Research and Audits

Post-hoc analysis tool for validating Claude Code session behavior against SKILL.md specifications.

Flash Attention provides 2-4x speedup and 10-20x memory reduction for transformer attention through IO-aware tiling and recomputation.

Source details, install context, and public review data are available on the full page.

Source details, install context, and public review data are available on the full page.

Quality system accountability, management review leadership, and regulatory compliance oversight per ISO 13485 Clause 5.5.2 requirements.

TransformerLens is the de facto standard library for mechanistic interpretability research on GPT-style language models. Created by Neel Nanda and maintained by Bryce Meyer, it provides clean interfaces to inspect and manipulate model internals via HookPoints on every activation.

The onchain agent messaging layer on the Base blockchain.

ISO 13485 internal audit methodology for medical device quality management systems.

OPC (Orchestrated Parallel Claude) extends Claude Code - it does NOT replace it.

Generate a comprehensive, investor-ready business case document covering market opportunity, solution, competitive landscape, financial projections, team, risks, and funding ask for startup fundraising and strategic planning.

Comprehensive SEO analysis and optimization for content creators and marketers.

Comprehensive performance optimization guide for Expo React Native applications. Contains 54 rules across 9 categories, prioritized by impact to guide automated refactoring and code generation.

Review and fix Kotlin Coroutines issues in Android codebases by applying structured concurrency, lifecycle safety, proper scoping, and modern best practices with minimal behavior changes.

Skill for managing and interacting with Model Context Protocol (MCP) servers.

Safe migrations for frameworks, languages, and infrastructure.

Full 5-layer analysis of a specific function. Use when debugging or deeply understanding code.

Maps questions to the optimal tldr command. Use this to pick the right layer.

Note: The current year is 2025. When validating tech choices, check against 2024-2025 best practices.

Complete reference for running Agentica SDK with a local Claude proxy. This enables Python agents to use Claude CLI as their inference backend.

OpenAI's model that understands images from natural language.

Encode and decode Swift types using Codable ( Encodable & Decodable ) with JSONEncoder , JSONDecoder , and related APIs. Targets Swift 6.2 / iOS 26+.

SAELens is the primary library for training and analyzing Sparse Autoencoders (SAEs) - a technique for decomposing polysemantic neural network activations into sparse, interpretable features. Based on Anthropic's groundbreaking research on monosemanticity.

Orchestrate TDD migrations with agents doing all work. Main context stays clean.

Source details, install context, and public review data are available on the full page.