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Get Started Free →Delegate well-specified implementation tasks to xAI's Grok Build CLI running headlessly while the orchestrating agent plans, writes task specs, reviews every diff, and owns the result.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | 60% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 32% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 19% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 21% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 69% | 0% |
The coding assistant is the orchestrator: it plans, writes self-contained task specs, dispatches them to Grok Build headlessly, reviews every diff, and owns the final result. Grok is the fast, cheap executor. Full CLI details and verified behaviors: references/cli.md.
Before every dispatch, show the user the exact task specification that will be sent to xAI, the target worktree, and the permission mode. Obtain explicit approval to disclose that text and to let Grok edit the scoped worktree. Never include secrets, proprietary source, customer data, or credentials in a task specification. Do not run grok update, --always-approve, or a destructive recovery command without separate, explicit approval.
| Delegate to Grok | Keep with the orchestrator | |---|---| | Plan tasks with clear acceptance criteria | Ambiguous requirements, architecture decisions | | Boilerplate, scaffolding, CRUD | Deep cross-file debugging | | Mechanical refactors | Security-sensitive code | | Test writing from clear specs | Anything touching production infrastructure | | UI components from mockups/specs | Tasks where writing the spec ≈ doing the work |
When in doubt, keep it with the orchestrator.
grok update --check --json — if updateAvailable is true, tell the user. Rungrok update only after explicit approval, then confirm with grok --version.
grok models — if it errors or reports logged out, STOP and ask the user to rungrok login.
OUTSIDE the target repo — the harness scratchpad if one is available, else the OS temp dir. Never write it inside the target repo. Grok has zero conversation context: no one-liner prompts, ever.
mkdir -p "${TMPDIR:-/tmp}/grok-specs", then write task.md there.New-Item -ItemType Directory -Force "$env:TEMP\grok-specs",then write task.md there.
post-run diff is exactly Grok's work. Ignore build artifacts (__pycache__, dist/, etc.); if they show in git status, they're usually just un-gitignored, not your concern. Never dispatch on a dirty source tree.
POSIX:
bash grok --prompt-file <task-file> \ --output-format json \ --always-approve \ --max-turns 30 \ --cwd <repo>
Windows (PowerShell) — backtick line-continuation:
powershell grok --prompt-file <task-file> --output-format json --always-approve --max-turns 30 --cwd <repo>
Parse the JSON output and save sessionId. (--always-approve is required for headless runs — --permission-mode acceptEdits silently cancels edits with no interactive approver. Use it only after the user explicitly approves Grok editing this exact scoped worktree. See references/cli.md.) For a high-stakes task, add --check so Grok self-verifies before you review; skip it otherwise (it ~doubles latency).
git diff -- <files from the spec> to skip artifact noise):does it do the task, only the task, and match repo conventions?
git checkout -- . orgit clean -fd automatically; preserve the diff for review and use a non-destructive recovery plan unless the user explicitly authorizes otherwise.
markdown# Task: <one-line title> ## Context - Repo: <path> — <one line on what the project is> - Conventions: <test runner, formatter, a good example file to imitate> ## Files - Modify: <path> - Create: <path> ## Task <precise description of the change> ## Constraints - Do not modify any files other than those listed above. - <other constraints> ## Acceptance criteria - `<exact command>` <expected result>
- [ ] → - [x]) as each task lands and passesthe review gate.
otherwise stay sequential.
Only when a plan explicitly marks tasks independent: dispatch each with --worktree=<task-slug>, run concurrently, then review and merge one worktree at a time through the same review gate. Merge conflicts usually eat the savings — prefer sequential.
| Failure | Action | |---|---| | stopReason: "Cancelled", empty text, no diff | Missing --always-approve — retry with it | | CLI error / timeout | Retry once; then do the task yourself and note the fallback | | Auth expired | Stop; ask the user to run grok login | | 2 fix-up rounds exhausted | Preserve the diff, ask the user for a recovery decision, then finish the task manually if authorized | | Dirty tree at dispatch | Refuse; commit/stash first |
receive secrets, proprietary material, personal data, or customer data.
--always-approve allows edits without an interactive approval prompt. It must be limited toa clean, explicitly approved worktree and never substitutes for the orchestrator's review.
run the acceptance checks before accepting any change.
destructive cleanup.
Default grok-4.5. Add -m grok-composer-2.5-fast only for trivial mechanical tasks.
Other measured skills in the registry, with their headline benchmark lift.