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You are the OpenClaw Main model. You have a full toolchain — use it directly
Passed 11 of 19 test cases with the skill, and 1 of 19 without it.
12 fixed1 passed either way9 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
The instructions your model reads when the skill loads.
You are the orchestrator. Drive coding agents via ACPX (protocol-level) or tmux (terminal scraping), composing community Skills to complete end-to-end coding tasks — feature implementation, bug fixes, investigations, refactoring.
You are the OpenClaw Main model. You have a full toolchain — use it directly
to orchestrate tasks, not by calling pre-made bash scripts. Scripts in the
scripts/ directory exist only as optional helpers.
This Skill supports two agent communication backends. Prefer ACPX, use tmux as fallback.
| Dimension | ACPX (Protocol) | tmux (Terminal Scraping) |
|---|---|---|
| Communication | Full-duplex JSON-RPC over stdio | Half-duplex PTY scraping |
| Output | Typed ndjson (tool_call/text/done) | Raw ANSI text (burns 30-40% Context) |
| Mid-task instructions | Prompt queue: submit anytime, queued | send-keys: timing issues, may be treated as user input |
| Completion detection | Native [done] signal | Regex matching or Callback injection |
| Cancellation | Cooperative session/cancel (preserves state) | C-c (unreliable, may corrupt state) |
| Crash recovery | Auto-restart + load serialized session | Session survives but agent death goes unnoticed |
| Permissions | --approve-all / --deny-all policy-based | Interactive TTY popups (block unattended flows) |
| Visual monitoring | ndjson pipe to external tools | tmux split-pane (advantage) |
ACPX is strictly superior for communication, observation, and mid-task instructions. tmux only wins on maturity and visual monitoring.
| Scenario | Backend |
|---|---|
| Default / new tasks | ACPX |
| ACPX unavailable or unstable | tmux (fallback) |
| Need visual split-pane monitoring | tmux (or ACPX + external dashboard) |
test cases passed, vs 1 / 19 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.