benchmark skills

610 tagged benchmark, measured the same way as everything else here.

Browse within: automatic 200continual-learning 200skill-generation 200skillsbench 197agent-evaluation 89ci 85llm-agents 84python-cli 83release-gate 83Evaluation 63LLM 61agent 53game-development 39harness 39

pawurb/hotpath-rs

Skill Claude Code

Build a Grafana dashboard JSON for a Rust project profiled with hotpath. Writes the dashboard file with context-aware panels (SQL and HTTP time per route, N+1 detection, memory and time per request, channel queues, lock contention, Tokio workers, per-thread CPU and allocations, profiling overhead) limited to what the…

not rated 1.9k +16 changed 4d ago A 109 tokens original MIT

benchflow-ai/skillsbench

Skill Claude CodeCodex

World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, real-time streaming, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, Flink, Kinesis, and modern data stack. Includes data modeling, pipeline orchestration, data quality, streaming quality…

not rated 1.9k +15 3d ago A SkillSpector: pass 100 tokens original Apache-2.0

ceo-setup

03

suyoumo/ClawProBench

Skill Claude CodeCodex

One-time onboarding for the executive/manager commitment workflow — delegation-heavy, meeting prep, decision capture, morning and evening digests. Creates a commitments project and installs two dashboard widgets. After successful setup this skill is excluded from selection until the marker file is deleted.

not rated 827 +3 1mo ago A SkillSpector: warn 60 tokens original Apache-2.0

independent-review

04

benchflow-ai/benchflow

Skill Claude CodeCodex

Incorporate feedback from an independent code reviewer to improve your solution. The reviewer is a different agent that analyzed your work.

not rated 354 +2 2d ago A SkillSpector: pass 29 tokens original Apache-2.0

gregs1104/pgbent

Skill Claude CodeCodex

Tune Matplotlib labels on pgbent PG18 charts: scatter point placement, horizontal bar value labels (inside bar with contrast color when they fit), overlap avoidance, and PNG regeneration. Use when fixing crowded scatter or bar labels, pg18-osm-power-.png, pg18-osm-relation-power.png, pg18-osm-relation-scatter.png…

not rated 268 yesterday A 89 tokens

arc-skill

06

pbshgthm/arc-skill

Skill Claude CodeCodex

Solve an interactive hidden-rule ARC-AGI-3 game from its game ID. Contains the complete playing doctrine (predict before every action, graded claims, one-page notes, optional executable-rules search) plus the arc harness the agent drives. Use whenever asked to solve, play, or continue an ARC-AGI-3 game.

not rated 90 1mo ago A 74 tokens

fuzzy-fund-search

07

cxcscmu/SkillLearnBench

Skill Claude CodeCodex

Fuzzy matching techniques for finding hedge funds by name when exact names are unknown.

not rated 88 +3 14d ago A SkillSpector: pass 21 tokens original MIT

spark-advisor

08

yaooqinn/spark-history-cli

Skill Claude CodeCodex

Diagnose, compare, and optimize Apache Spark applications and SQL queries using Spark History Server data. Use this skill whenever the user wants to understand why a Spark app is slow, compare two benchmark runs or TPC-DS results, find performance bottlenecks (skew, GC pressure, shuffle spill, straggler tasks), get…

not rated 30 6mo ago A 137 tokens original Apache-2.0

run-aeon-benchmark

10

AEON-7/Aeon-Bench-Pod

Skill Claude CodeCodex

Use when asked to run, benchmark, evaluate, or score an LLM with AEON Bench. You run the AEON Bench Pod on the user's machine, point it at a model, run the benchmark, and submit the signed result to the public leaderboard at aeon-bench.com. All work happens on the pod. The mothership only shows the board and accepts…

not rated 26 10d ago A 83 tokens original MIT

release-readiness

11

lizhiyao/oh-my-knowledge

Skill Claude CodeCodex

Release readiness reviewer that turns a skill folder into a visible Skill Map.

