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LLM Agent Evaluation

agent-evaluation

sickn33/antigravity-awesome-skills

Evaluates LLM agents via behavioral contracts, statistical analysis, and adversarial scenarios to catch production risks beyond benchmark accuracy.

Autonomous Agent Platform

Orchestra-Research/AI-Research-SKILLs

AutoGPT is an autonomous AI agent platform that lets teams visually design, deploy, and run persistent multi-step agents with triggers, integrations, and benchmark tooling when building continuous automation.

Autonomous Agent Platform

Orchestra-Research/AI-Research-SKILLs

AutoGPT is an autonomous AI agent platform that lets teams visually design, deploy, and run persistent multi-step agents with triggers, integrations, and benchmark tooling when building continuous automation.

AWS Compliance Validator

aws-compliance-checker

sickn33/antigravity-awesome-skills

Automates AWS compliance validation against benchmarks such as CIS AWS Foundations, PCI-DSS, HIPAA, and SOC 2, helping teams prepare for audits or maintain continuous monitoring.

LLM Evaluation Harness

evaluating-llms-harness

Orchestra-Research/AI-Research-SKILLs

Runs lm-evaluation-harness across 60+ academic benchmarks such as MMLU, HumanEval, GSM8K, TruthfulQA, and HellaSwag to benchmark HuggingFace/vLLM/API models, compare variants, track training checkpoints, and save standardized reports for research labs.

KlingAI Performance Tuning

klingai-performance-tuning

jeremylongshore/claude-code-plugins-plus-skills

Optimize Kling AI for faster generations, higher output quality, and lower costs by benchmarking current behavior, identifying bottlenecks, applying targeted improvements, and validating gains with after-action measurements.

LLM Evaluation Toolkit

sickn33/antigravity-awesome-skills

Guides comprehensive evaluation of LLM applications with automated metrics, human reviews, and LLM-as-judge patterns to benchmark prompts, detect regressions, and validate deployments.

Model Merging Techniques

Orchestra-Research/AI-Research-SKILLs

Utilize Mergekit to merge multiple fine-tuned models via SLERP, TIES, DARE, Task Arithmetic, and linear merging; perfect for preserving diverse domain skills, improving benchmark performance, and experimenting with new combinations without retraining.

NeMo LLM Benchmark Evaluator

nemo-evaluator-sdk

Orchestra-Research/AI-Research-SKILLs

NeMo Evaluator SDK runs containerized, enterprise-grade evaluations across 100+ benchmarks and 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution on Docker, Slurm HPC, or cloud platforms for reproducible LLM insights.

Hugging Face Evaluation

hugging-face-evaluation

sickn33/antigravity-awesome-skills

Manage and enrich Hugging Face model cards with structured evaluation results by extracting README tables, importing Artificial Analysis benchmarks, and running custom vLLM/lighteval evaluations, all while generating model-index metadata for HF workflows.

Robotics Idea Discovery

idea-discovery-robot

wanshuiyin/Auto-claude-code-research-in-sleep

Automates robotics-tailored idea discovery, chaining literature survey, robotics-framed ideation, novelty filtering, and reviewer critique to turn high-level directions into sim-first, benchmark-grounded research plans.

Cosmos Policy Evaluation

evaluating-cosmos-policy

Orchestra-Research/AI-Research-SKILLs

Provides the workflow to run NVIDIA Cosmos Policy evaluations on the LIBERO and RoboCasa benchmarks, covering headless EGL rendering, smoke and full runs, and inference latency profiling for robot manipulation scenarios.

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