Backward partner to /flow. Picks the next horizon from inbox + wiki + lessons, writes the reverse path as tagged tasks to TODO.md so /autopilot can pursue it tick by tick. Triggers on: endgame, what's the last move, where are we heading, reverse engineer, work backward.

2026-07-021

engines

atrislabs/member

Dispatch coding work to an installed terminal agent — Codex, Cursor, or Devin — as an interchangeable worker engine. Claude orchestrates: writes the bounded prompt, the engine builds, Claude verifies and lands. Triggers on: use codex, use cursor, use devin, engine, dispatch to, worker agent, second opinion build.

2026-07-021

improve

atrislabs/member

Run one RL improvement tick on the workspace via POST /api/improve. Ships one verifiable change, scores it, writes the scorecard. The thing you pay for. Triggers on: improve, make this better, ship one thing, run a tick, get smarter.

2026-07-021

copy-editor

atrislabs/member

Detect and remove AI writing patterns

2026-02-241

planner

atrislabs/member

Create outlines and gather research before writing

2026-02-241