cost-benchmark
Run the corpus benchmark — booster locally, optional Gemini/Sonnet/Opus baselines — and persist a verifiable measured-vs-claimed table
How do I install this agent skill?
npx skills add https://github.com/ruvnet/ruflo --skill cost-benchmarkIs this agent skill safe to install?
- Gen Agent Trust Hubpass
The cost-benchmark skill is a utility for measuring and verifying AI model performance and costs against a local test corpus. It follows secure practices by retrieving API keys through system secret managers rather than hardcoding them and limits its operations to local scripts and directories within the vendor's workspace.
- Socketpass
No alerts
- Snykpass
Risk: LOW · No issues
What does this agent skill do?
Cost Benchmark
Runs scripts/bench.mjs against the structural+adversarial corpus and writes per-case + summary results to docs/benchmarks/runs/. This is the verification gate that backs every measurable claim in cost-booster-edit / cost-booster-route.
When to use
- Before publishing a release — verify booster win rate didn't regress.
- After expanding
bench/booster-corpus.json— confirm new cases route correctly. - When auditing a "claimed upstream" tag — flip it to "verified" once the bench supports it.
- On a cost question ("is Sonnet 4.6 cheaper than Opus 4.7 for these tasks?") — re-run with
BENCH_ANTHROPIC=1.
Steps
-
Run the bench from
v3/(whereagent-boosterresolves):( cd v3 && node ../plugins/ruflo-cost-tracker/scripts/bench.mjs ) # booster only — free, ~85 ms ( cd v3 && BENCH_LLM_BASELINE=1 node ../plugins/ruflo-cost-tracker/scripts/bench.mjs ) # + Gemini 2.0 Flash (cheap) ( cd v3 && BENCH_LLM_BASELINE=1 BENCH_ANTHROPIC=1 \ node ../plugins/ruflo-cost-tracker/scripts/bench.mjs ) # + Sonnet 4.6 + Opus 4.7 -
Inspect the markdown summary printed to stdout. The gate metric is
winRate(Tier 1 cases). Adversarial cases are tracked separately asescalationRate. -
Persisted output lands at:
docs/benchmarks/runs/latest.json— pointer to the most recent rundocs/benchmarks/runs/<ISO-timestamp>.json— historical record
-
Read it back in subsequent skills (e.g.
cost-reportstep 2 readslatest.jsonfor live tier-spend numbers).
Smoke gates
winRate ≥ 0.80on Tier 1 cases (smoke step 23). Lower the threshold by editingscripts/smoke.sh.escalationRateis reported but ungated — adversarial cases are diagnostic.
Env overrides
| Env var | Default | Purpose |
|---|---|---|
BENCH_LLM_BASELINE | unset | =1 runs the OpenAI-compat baseline |
BENCH_LLM_MODEL | models/gemini-2.0-flash | Override the OpenAI-compat model |
BENCH_LLM_BASE_URL | Gemini OpenAI shim | Override endpoint |
BENCH_ANTHROPIC | unset | =1 runs Anthropic baseline (Sonnet 4.6 + Opus 4.7) |
BENCH_ANTHROPIC_MODELS | claude-sonnet-4-6,claude-opus-4-7 | Comma-separated Claude IDs |
BENCH_OUT | timestamped file | Override output path |
BENCH_QUIET=1 | unset | Suppress markdown summary |
API keys auto-pulled from gcloud secrets (GOOGLE_AI_API_KEY, ANTHROPIC_API_KEY); override with BENCH_LLM_API_KEY / BENCH_ANTHROPIC_API_KEY.
Cross-references
ADR-0002 §"Decision 1" / §"Riskiest assumption" · cost-booster-edit/SKILL.md (verification table consumes this skill's output) · cost-report/SKILL.md step 2 (reads runs/latest.json).
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/ruvnet/ruflo/cost-benchmark">View cost-benchmark on skillZs</a>