claude

ai-benchmark-expert

Benchmark LLMs the way serious leaderboards do: hand the SAME task to many providers and models as headless CLI subagents (Claude Code, Codex, Gemini CLI, OpenCode/MiniMax, mm-run or any command), run hidden deterministic checks in isolated workdirs, score the anonymised output with a blind LLM judge on an 8-dimension weighted rubric, and publish a single self-contained interactive HTML report — leaderboard with tiers, quality-vs-cost Pareto chart, efficiency bars, rubric heatmap, sortable table, per-run evidence, methodology — that you can share as one file. Methodology modelled on akitaonrails' LLM coding benchmark, BenchLM, the Open LLM Leaderboard, SWE-bench and Aider.

18 on GitHubv1.0.0MITupdated 28 days ago
/

Plugin ai-benchmark-expert from marketplace lemon-ai-hub in Andersonlimahw/lemon-ai-hub. Commands read from the repo's manifest — 28 days ago.

What it installs

Skills (1)

  • ai-benchmark-expert

    Benchmark LLMs by giving the SAME task to multiple providers and models as headless CLI subagents (Claude Code, Codex, Gemini CLI, OpenCode/MiniMax, mm-run or any command), scoring each with hidden deterministic checks plus a blind LLM judge on a weighted 8-dimension rubric, and publishing one self-

Subagents (1)

  • ai-benchmark-runner

    Runs an ai-benchmark-expert suite end to end — validates the suite, dry-runs the command matrix, executes the same task across every configured provider/model subagent, and returns the Markdown leaderboard plus the path of the interactive HTML report. Use when the user wants to benchmark or compare

View source on GitHub

More from Andersonlimahw/lemon-ai-hub

All 173 plugins →

AI-Native Squad — Spotify-model autonomous engineering team. 12 specialized agents (Tech Lead, Backend, Frontend, Mobile, UX, UI, Product, Scrum Master, DevOps, QA, Data, Security) with orchestrated collaboration, domain-specific skills, and cross-functional workflows. Based on the AI Native Developer methodology.

18 skills · 12 agents

18

Expert git plugin containing multiple skills for advanced version control, semantic commits, and bisect automation.

26 skills

18

gh-expert

claude

Expert GitHub CLI plugin containing multiple skills for PR management, issue tracking, and GitHub workflows automation.

19 skills

18

Ready-to-paste example prompts across fourteen tracks, including decision-native recipes for senior-prompt-engineer, skills-selector, smart-dispatch, and smart-sub-agents, plus typed decisions. Ships verifiable prompt templates, combination rules, anti-patterns, and a complete A-to-Z catalog index. Use when the user asks for examples, how to use or combine skills, portable subagent routing, or how to navigate the catalog with less cognitive load.

16 skills

18

Apple Store Connect API Expert Agent and Skills. Provides comprehensive tools and knowledge for interacting with the App Store Connect API, covering domains like TestFlight, In-app purchases, Subscriptions, App management, and Provisioning.

15 skills

18

Multi-harness CLI wrapper ecosystem. Claude Code = single source of truth. Wraps any external CLI (claude, gemini, codex, opencode, agy + extensible) so the AI harness can invoke it without context bloat. Includes per-CLI wrapper skills/agents, cross-harness symlink setup, and token metrics across the whole ecosystem.

7 skills · 5 agents

18

Similar plugins

Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).

39 skills

mattpocock/skills 323,108

superpowers

claudecodex

Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques

15 skills · hooks

obra/superpowers 316,836

nextjs

claude

Official Next.js skills: adopt and optimize Cache Components, adopt Partial Prefetching, and verify runtime behavior against a running dev server.

6 skills

vercel/next.js 143,495

Taste Skill

claudecodex

tasteskill 2.5.1: professional company websites at the figma.com and x.ai level, with one section per screen, real photographs, real product UI, effects kept for tech and gaming pages, and a real-browser checker and finish gate.

1 skill

Leonxlnx/taste-skill 114,391

5 skills + 35 modes + Material Passport pipeline. Includes v3.6.7 cross-model audit gate and v3.6.8 generator-evaluator contract.

5 skills · 16 commands · 4 agents · hooks

Imbad0202/academic-research-skills 56,698

obsidian

claude

Claude Skills for Obsidian

6 skills

kepano/obsidian-skills 51,587

Maintain ai-benchmark-expert?

This page updates itself from your repo. Add the badge to your README, or get it Featured to pin it above the organic results with a followed link to your site.

claude & codex plugins173 plugins