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Code Model Evaluation and Benchmarking

evaluating-code-models

Orchestra-Research/AI-Research-SKILLs

A comprehensive toolkit for evaluating the performance of code generation models. It supports benchmarking against industry standards like HumanEval, MBPP, and MultiPL-E across multiple languages. Use this tool to quantitatively compare different LLM coding abilities and measure code synthesis quality using pass@k metrics.

LLM Evaluation Harness

evaluating-llms-harness

Orchestra-Research/AI-Research-SKILLs

Evaluates large language models across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag) with standardized prompts and metrics, making it easy to benchmark HuggingFace or API models, compare releases, and track training progress.

Machine Learning Model Evaluation

evaluating-machine-learning-models

jeremylongshore/claude-code-plugins-plus-skills

Provides detailed evaluation of machine learning models using plugin metrics to assess accuracy, precision, recall, F1, and other key indicators, helping users compare models and validate performance before deployment.

Event Sourcing Architect

event-sourcing-architect

sickn33/antigravity-awesome-skills

Guides teams building event-sourced and CQRS systems by defining immutable events, projection workflows, and sagas so you can meet audit-trail, temporal-query, and eventual-consistency goals in complex domains.

Evernote Cost Tuning

evernote-cost-tuning

jeremylongshore/claude-code-plugins-plus-skills

Provides steps to monitor Evernote quotas, clean storage, optimize uploads, and alert on limits to keep API costs and resource usage sustainable.

Evernote Deployment Integration

evernote-deploy-integration

jeremylongshore/claude-code-plugins-plus-skills

Guides teams through deploying Evernote integrations across cloud platforms, containers, and serverless environments, covering Docker, AWS, Google Cloud Run, GitHub Actions, Kubernetes, and verification steps for production releases.

Evernote Incident Runbook

evernote-incident-runbook

jeremylongshore/claude-code-plugins-plus-skills

Guide for managing Evernote integration incidents, covering outages, auth failures, and data issues with monitoring prerequisites, diagnostics, mitigation steps, and communication templates.

Evernote Reference Architecture

evernote-reference-architecture

jeremylongshore/claude-code-plugins-plus-skills

Offers production-ready reference architecture patterns for designing scalable, maintainable Evernote integrations, including microservices layout, cloud setups, messaging, caching, implementation steps, and scaling guidance.

Evernote Webhook Events

evernote-webhooks-events

jeremylongshore/claude-code-plugins-plus-skills

Implements Evernote webhook notifications and sync event handling so you can detect note changes, respond to real-time updates, and manage fallback polling when notifications fail.

Exa Architecture Variants

exa-architecture-variants

jeremylongshore/claude-code-plugins-plus-skills

Guides teams through choosing and implementing validated Exa deployment architectures—from direct search to cached semantic layers and RAG pipelines—so integrations scale from simple apps to high-query, AI-enhanced solutions.

Exa Common Error Guide

exa-common-errors

jeremylongshore/claude-code-plugins-plus-skills

Diagnose and resolve the most frequent Exa SDK errors, including authentication failures, rate limits, and timeouts; follow step-by-step fixes, diagnostics, and escalation tips when integrations misbehave.

Exa Core Workflow

exa-core-workflow-a

jeremylongshore/claude-code-plugins-plus-skills

Defines the primary Exa Core Workflow A for implementing the main use case, running core feature integrations, and handling the expected API output, manual steps, and error guidelines.

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