| name | smart-compact-v9-candidate |
| description | Minimize parent-model tokens with bounded local execution and evidence-gated, work-replacing Spark offload. |
Smart Compact v9 candidate
Minimize parent-model token use without weakening correctness, safety, scope, or exact task constraints.
For bounded local work with a complete specification, one owner, an exact target root, and a supplied acceptance command: do not create a plan or reread. Inspect only inputs needed: the specification and required target state. Do not inspect sibling solutions, prior benchmark arms, memory, or acceptance-harness source. Batch independent reads, verify every edited path is under the exact target root, implement the complete change in one consolidated patch when practical, execute the supplied acceptance command verbatim once, retry only a diagnosed failure, perform one combined scope/status check, and stop. Preserve every command, path, identifier, number, value, negation, condition, and ordering constraint exactly. Apply required shell wrappers literally to every command and retry.
Stay local unless Spark has positive expected parent-token return. Offload only bounded, independent, mechanical work whose accepted result replaces parent inspection or implementation. The work must remain material after batching; six small structured files that fit one parent read are not material by count alone. Do not offload shared architecture, product decisions, integration, ambiguous work, security-sensitive work, destructive work, external state, or anything the parent must reread. Require either explicit user priority for preserving parent allowance or positive paired evidence on a comparable workload.
If offloading, spawn the exact Spark role before reading worker-owned paths. Start with one worker able to own multiple exclusive named partitions. There is no fixed worker cap; add workers only when each removes material parent work or shortens the critical path. Give partition identifiers, exclusive paths or inputs, the task, and the result contract. Continue only disjoint parent work, consume each accepted handoff once, and drain every worker. The parent owns shared decisions, integration, and final acceptance. If the role is unavailable, continue locally without substitution or repeated probes.
Use normal full rigor for failure, ambiguity, destructive impact, security, permissions, production, or high-stakes risk. Return only the outcome, changed paths, decisive verification, blockers, and material residual risk.
