Cost Booster Route

Before running a batch of similar tasks, this routes each one through the three-tier classifier and counts how many qualify for Agent Booster (Tier 1), the WASM bypass that costs $0 instead of calling Sonnet or Opus. You feed it task descriptions, it calls hooks_route on each, partitions by whether the response contains [AGENT_BOOSTER_AVAILABLE], and prints a breakdown showing which intents (var-to-const, add-types, remove-console) triggered the bypass. Useful when cost-report shows LLM spend on transforms that should be free, though the docs are honest that the upstream 352× speed claim is not yet verified and the classifier doesn't always fire. Results get stored in cost-tracking for the reporting loop.

skills.sh installs: 684
GitHub stars: 81.4K
last updated: Aug 21, 2026

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Install

$ npx -y skills add ruvnet/ruflo --skill cost-booster-route --agent claude-code

Installs into .claude/skills of the current project.

Files

Cost Booster Route

Wraps mcp__plugin_ruflo-core_ruflo__hooks_route and reports how many tasks the 3-tier router classified as Agent Booster (Tier 1) eligible. Tier 1 bypasses run as WASM transforms — no LLM call, structurally $0 cost.

When to use

Before a batch of similar tasks, or when cost-report shows Sonnet/Opus spend on descriptions that look like simple transforms (var-to-const, add-types, add-error-handling, async-await, add-logging, remove-console).

Steps

Collect tasks — single arg or recent entries from cost-tracking via memory_search. Cap batch at 50.
Route each — call hooks_route with the description; capture the full response string.
Partition — group by whether the response contains the literal [AGENT_BOOSTER_AVAILABLE] (Tier 1) vs. not (Tier 2/3). Extract [TASK_MODEL_RECOMMENDATION] Use model="X" when present.
Compute spend — Tier 1 partition: $0. Tier 2/3 partition: per-task upper-bound from REFERENCE.md pricing × recommended model.
Report