leek Autopilot
Run approved pipeline work until it is complete or reaches a genuine human gate. Keep wayfinder, to-spec, to-tickets, and implement authoritative; this skill adds a fresh-process loop around them.
Start the loop
- Require a reference to a
wayfindermap, a spec, or a ticket. Run from the target Git repository. - Select the current harness as the provider:
claudein Claude Code,codexin Codex,grokin Grok. When running directly from a terminal, require the user to choose. - Resolve this skill's installed directory, then run the bundled script by absolute path while keeping the target repository as the working directory:
bash <autopilot-skill-dir>/scripts/autopilot.sh --provider <claude|codex|grok> --root <ref>
Pass --repo <path> when the target is not the current repository, --max-iterations <n> to replace the default limit of 50, and --log-file <path> to mirror the per-run log to another path.
Run the script as a background task and poll its output: one iteration is a full build lifecycle and routinely outlasts a foreground shell-command timeout. Immediately report the run ID, worker session model and effort, log path, and printed observer commands. Then report worker milestones and five-minute heartbeats from stderr as they arrive; leave routine tool events in the log.
Foreground run mode prints progress to stderr and one terminal result object to stdout; completion is exit code 0 with status: complete. Observer modes keep their operational messages on stderr: --status prints one state object, --history prints an array of retained states, --tmux prints one launch object, and --follow streams the human-readable run log to stdout.
Use the printed commands to inspect a run independently:
bash <autopilot-skill-dir>/scripts/autopilot.sh --status --root <ref> [--repo <path>]
bash <autopilot-skill-dir>/scripts/autopilot.sh --follow --root <ref> [--repo <path>]
bash <autopilot-skill-dir>/scripts/autopilot.sh --history --root <ref> [--repo <path>]
--follow exits when the run does; --history returns every retained run for the root. For a detached terminal-owned run, add --tmux. Its stdout is a launch object rather than the eventual worker result. Report the printed status, follow, and tmux attach commands; continue monitoring through --status until the run reaches a terminal state. Read the exact terminal result from the result_file in status.
Worker model and effort
Every worker session is one sub-session of the run, and every run reports which model and reasoning effort those sub-sessions use. The report appears in four places: the worker session model <model> (<source>), effort <level> (<source>) line at run start, the per-iteration line, each heartbeat, and --status (as the model, model_source, effort, effort_source, and reported_model state fields). A --tmux launch object carries the same values.
Set them explicitly to pin every sub-session:
bash <autopilot-skill-dir>/scripts/autopilot.sh --provider <claude|codex|grok> --root <ref> --model <name> --effort <level>
AUTOPILOT_MODEL and AUTOPILOT_EFFORT are the environment equivalents. Valid effort levels are low|medium|high|xhigh|max for claude and none|minimal|low|medium|high|xhigh|max for codex and grok; the runner rejects anything else before starting a worker.
The source names where each value came from: requested for a flag or environment variable, settings for the resolved Claude Code settings chain (model and effortLevel, honoring CLAUDE_CONFIG_DIR), config for $CODEX_HOME/config.toml (model and model_reasoning_effort) or $GROK_HOME/config.toml ([models].default and [models].default_reasoning_effort), and provider default when neither is set and the provider chooses. Claude and Grok workers also report the model the session actually resolved; that authoritative value is announced when it differs from the requested one (an alias like opus resolving to a dated model ID) and is kept in state as reported_model.
Fresh-process contract
Each iteration launches a new top-level CLI process with normal user and project configuration but with permission prompts and sandboxing bypassed (--dangerously-skip-permissions / --dangerously-bypass-approvals-and-sandbox / --always-approve): headless workers cannot answer prompts, so only start the loop on work the user has already approved for autonomous execution. It performs exactly one decision ticket or one build ticket, finishes all nested review and verification agents, records durable tracker and Git state, and exits.
Before launching it, the runner parses current statuses, claims, and blocking edges, chooses the deterministic frontier unit, and passes a compact JSON manifest: mode, exact selected unit, parent, direct blocker states, whole frontier, and launch HEAD. The worker revalidates that unit and its direct blockers, then progressively loads the parent's Build Contract, ticket-named sections, blocker resolutions, path-local instructions, and seam files. Closed sibling bodies and the full parent are on-demand context rather than a fresh-process orientation tax.
The runner keeps durable state, a human-readable log, and raw provider events under the target repository's Git directory. Claims made by that run include the ID, so a later invocation of the same command can recognize and resume its own interrupted work item without taking over another session's work. A per-root lock prevents concurrent runner processes from sharing that identity. Terminal state remains inspectable; rerunning a completed root starts a new run, while failures and human gates resume the existing run.
A heartbeat proves that the worker process is alive. It defaults to five minutes; set AUTOPILOT_HEARTBEAT_SECONDS to a positive number of seconds when a different cadence is needed. quiet threshold reached means it has emitted no provider event for two heartbeat intervals; treat that as a prompt to inspect the log or attach, not proof that the worker is hung. The runner never kills quiet work automatically.
Use the installed workflow skills as the single source of truth. The script locates them all to validate the installation, then passes only the selected mode's workflow to the worker: wayfinder for a decision ticket, implement for build work. If the pipeline skills are absent, install this repository's complete skill collection before retrying.
Ticket status
Every unit is marked in progress before work starts and closed after it is verified and committed, so the markdown tracker under .scratch/ always reflects reality. The worker writes the transition into the file's YAML frontmatter (status: in-progress plus claimed-by: autopilot:<run-id>, then status: closed plus ## Resolution) for build tickets, directly implemented specs, and wayfinder decision tickets alike.
The runner does not take that on trust. It snapshots every work item beside the root before each iteration, announces each status change afterwards (ticket .scratch/x/tickets/01-y.md: ready-for-agent -> closed), and fails the run when a successful result names a different unit or one whose file is not closed. It then rereads the tracker itself and replaces the worker's status and next_ref with the authoritative next frontier, completion, human gate, or blocked state. A unit this run claimed and left open is announced as an open claim.
Stopping at a gate leaves the in-progress marker and the run's claim in place on purpose: that marker is how a later process recognizes its own resumable work rather than colliding with another session's.
Human gates
Headless workers cannot conduct a live interview or approve a new spec or ticket breakdown. Stop with needs_input when wayfinder reaches a HITL ticket, to-spec needs seam or publication approval, to-tickets needs breakdown approval, or implementation exposes an undecided product question. After resolving the gate interactively, rerun the same command; tracker state and commits are the resume point.
If an interrupted owned claim cannot be safely resumed from the current tracker and worktree state, stop with needs_input and identify the claim and unresolved changes. Never clear or take over a differently owned claim automatically.
Exit codes are 0 complete, 2 needs input, 3 blocked, 4 worker failure, 5 runner/configuration failure, 129 hangup, 130 interrupted, and 143 terminated.