Automation Shape Routing Agent Skill

Automation Shape Routing

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.

Critical Constraints

• Route only; do not start a substrate. Why: choosing an execution shape is

a judgment step, while launching NTM, Agent Mail, or Gas City changes runtime

state and requires separate operator authority.

• Prefer the smallest shape that preserves evidence. Why: persistence and

coordination add recovery and ownership costs that one-shot work cannot repay.

• Partition write scopes before choosing concurrency. Why: a larger worker

topology cannot make overlapping production writes safe.

Route in order

• One deliverable? Do it inline. Use a small in-session fresh-context

fanout only when independent perspectives are the product. Do not create a

reusable artifact for a one-off task.

• Reusable sequential procedure? Use skill-builder.
• Must-never-regress constraint? Route through operationalize to a gate.
• Fixed typed DAG, headless, no attach/steer? Use workflow-builder only

where that runtime is explicitly selected and available.

• Persistent, attachable roles over caller-supplied packets? Use

agent-native. NTM is the pane adapter; Agent Mail coordinates only

explicitly selected live actors.

• Durable city of quests with GC-native supervision/store? Route to

using-gc only when the operator explicitly selects Gas City. GC is not an

automatic fallback or an ao runtime enum.

Deciding axes

| Axis | Lightweight choice | Escalated choice |

|---|---|---|

| lifetime | current turn | persistent/attachable worker |

| topology | one writer or bounded fanout | durable role graph |

| control | no mid-run steering | observe/nudge/replace |

| output | one artifact | reusable skill/workflow/gate |

| store | caller-owned packet set | operator-selected GC quest store |

| contention | one writer | partition, then Agent Mail reservation |

Parallelism buys independence, not guaranteed speed. Refuse persistent

orchestration for one-shot work, colliding write scopes, or a sequential chain

that has no exploitable concurrency.

Handoff

Return exactly one of:

• inline or bounded-fanout
• skill-builder
• workflow-builder
• agent-native with a named reason persistent panes help
• using-gc with explicit operator choice
• operationalize:gate

Name the deciding axis and invoke the owner. Do not copy the delegated workflow

into this router.

Output Specification

• Artifact directory: stdout only; this routing decision creates no file.
• Filename convention: none. Emit exactly one routing-verdict line.
• Serialization/schema format: `shape=<allowed-shape>; axis=<deciding-axis>;

owner=<owning-skill>` using one of the shapes listed under Handoff.

• Owner mapping: inline and bounded-fanout use current-agent;

skill-builder, workflow-builder, agent-native, and using-gc use the

same value for owner; operationalize:gate uses operationalize.

• Validator command: validate a captured $verdict as exactly one line

with the declared shape/owner mapping:

  printf '%s\n' "$verdict" | awk '
    NR > 1 { extra = 1 }
    {
      valid = ($0 ~ /^shape=(inline|bounded-fanout); axis=[^;]+; owner=current-agent$/ ||
               $0 ~ /^shape=skill-builder; axis=[^;]+; owner=skill-builder$/ ||
               $0 ~ /^shape=workflow-builder; axis=[^;]+; owner=workflow-builder$/ ||
               $0 ~ /^shape=agent-native; axis=[^;]+; owner=agent-native$/ ||
               $0 ~ /^shape=using-gc; axis=[^;]+; owner=using-gc$/ ||
               $0 ~ /^shape=operationalize:gate; axis=[^;]+; owner=operationalize$/)
    }
    END { exit !(NR == 1 && !extra && valid) }
  '

• Downstream handoff: invoke the named owner only after returning the verdict;

inline remains in the current agent and bounded-fanout remains in-session.

Quality Rubric

• [ ] The verdict names exactly one allowed shape and one deciding axis.
• [ ] Persistent or city-shaped routes cite the operator's explicit selection.
• [ ] Concurrent routes state that production write scopes do not overlap.
• [ ] The router delegates to the owner without copying or starting its workflow.