugins, skills, MCP servers, patch/profile layers, orchestrators, aggregators & UIs for DeepSeek Harness (DSH) — DeepSeek's official agent runtime built around the idea Model + Harness = Agent. English | 简体中文 DeepSeek Harness ("DSH") is DeepSeek's agent runtime / harness layer — the "hands" that turn the model's reasoning into real actions (context management, tool-call orchestration, execution sandbox, feedback loop, session persistence). Its defining feature is an open plugin ecosystem: the community contributes plugins, skills, MCP servers, orchestrators, aggregators, and UIs. This list collects the best of that ecosystem. Contributions welcome…
READMEillo skill — an AI agent skill that turns ideas and articles into original print-style editorial illustrations, starring a recurring mascot. 30+ characters packs, with ability to create your own.
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illo skill — an AI agent skill that turns ideas and articles into original print-style editorial illustrations, starring a recurring mascot. 30+ characters packs, with ability to create your own.
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
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ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
Quantifying infrastructure noise in agentic coding evals Feb 05, 2026
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Quantifying infrastructure noise in agentic coding evals Feb 05, 2026
Your personal operating system for thought. Notes, journal, tasks, calendar — unified, offline-first, end-to-end encrypted. Private by architecture, not by promise. README: MemryNote The second brain that lives on your machine — not someone else's cloud. Notes
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Your personal operating system for thought. Notes, journal, tasks, calendar — unified, offline-first, end-to-end encrypted. Private by architecture, not by promise. README: MemryNote The second brain that lives on your machine — not someone else's cloud. Notes, tasks, projects, journal, calendar, and an AI agent that actually knows your work. All on your disk. End-to-end encrypted. Every feature a toggle. Download · Website · Docs Most note apps are a SaaS wearing a text editor. MemryNote is the opposite bet. Install macOS (Homebrew) macOS · Windows · Linux — grab the installer from the latest release. That's it. Open it, point it at a folder, and your vault is yours. What's inside Seven surfaces, one app. Turn off anything you don't use. Notes — Block editor, markdown on disk, backlinks, tags, instant search. Tasks & Projects — Due dates, priorities, recurren…
MemryNote The second brain that lives on your machine — not someone else's cloud. Notes, tasks, projects, journal, calendar, and an AI agent that actually knows your work. All on your disk. End-to-end encrypted. Every feature a toggle. Download · Website · Docs Most note apps are a SaaS wearing a text editor. MemryNote is the opposite bet. Install macOS (Homebrew) macOS · Windows · Linux — grab the installer from the latest release. That's it. Open it, point it at a folder, and your vault is yours. What's inside Seven surfaces, one app. Turn off anything you don't use. Notes — Block editor, markdown on disk, backlinks, tags, instant search. Tasks & Projects — Due dates, priorities, recurren…
README