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智能体 skillsync.com · @Hacker News

Launch HN:Skillsync(YC W26)——让 AI 会话在不同 agent 间可移植

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Skillsync 由 Nars 与 Nishant 创立,目标是解决 coding agent 之间的会话锁定问题:各 agent 的本地会话格式不同,切换时无法延续。其核心是开源 Rust 引擎 txcript,可将一个 agent 的磁盘会话格式转换为另一个,映射对话、推理与工具调用历史;上层是本地优先桌面应用,集中展示和搜索会话、识别过期上下文,并支持团队共享工作区。技能与记忆以可读 markdown 保存,通过 MCP 供任意 agent 检索。除显式共享到工作区的内容外,会话与转换均在本地运行。

AI推荐理由 YC W26 团队发布的开发者工具,核心是开源 Rust 引擎 txcript,把不同 coding agent 的本地会话(消息、推理、工具调用)互相转换,类似 agent 会话版的 ffmpeg/pandoc,并配套本地优先桌面应用、MCP 暴露的 markdown 技能/记忆、团队共享工作区。具体新信息是会话可移植与格式转换这一明确用途,以及本地运行、仅共享内容出网的边界;局限是正文未给出转换兼容的 agent 清单、转换保真度或实测数据,HN 仅 4 分 0 评论,尚无独立验证,安装/星数类信号也未提供。

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Domain: skillsync.com Points: 4 | Comments: 0 ## Post Text Hey HN, we're Nars & Nishant, founders of Skillsync () Skillsync lets you move your AI chats across every coding agent. Most of our work exists as conversations, which are currently scattered across our agents. Though stored locally, these conversations use different formats. This is annoying because you cannot simply switch between agents without starting over. We get locked into a single provider and their agent as we invest in skills and memories over time. Skillsync acts as a universal converter. It moves the entire session, including all the messages, reasoning and tool calls so you can pick up right where you left off. Skillsync collects all your sessions in one place and makes them searchable. It breaks down what each session is carrying, including which loaded skills the agent is actually using, making stale context easy to spot. You can also create shared workspaces to sync sessions across your team. You can build your own closed loop systems. Everything runs locally except when you share to workspaces. The core is an open-source Rust engine called txcript (). It translates a session from one agent's on-disk format into another's, mapping conversation, reasoning, and tool history. Think ffmpeg or pandoc, but for agent sessions. On top of that engine is a local-first desktop app. Your agent sessions are normally scattered across different tools' folders in formats you'd never read by hand; the app surfaces them in one place with a UI that makes them actually readable, the conversation, the reasoning, and the tool calls, so you can revisit what happened, move a session into another agent, or share it with a teammate. Skills and memory are stored as portable, human-readable markdown you own, and exposed to any agent over MCP for search and selective retrieval. Sessions and translation run locally on your machine. The one thing that leaves is what you explicitly share into a team workspace. It’s been surprising to us to see how locked-in people already are without realizing it. You don't notice you're trapped in one agent or harness until you try to leave, and by then you've got months of sessions stuck in a format only that tool can read. The lock-in is invisible right up until it's expensive. Once sessions are portable, they stop being disposable logs and become something you can actually build on, spotting patterns in how you work, handing a session off to someone else, letting a non-technical teammate pick up where an engineer left off. The session turns out to be the unit of collaboration, and right now it's being thrown away. Before Skillsync, Nars and I built an open-source payment orchestrator that let merchants route across many processors instead of getting locked into one (30k+ GitHub stars). Fighting vendor lock-in by making incompatible systems interoperate was the whole job. We came into YC with a different idea, but the more we lived inside coding agents the more we saw the same problem from the other side: your context is locked into whatever agent you start with, because every agent stores sessions differently and none of it moves. Some of the things we’re seeing people do with Skillsync are: - Moving a session between Claude Code, Codex, and Cursor mid-task, including when you hit a usage limit on one and want to keep going on another. - Thinking through a problem in a browser Claude chat, then handing the whole thread to Claude Code or Codex to build. - Sharing research sessions with a team. Everyone uploads their sessions, so teammates and their agents can build on each other's work instead of repeating it. It's available as a Mac app, CLI and MCP. Here's the demo: . Would love to hear your feedback and answer questions!

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iris::Hacker News (黑客新闻) Launch HN:Skillsync(YC W26)——让 AI 会话在不同 agent 间可移植 09-18 · 原文发布
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