shared-dao

Use when writing or maintaining AGENTS.md, .context/CONTEXT.md, or a Claude-specific CLAUDE.md: keep intent docs minimal and load-bearing.

Use when orienting in an unfamiliar area — fans out exploration across structure, knowledge, and history, then synthesizes one orientation map.

Use when deciding where knowledge goes or reading/writing durable docs: AGENTS.md, .context/, KB, docs/, and work directories.

Maintaining the story knowledge base: creating, updating, and organizing wiki-style reference pages in kb/.

Use when challenging a plan — grills the author against documented decisions and sharpens terminology.

Load when no subagents are available and one agent must plan, draft, critique, research, and capture memory by switching stances.

What fiction readers want (reader reward channels) and the specific ways LLM training damages them.

Dispatch reference for composing writing teams.

Read as a specified first-time reader persona and report the felt experience.

One-time project setup for creative writing.

Load for large human-facing outputs: reports, docs, multi-section explanations, artifacts.

Review work after prose exists: editorial review, craft critique, continuity/voice review, copyediting, proofreading, and synthesis of reader-sim signal.