Latent SpaceAug 21, 2026, 04:59 UTC+8

Matt Pocock's /wayfinder skill helps agents plan when the end state is unclear

The /wayfinder Skill: Navigating the “Fog of War” of Planning

Matt Pocock released /wayfinder, a skill for planning projects where the end state isn't clear from the start. It splits planning into a map (all decisions so far), tickets (specific tasks), and sessions (execution threads), so the agent can orchestrate multiple planning sub-sessions without the human managing context windows. Pocock calls this navigating the 'fog of war.' Tickets come in four types: grilling, prototype, research, and task (for human-only work). His AI Skills repo has over 220k GitHub stars and 347k YouTube subscribers. The post doesn't disclose pricing or which agent frameworks are supported.

Why it matters: Pocock's /wayfinder skill breaks ambiguous projects into map/ticket/session layers with multi-agent coordination — a concrete design pattern for agent builders. Score capped here because the post is an interview overview without hard run data or failure cases.

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Take

This caught my eye because it solves a real pain point: when you're using agents for complex projects, the planning phase alone eats your context window. Pocock's approach splits planning into three pieces — a map that records every decision made so far, tickets for specific tasks (grilling, prototype, research, or human-only), and sessions as execution threads. An orchestrator layer then manages multiple planning sub-sessions, and you just review the consolidated output.

It's smarter than writing one giant spec and tossing it at an agent, because the information flow is segmented: each sub-session only gets a map summary and its own ticket, not the entire project history. Pocock's AI Skills repo has 220k GitHub stars and 347k YouTube subscribers, so a decent number of people are following this methodology.

What's missing: the post doesn't disclose which agent framework this runs on, or what the token cost looks like per /wayfinder run. If you're already using AFK agents for overnight work, this is worth testing. If you're still chatting manually with Claude, I'd hold off on adding an orchestration layer.

Source: Latent Space · latent.space
Published: Aug 21, 2026, 04:59 UTC+8 · Aug 21, 2026