Cost Trend
Read every docs/benchmarks/runs/*.json and surface drift in win rate, latency, escalation rate, and LLM-baseline cost over time
- Skill ID
- ruvnet/ruflo/cost-trend
- Publisher
- ruvnet
- Repository
- ruflo
- Installs
- 0
- Files
- 1
- Synced
- Sep 23, 2026
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
- Run the trend script from the project root:
node plugins/ruflo-cost-tracker/scripts/trend.mjsOptional env:
TREND_FORMAT=json— emit JSON instead of markdownTREND_LIMIT=10— consider only the most recent N runs
- Inspect the drift summary — first vs last on win rate, avg latency, p99, escalation rate, speedup vs Gemini.
- Inspect the per-run series — one row per run, including Sonnet 4.6 + Opus 4.7 baseline latencies if those were enabled (
BENCH_ANTHROPIC=1at run time).
- Regression flags — the script emits
> ⚠ Regressioncallouts 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 consumesbench/booster-corpus.json— the corpus version is recorded in each run, so trends across corpus versions remain interpretabledocs/benchmarks/runs/latest.json— the most-recent run; smoke step 23 gates onwinRate ≥ 0.80from this file
More from ruvnet
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.
