model-perf-binary-search

model-perf-binary-search is a skill for Claude Code, Codex from Saddss/cursor-skills. It costs 67 tokens per session (13,887 once invoked), scanned A, original, no licence file.

A benchmark for finding the highest sustainable requests-per-second rate of a large-language-model inference service while meeting a target for typical end-to-end latency.

In plain words
What is it for?
Use it for maximum-QPS benchmarks, latency-based performance tests, and optional serving or feature tuning on local OpenAI-compatible servers.
Why use it?
It helps identify the traffic limit that still meets the service's p50 latency objective instead of testing capacity without a latency constraint.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/saddss/cursor-skills/model-perf-binary-search
Any agent
npx skills add Saddss/cursor-skills --skill model-perf-binary-search
Clone the repo
git clone --depth 1 https://github.com/Saddss/cursor-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for model-perf-binary-search

README.md
[![agentmods](https://agentmods.dev/badge/skills/saddss/cursor-skills/model-perf-binary-search.svg)](https://agentmods.dev/skills/saddss/cursor-skills/model-perf-binary-search)
Your own site
<a href="https://agentmods.dev/skills/saddss/cursor-skills/model-perf-binary-search"><img src="https://agentmods.dev/badge/skills/saddss/cursor-skills/model-perf-binary-search.svg" alt="Measured on agentmods" height="20"></a>
Per session 67 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 13,887 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00067 $0.13887
Opus 5 $0.00034 $0.06943
Sonnet 5 $0.00013 $0.02777
Haiku 4.5 $0.00007 $0.01389

Measured 5d ago against content hash d14cc1f68ff4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

model-perf-binary-search scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

The scan reads SKILL.md. This mod also ships 8 executable files (scripts/analyze_rounds.py, scripts/bootstrap.sh, scripts/health_check.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

1. **Never judge liveness with a single short-timeout health poll.** A saturated-but-alive server is slow to answer `/v1/models` (or `/health`); a 5 s `curl` then times out and you wrongly conclude "server died mid-probe
skills/model-perf-binary-search/SKILL.md · 607 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 607 lines · 67 tokens per session scan A d14cc1f68ff4

Subscribe to this mod's changes

model-perf-binary-search is a skill published in the GitHub repository Saddss/cursor-skills (2 stars, last pushed 7d ago), with no licence file. It adds 67 tokens to every session and 13,887 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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