benchmarking skills

57 tagged benchmarking, measured the same way as everything else here.

Browse within: Evaluation 38claude-code-plugin 34HumanEval 24LLM 20algorithmic-efficiency 17claude-plugin 17business-consulting 16claude-cowork 16strategy-consulting 16MMLU 153d 12blender 12Academic Benchmarks 9BigCode 9

benchmark-radar

01

ktwu01/benchmark-radar

Skill Codex

Find, inspect, and check AI benchmark records with the Benchmark Radar CLI. Use when a request needs benchmark discovery, details, recent Radar evidence, or local data health; do not assume why the user needs the results.

not rated 295 +5 changed 9d ago A SkillSpector: pass 48 tokens original MIT

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 today A 89 tokens

hegelion

03

Hmbown/Hegelion

Skill Claude CodeCodex

Dialectical reasoning and autocoding via Hegelion MCP tools.

not rated 173 7mo ago A 17 tokens original MIT

ifBars/blender-agent-studio

Skill Codex

Route Blender asset creation, refinement, procedural systems, rendering, simulations, characters, validation, animation, MCP integration, and agent benchmarking work to the appropriate Blender Agent Studio workflow. Use when an agent needs an end-to-end Blender workflow or when the correct specialist skill is not yet…

not rated 82 +10 changed 16d ago A 63 tokens original MIT

h100-triton-rmsnorm

05

patrick-toulme/harnessgym

Skill Claude CodeCodex needs its repo

Use for the H100 Triton fused RMSNorm + SiLU gate optimization task. Provides the workflow and MCP tooling for objective runs, rollback-safe config sweeps, source diagnostics, benchmark history, and final held-out verification.

not rated 44 +2 3mo ago A 53 tokens original Apache-2.0

sota-scan

06

MerlijnW70/sota-scan

Skill Claude CodeCodex

Benchmark the current repo against the state of the art by scanning real online repos (GitHub and the wider web) in the same domain, then produce a cited capability matrix and a ranked, repo-grounded gap list. Use when the user asks "is our X top-tier", "what are we missing", "compare us to the best", "study online…

not rated 43 3mo ago A 89 tokens original MIT

cultivar

07

pinecone-io/cultivar

Skill Claude CodeCodex

Drive the cultivar CLI to test whether an agent skill improves behavior — scaffold tasks, run with/without the skill across Claude/Copilot/Gemini (locally or on Modal), grade against a rubric, and read the results.

not rated 42 changed 6d ago A SkillSpector: pass 50 tokens original MIT

dotnet-performance

08

wieslawsoltes/Performance-Skill

Skill Claude CodeCodex

Evidence-first performance engineering workflow for coding agents combining portable .NET diagnostics with platform-native profiling, BenchmarkDotNet, application benchmarking, statistical validation, deployment, container, graphics, and GPU procedures.

not rated 36 2mo ago A 42 tokens original MIT

null-epoch

09

Firespawn-Studios/tne-sdk

Skill Claude CodeCodex

Play The Null Epoch, a persistent AI agent MMO. Use when the user wants to connect an agent to Null Epoch, check game state, submit actions, play the game, or interact with the Null Epoch API. Handles authentication, state polling, action submission, and survival strategy for the Sundered Grid. Do NOT use for general…

not rated 13 4mo ago A 78 tokens original MIT

fusion-engine

10

luckeyfaraday/fusion-engine

Skill Claude CodeCodex

Run a single prompt across multiple LLMs in parallel via OpenRouter, then synthesize their responses into one answer with a judge model. Use when the user wants multi-model fusion, ensemble LLM queries, parallel model comparison, or a second opinion across providers.

not rated 12 3mo ago A 56 tokens original MIT

if

11

agent-axiom/laconian

Skill Claude CodeCodex

Use when the user explicitly invokes the if skill or asks for a concise, laconic, no-fluff, or to-the-point answer. Do not trigger on the ordinary word or programming keyword if. Detailed, step-by-step, exhaustive, educational, or fixed-length requests activate only when they also include an explicit invocation or…

not rated 9 28d ago A 73 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

mlx-model-porting

13

Amal-David/mlx-porting-skill

Skill Claude CodeCodex needs its repo

Guides and validates architecture-aware ports of PyTorch/Hugging Face models to Apple MLX, inspects existing local MLX projects, and plans evidence-gated optimizations for Apple Silicon. Use when the user asks to run, port, convert, inspect, quantize, benchmark, or fix a model (LLM, VLM, audio/TTS/ASR, diffusion, SSM…

not rated 5 yesterday A SkillSpector: pass 244 tokens original Apache-2.0

modelport-skill

14

forkadarshp/MPort

Skill Codex

Use when the user asks to migrate, upgrade, or port prompts, agents, tools, or codebases from one LLM model or provider version to another. Also use when auditing or continuing migration work started by another agent. Covers API calls, prompt assets, agent configs, tool definitions, tests, docs, runtime settings…

not rated 4 6d ago A 104 tokens original MIT

caveman_source

15

tommy29tmar/hewn

Skill Claude CodeCodex

Source: https://github.com/juliusbrussee/caveman Commit: 84cc3c14fa1e10182adaced856e003406ccd250d Path: skills/caveman/SKILL.md SHA256: f9c83a2b20fc3b3503af9d1ae1cf2098c9f8c3d326c203c236b160ebe81ac8f0 License: see Caveman repo LICENSE.

not rated 2 4mo ago A 0 tokens copy · 89% MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: