The /wayfinder Skill: Navigating the "Fog of War" of Planning
Matt Pocock released /wayfinder, an AI agent orchestration skill designed to navigate projects where the end state isn't fully defined at the start The system introduces a structured information flow using precise terminology: "map" (decisions already made), "ticket" (specific tasks), and "session" (working units) Four ticket types are defined: grilling (exploratory sessions), prototype (building test versions), research (investigation), and task (human-only actions) The core concept of "fog of
Analysis
TL;DR
- Matt Pocock released /wayfinder, an AI agent orchestration skill designed to navigate projects where the end state isn't fully defined at the start
- The system introduces a structured information flow using precise terminology: "map" (decisions already made), "ticket" (specific tasks), and "session" (working units)
- Four ticket types are defined: grilling (exploratory sessions), prototype (building test versions), research (investigation), and task (human-only actions)
- The core concept of "fog of war" acknowledges that not everything can be planned upfront, and agents can help illuminate unknown areas through iterative exploration
- /wayfinder manages context and session handoffs automatically, allowing AFK (Away From Keyboard) agents to run complex multi-stage projects overnight
Why It Matters
This addresses a critical pain point in AI-assisted development: the planning bottleneck where engineers must manually manage context windows and session handoffs. By introducing an orchestrator layer that handles these concerns, /wayfinder enables more scalable and autonomous agent workflows, making it relevant for anyone building multi-step AI coding pipelines.
Technical Details
- Core Architecture: An orchestrator layer that splits planning into multiple parallel threads (prototyping, research, grilling) and consolidates results into a centralized document
- Terminology Framework: Uses precise "leading words" (map, ticket, session) to ensure agents understand information flow without confusion from inconsistent naming
- Ticket System: Four distinct ticket types—grilling (session management), prototype (build/test), research (investigation), and task (human-required actions)—each with specific purposes
- Context Management: Automatically handles token budgeting and session depth, removing the manual burden from the human operator
- Fog of War Concept: Embraces iterative discovery where decisions made early reveal new information, allowing the agent to explore and illuminate unknown project areas progressively
Industry Insight
- The emphasis on precise terminology as a skill-design principle suggests that consistent vocabulary is a foundational technique for reliable agent behavior, worth adopting in custom skill development
- The "fog of war" framing validates a growing industry shift toward iterative, exploratory AI workflows rather than rigid upfront planning, especially for complex or creative projects
- Automating session handoffs and context management could become a standard layer in agent toolchains, reducing the operational overhead that currently limits AFK agent adoption at scale
Disclaimer: The above content is generated by AI and is for reference only.