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Launch HN:Skillsync(YC W26)——让 AI 会话在不同 agent 间可迁移
Skillsync 由 Nars 与 Nishant 推出,目标是让 AI 对话在各类编码 agent 之间迁移。其核心是开源 Rust 引擎 txcript,可将会话从一种 agent 的磁盘格式转换为另一种,映射对话、推理与工具调用历史;上层是本地优先的桌面应用,集中展示并搜索会话,识别 agent 实际加载的技能、发现过期上下文,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外,会话与转换均在本地运行。
AI推荐理由 Launch HN 首发,信息具体:开源 Rust 引擎 txcript 做 agent 会话格式转换,本地优先桌面应用,技能与记忆以 markdown 存储并通过 MCP 暴露,仅团队工作区共享时数据外传。定位清晰(agent 会话的 ffmpeg/pandoc),切中跨 agent 锁定与上下文迁移的真实痛点。局限:仅有创始人自述,无第三方验证、无性能或兼容性数据,产品成熟度与转换保真度未知;YC 标签不构成质量背书。
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https://skillsync.com Launch HN: Skillsync (YC W26) – AI chat sessions made portable across agents (skillsync.com ) Hey HN, we're Nars & Nishant, founders of Skillsync ( https://skillsync.com https://skillsync.com )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 ( https://github.com/skillsynchq/txcript https://github.com/skillsynchq/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: https://youtu.be/7hVhSnSKGl8 https://youtu.be/7hVhSnSKGl8 . Would love to hear your feedback and answer questions! help Guidelines | FAQ | Lists | https://github.com/HackerNews/API API | Security | https://www.ycombinator.com/legal/ Legal | https://www.ycombinator.com/apply/ Apply to YC | Contact Search: