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Get Started Free →boshu2/automation-shape-routing
Front door for agent automation: choose
Passed 20 of 22 test cases with the skill, and 4 of 22 without it.
and 10 more in the full report
18 fixed2 passed either way0 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 18 test cases the skill fixed. Same model, same prompt, with and without the skill.
The operator has explicitly selected Gas City to manage a multi-day durable city of long-running quests with native supervision and quest state persistence. Route this execution request and return a single-line verdict `shape=<shape>; axis=<axis>; owner=<owner>`. Do not create or start any quests.
| Checked | Without skill | With skill |
|---|---|---|
| Output specifies shape=using-gc | Missed | Passed |
| Output specifies owner=using-gc | Missed | Passed |
The instructions your model reads when the skill loads.
Choose the smallest execution shape that preserves the required evidence and control. This skill routes; it does not build or start a substrate.
Ordered routing works because each rung is strictly cheaper to operate than the next: if the smallest shape truly preserves the evidence and control the task needs, every larger shape can only add coordination cost, never correctness.
Named failure mode — substrate romance: routing to persistent workers because the topology is interesting, not because any deciding axis demands it.
Anti-pattern: starting the chosen substrate as part of routing "to save a step". Corrective: return the one-line verdict and let the owner start under its own authority.
skill-builder.operationalize to a gate.workflow-builder only
where that runtime is explicitly selected and available.agent-native. NTM is the pane adapter; Agent Mail coordinates only
explicitly selected live actors.using-gc only when the operator explicitly selects Gas City. GC is not antest cases passed, vs 4 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.