1 Connect your agent required
One line gives Claude Code / Cursor / ChatGPT the queue tools (get_next_task, complete_task, …). Grab your token first: sidebar foot → Connect your agent → Copy token, then:
PROMPTPRIO_API_TOKEN=pp_YOUR_TOKEN bash <(curl -fsSL https://taskpeace.com/install.sh)Restart your agent, then verify: claude mcp list → promptprio ✓ Connected. Per-tool guides: Claude Code · Cursor · Cline · Goose · Warp · Continue · Codex CLI · Gemini CLI · ChatGPT · Windsurf · Zed.
2 Work the queue on autopilot
The loop — six prompts, one operating cycle. plan fills the queue with the right work → autopilot / never-stop clears it → continue resumes it if a session ever stops → capture folds any conversation back in → every session quietly trains TaskPeace itself → stop winds down clean. Paste the one you need; together they run the whole operation, with you in the loop only where your judgment is irreplaceable.
Start by filling the queue with the right work — paste the plan prompt on a project (or right after you set a goal). It turns the goal + live metrics into a ranked, well-formed backlog, routed to the right worker, so autopilot then has work genuinely worth clearing:
Or skip the goal-and-metrics route — just describe what you want and TaskPeace wraps it into the plan prompt, so your agent turns it straight into ranked, well-formed tasks. You never write the prompt:
Tell your agent to work the queue — it loops get_next_task → do it → complete_task and auto-scopes to the project your terminal is in (from the working directory). No need to say which project. Blocked tasks become a human flag, so one stuck item never stalls the run.
For the most robust run, paste our autopilot prompt — it adds hard safety gates (money / credentials / publishing stay manual), self-configures the working directory, and stops on its own when the queue is drained:
Want it to run forever until you say stop? Paste the never-stop prompt instead — same autopilot, but on an empty queue it waits (≈4 min) and re-polls rather than ending, so the moment you add a task or one comes due it's already on it. The wait keeps it cheap — it never busy-polls. Only stop / pause / halt ends it:
Session stopped — crash, context limit, closed tab, rate-limit, lost connection? Paste the continue prompt to pick up cleanly: it re-orients first (recovers any half-done task, never re-does what already shipped, makes the board true), then resumes the loop in whichever mode it was running. Resume from anywhere — nothing lost, nothing double-done:
Already in an autopilot run? You don't have to re-paste — just send q (or continue) on its own and it picks the loop back up (it leads with ▶ q · TaskPeace autopilot — resuming… so you see it caught). Only stop / pause / halt ends a run. The installer also teaches your agent the q key globally (a marked block in your CLAUDE.md), so it works from a fresh session too — every session knows it.
Done for now? Paste the stop prompt to end the session cleanly — it lands the current task (done-with-proof, or a resume note), syncs the board true, banks one learning, and leaves you a short report:
Had a valuable conversation that isn't an autopilot run — a long Claude Code session, a claude.ai chat full of decisions and ideas? Paste the capture prompt at the end and it folds everything worth keeping — follow-ups, decisions, learnings — into your queue as ranked, resumable tasks. Conversations feed the queue; the autopilot prompt works it. Nothing good is lost:
3 Run unattended / overnight optional
Keep a session alive after you close the window, and keep the Mac awake. Install once (macOS):
brew install tmux && brew install --cask ghosttyThen launch a persistent, awake session — detach with Ctrl-b d, reattach with tmux attach -t ace:
tmux new -s ace
caffeinate -dimsu claudeFor hands-off runs, let the agent act without per-step prompts — set "defaultMode": "bypassPermissions" in your agent's settings, and keep a deny-list for destructive commands. Money, credentials, new accounts & irreversible deletes should always stay manual.
4 Parallelise Pro
Open up to 5 sessions on the same project — the queue divides itself: each session leases the next unclaimed task, so five sessions work the top five in parallel without collisions. The board shows which session holds each task. One session works the list in sequence; five work five at once.
5 Public profile optional
Turn your shipped work into a shareable credential at taskpeace.com/@you — tasks shipped, median cycle time, and which agents you run. Off by default. When public, only aggregate stats show — never task titles or contents.
taskpeace.com/@