Oleks
06cb5b86ff
commands/offload-audit.md tells a heavy-target caller to hand the work to Agent(offload-analyst). Nothing told the analyst it IS that delegation target, so on a large plugin it re-judged the target heavy by the same criteria and spawned another offload-analyst instance, which did the same again — observed live against the cluster plugin (11 agents, ~27 skills), 3-4 levels deep, each restarting the same early measurement steps with no forward progress. Fixed by making the analyst explicit that its only Agent calls are the fixed filing chain, and scoping the command's delegation guidance to the top level only.
inference-arbitrage
Audits a Claude Code plugin — its skill/agent definitions and its real usage transcripts — to find steps that are being done by raw LLM inference but pass every test of a deterministic script, and files the well-evidenced ones as issues on the target plugin's own repo. Runs on demand; each run accumulates into a snapshot history so cost and candidate status can be tracked over time.
The name echoes builder-arbitrage: route each unit of work to the cheapest
executor that can do it correctly — here, "script vs. model" instead of
"which build node."
Status: scaffolding, pre-implementation. See design/ for the full
specification:
design/spec.md— why, scope, functional requirementsdesign/plan.md— architecture and file layoutdesign/rubric.md— the script-vs-inference boundary rubricdesign/tasks.md— build order
Tracked as issues on this repo under the v0.1.0 milestone.