152 boosters for "analysis" — AI-graded, open source, ready to install
A code review agent that delivers direct, pragmatic feedback using Linus Torvalds' philosophy and a structured 5-layer analysis framework, helping developers improve code quality through data structures, logic flow, performance, and maintainability.
A structured prompt booster for Windsurf that establishes best practices for agentic workflows, covering instruction handling, task analysis, implementation verification, and a complete tech stack (Next.js, Payload CMS, TypeScript). It helps developers build reliable AI-powered applications with clear guidelines and quality standards.
A comprehensive Figma MCP system prompt that enables AI development tools (Claude, Cursor, Windsurf) to automatically extract design systems, components, and pixel-perfect code directly from Figma designs. Developers using design-to-code workflows benefit from automated analysis without manual extraction.
Ed is a theoretical physicist agent that provides analytical solutions to complex physics problems using pen-and-paper methods, scaling arguments, and exactly solvable models across condensed matter, high energy physics, relativity, and related domains. Developers and researchers working on physics simulations, educational tools, and scientific computing will benefit from its rigorous analytical approach.
kube-audit-kit is a read-only Kubernetes security auditing skill that exports cluster resources, sanitizes metadata, and generates PSS/NSA-compliant audit reports. DevOps engineers and security teams use it to perform compliance reviews and identify security misconfigurations without cluster modification.
Matchms is a Python library for mass spectrometry data processing, enabling researchers to load spectral data from multiple formats, standardize metadata, calculate spectral similarities, and identify compounds for metabolomics workflows.
Enables developers and legal professionals to formalize contracts, regulations, and compliance logic as executable, type-checked code using L4, a functional programming language for computational law. Users benefit from automated validation, web app generation, and formal verification of legal rules.
spec-gen automates the reverse-engineering of codebases into structured OpenSpec specifications through LLM-powered static analysis, enabling developers to maintain accurate, living documentation that reflects actual code behavior rather than intent.
A system prompt that transforms Claude into 'Madsa', a data science assistant that converts natural language requests into concise, executable Python code for pandas DataFrame analysis. Ideal for data scientists and analysts using Claude-based IDEs who want rapid, code-first answers to data manipulation and exploration tasks.
ultraplan is a CLI tool that records multi-modal context (audio, screenshots, clipboard, keystrokes) from work sessions and converts them into detailed prompts for Claude analysis. Developers and researchers benefit by capturing complete context from meetings, debugging, or research workflows for later AI-assisted analysis.
A structured three-stage workflow booster for mathematical modeling competitions (CUMCM, MCM/ICM) that guides users through problem analysis, code implementation, and academic paper writing. Ideal for students and professionals tackling mathematical modeling challenges.
CurlsBotSite is a Cursor rules booster for a Next.js haircare ingredient analyzer app, providing project-specific coding standards and architecture guidelines for TypeScript/React development. It benefits developers working on this specific project who need consistent style, testing, and library usage patterns.
A CLI tool for orchestrating AI agents at scale to analyze code repositories, manage GitHub collaborators, and conduct bulk research across multiple data sources including Notion and CSV. Ideal for developers and teams automating large-scale code analysis, data processing, and repository management tasks.
Provide AI-powered real-time analysis and intelligence on NPM packages, including security, depend…
Cocode provides GitHub Copilot users with comprehensive coding standards and best practices guidance, covering type hints, Pydantic models, documentation, and error handling to enforce consistent code quality across teams.
An MCP server that integrates Audiense audience intelligence into Claude, enabling marketers and analysts to access demographic, cultural, and engagement insights directly within conversations. Ideal for marketing professionals, social media strategists, and data analysts who need real-time audience analytics.
Cocode is a Windsurf rules booster that provides guidelines for writing and editing Pipelex pipelines, covering file naming, structure, and best practices for code repository analysis workflows.
Autarch Agent System is a multi-agent architecture that orchestrates AI workflows across scoping, research, planning, execution, and review stages, enabling developers to leverage AI for structured, traceable code generation and codebase analysis at scale.
MCP server integration for IPLocate.io that enables IP geolocation, network information lookup, and threat/VPN detection within Claude desktop and code environments. Developers building security tools, location-based services, or threat analysis systems would benefit from direct API access.
Deep Research is an advanced web research booster using Graph-of-Thoughts methodology to investigate fast-changing topics through hypothesis testing, source triangulation, and multi-tier analysis. It's designed for users and developers needing rigorous, current information on evolving subjects.
ICS is an interactive context file editor for Claude Code that provides templating, vim mode, and semantic analysis capabilities to help developers efficiently manage and organize project context. It benefits developers using Claude Code who need structured ways to maintain and edit context files for AI-assisted coding workflows.
ObsPy booster enables seismic data processing, waveform analysis, and earthquake research by providing access to read multiple seismic formats, fetch FDSN data, and perform signal processing tasks. Geoscientists, seismologists, and geophysics researchers benefit from streamlined earthquake data workflows.
Magnetotelluric data processing and modelling. Read EDI files, analyze MT responses, perform inversions, and visualize resistivity models. Use when Claude needs to: (1) Read/write EDI files, (2) Process MT impedance tensors, (3) Analyze phase tensors and dimensionality, (4) Plot apparent resistivity and phase curves, (5) Create pseudosections, (6) Perform strike analysis, (7) Run 1D inversions, (8) Prepare data for 2D/3D modelling.
Enables Claude to compute surface wave dispersion curves for layered Earth models using the Thomson-Haskell matrix method, essential for seismic wave analysis and geophysical inversion workflows. Geophysicists and seismologists benefit from automated dispersion modeling for tomography and Earth structure studies.
