ruvnet/ruflo1 file

Cost Trend

Read every docs/benchmarks/runs/*.json and surface drift in win rate, latency, escalation rate, and LLM-baseline cost over time

Specification
Skill ID
ruvnet/ruflo/cost-trend
Publisher
ruvnet
Repository
ruflo
Installs
0
Files
1
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

ruvnet/ruflo/cost-trendInstalls these files
  • SKILL.md

What this skill tells the agent

Cost Trend

The smoke gate is binary (winRate ≥ 0.80 → pass/fail). The corpus benchmarks captured over time form a curve — and curves catch regressions the gate misses (win rate slowly creeping from 100% to 85% is "still passing" by smoke but a real degradation).

This skill reads every persisted run in docs/benchmarks/runs/*.json and reports first→last deltas plus a per-run series, flagging regressions in win rate or latency.

When to use

  • Before a release — check that the speedup hasn't drifted.
  • After expanding the corpus — verify older runs still hit the same win rate on the new corpus they reflected.
  • After upgrading agent-booster — surface latency / strategy changes.

Steps

  1. Run the trend script from the project root:
   node plugins/ruflo-cost-tracker/scripts/trend.mjs

Optional env:

  • TREND_FORMAT=json — emit JSON instead of markdown
  • TREND_LIMIT=10 — consider only the most recent N runs
  1. Inspect the drift summary — first vs last on win rate, avg latency, p99, escalation rate, speedup vs Gemini.
  1. Inspect the per-run series — one row per run, including Sonnet 4.6 + Opus 4.7 baseline latencies if those were enabled (BENCH_ANTHROPIC=1 at run time).
  1. Regression flags — the script emits > ⚠ Regression callouts when:
  • Win rate dropped between first and last run
  • Avg latency rose ≥ 1.5× from first run

Cross-references

  • cost-benchmark — the producer of the run JSONs this skill consumes
  • bench/booster-corpus.json — the corpus version is recorded in each run, so trends across corpus versions remain interpretable
  • docs/benchmarks/runs/latest.json — the most-recent run; smoke step 23 gates on winRate ≥ 0.80 from this file

Use this skill in a project

Open any RiverX project, search the Skills panel for ruvnet/ruflo/cost-trend, and install it in one click.

Use this skill