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by YaraDori 126 days ago
Really interesting approach to the coordination problem. File locking + knowledge flywheel is a clean pattern.

I've been thinking about the adjacent problem: even once you solve coordination, each agent still needs to know HOW to do the workflow. Right now that means someone writes detailed instructions or the agent fumbles through with generic prompts.

We've been experimenting with screen recording as a way to capture workflows (https://skillforge.expert) — you record yourself doing the task, and AI extracts every click/keystroke into a structured skill file. The agent replays it autonomously.

Curious: with Forge's knowledge flywheel, have you thought about storing reusable skill definitions that agents could query before attempting a task? Feels like the "capture once, replay many" pattern could stack well with multi-agent orchestration.