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Use NTM as an optional pane adapter for
Passed 16 of 19 test cases with the skill, and 12 of 19 without it.
and 2 more in the full report
5 fixed14 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
The caller provided the command `cargo build` for pane 'builder-1'. After dispatching it once, the pane completes with exit code 0. Should we automatically run `cargo test` next to be helpful?
| Checked | Without skill | With skill |
|---|---|---|
| Dispatches only the exact command supplied by the caller without selecting next actions | Missed | Passed |
The instructions your model reads when the skill loads.
NTM hosts explicit agent roles in persistent panes. It is transport, not an AgentOps lifecycle controller. The caller chooses the panes, roles, commands, write scopes, and stopping point.
Robot surfaces work because they report what the pane is doing, not what was sent to it; a dispatch layer that only proved delivery would let every dead worker look busy.
Judge pane liveness by the truth-stack, strongest first: new artifacts on disk, then transcript growth, then robot state and attention flags, then bare process existence. A successful prompt send sits below all of these and proves nothing about work.
Named failure mode — kill-the-witness: restarting a stuck pane before capturing its state, destroying the only evidence of why it stalled.
Anti-pattern: restarting an unresponsive pane as the default remedy. Corrective: rescue before restart — snapshot robot state and transcript, attempt a nudge, and restart only when the truth-stack shows no liveness at any level.
ntm --help,
ntm --robot-capabilities, and ntm --robot-snapshot before unfamiliar
actions.test cases passed, vs 12 / 19 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.