not rated 23 +1 today A 18 tokens original MIT

lexmount/browseruse-agent-bench

Skill Claude CodeCodex

Create and integrate new modular agents for browseruse-bench (BaseAgent in browserusebench/agents/, registry import in init.py, entry in configs/agentregistry.yaml, runtime config in root config.yaml agents section). Use when a user asks to add/register a new agent, scaffold a custom agent, or implement a new agent…

not rated 19 2mo ago A 79 tokens original Apache-2.0

belt

13

jfrog/agent-belt

Skill Claude CodeCodex needs its repo

Operate the belt CLI to evaluate headless coding agents (Claude Code, Cursor, Codex, Gemini, and others) end to end. Use when the user asks to write or run eval scenarios, compare agents, score outputs with rules or LLM judges, register a new agent adapter, interpret reports or benchmark cards, or set up evals in CI.…

not rated 19 9d ago A SkillSpector: pass 116 tokens original Apache-2.0

skill-evaluator

14

lanyasheng/skill-evaluator

Skill Claude CodeCodex

A tool for evaluating and improving other coding-agent skills through benchmarks, adversarial tests, and repeated improvement cycles.

not rated 12 6mo ago A 31 tokens

metrillm

15

MetriLLM/metrillm

Skill Claude Code

Find the best local LLM for your machine. Tests speed, quality and RAM fit, then tells you if a model is worth running on your hardware.

not rated 8 4mo ago A 35 tokens original Apache-2.0

pitlane-ai/pitlane

Skill Claude CodeCodex

Design and create pitlane eval benchmarks that measure whether an AI coding skill or MCP server actually improves assistant performance. Use when the user wants to test a skill, evaluate an MCP server, create a pitlane eval YAML, benchmark an AI assistant, or compare baseline vs challenger configurations. Covers eval…

not rated 7 3mo ago A 76 tokens

Yinzhanqing/embodied-eval-automation

Skill Codex

Plan, explain, build, run, monitor, validate, transfer, and audit reproducible embodied-model studies and batch episode collection. Use when a user wants to connect a local, SSH, or cloud GPU host; understand and compare a policy, VLA, world model, world-action model, or hybrid with a benchmark; discover and reuse…

not rated 5 2mo ago A 145 tokens original MIT

eco-max

19

sup3x/codex-eco

Skill Claude CodeCodex

Maximum-savings variant of eco - the same frugality rules with a tighter reply budget, for routine chores (rename, small fix, quick lookup, boilerplate). Prefer plain eco for hard or high-stakes work. Works in any language.

not rated 5 2mo ago A 53 tokens original MIT

dongsheng123132/2origin

Skill Claude CodeCodex

A local review tool for authorised DOCX files, which are Microsoft Word documents. It checks the document's ZIP and internal structure, applies limited textbook criteria, and exports a review package tied to file hashes.

not rated 5 1mo ago A 41 tokens

cosmergon

21

rkocosmergon/cosmergon-agent

Skill Claude CodeCodex

Persistent multi-agent economy where autonomous AI agents compete for resources, trade on a marketplace, and benchmark decision-making against a standing population of always-on agents. Invite other agents for energy rewards. Auto-registers — no API key needed.

not rated 4 changed 9d ago A 50 tokens original MIT

DanceNitra/agora

Skill Claude CodeCodex

Build a 2D dungeon game where AI agents cooperate, work on businesses, and an orchestrator (human) guides them — Phaser 3 + TypeScript + React + Node backend with LLM agents.

not rated 3 5d ago A 49 tokens original MIT

xorcise-playbooks

23

xorcise-ai/xorcise-skills

Skill Claude CodeCodex

Run a standardized XORCISE agent benchmark — pick a ready-made playbook (or build your own from existing missions), point it at any OpenHands-supported model(s), and get a polished eval-card HTML report of how each model performed across the missions. Warns you about cost before spending anything.

not rated 3 2mo ago B 66 tokens

using-shakespii

24

ai-creed/ai-shakespii

Skill Claude CodeCodex

Use when the user asks to lint, audit, test, benchmark, validate, or fix an agent skill — from a single SKILL.md frontmatter check to trigger-accuracy measurement or a corpus-wide audit of installed skills for duplication — driving the shakespii CLI (init, lint --json, test --run, bench) to resolve findings until…

not rated 2 3mo ago A 78 tokens original MIT

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