141 boosters for "framework" — AI-graded, open source, ready to install
Syncs OpenClaw framework, ClawHub, and Skills documentation into a local searchable mirror for the QMD memory backend, enabling AI agents to access fresh, precise references during coding tasks.
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 Windsurf prompt that guides Python code writing for QuantConnect's Lean options framework by eliminating unnecessary hasattr() checks. Useful for traders and algorithmic developers implementing option strategies.
Testing framework for MCP
Control Android devices via ADB commands to automate interactions like tapping, swiping, typing, and app navigation. Developers building Android automation tools, testing frameworks, or mobile CI/CD pipelines benefit from this skill.
A framework for transforming expert domain knowledge into production-ready AI skills by combining industry expertise with system-specific ontologies. Useful for teams building reliable, specialized AI assistants that need to work consistently across complex business processes.
Gonyx provides a curated Windsurf rules configuration for Go API development, pre-configuring build commands, dependencies (Gin, Fiber, GORM, gRPC), and best-practice libraries. Developers building Go APIs in Windsurf benefit from instant project scaffolding and consistent tooling setup.
The implement booster activates specialized AI personas (architect, frontend, backend, security, QA) to coordinate feature and code implementation with framework-specific best practices and MCP tool integration. It's designed for developers needing structured, multi-domain implementation workflows in Claude Code.
A comprehensive tutorial chapter teaching developers how to build and deploy intelligent AI agents with tool use and automation capabilities in AnythingLLM. Ideal for engineers looking to add autonomous workflows and function-calling to their self-hosted RAG systems.
A prompt-based ruleset for Cursor that applies negation and critical thinking techniques to enhance argumentation and collective decision-making. Useful for teams seeking to improve sense-making and governance processes through structured debate frameworks.
Skill-Based Agents provides documentation for 6 autonomous agent skills (archon-manager, framework-orchestrator, multi-agent-architect, codex-review-workflow, design-system-architect, security-architect) that handle strategic coordination, orchestration, and governance across projects. Developers building multi-agent systems or requiring automated governance workflows benefit from understanding these reusable agent patterns.
A system prompt that establishes a memory-bank framework for AI assistants to maintain project context, track work across development phases, and stay organized through structured file management and state tracking.
An agentic evaluation framework
Dux Lite provides a unified development ruleset for PHP backend, template, and controller code—enforcing naming conventions, parameter handling, and data output patterns. Teams using the Dux framework or similar PHP architectures benefit from standardized practices that improve readability and maintainability.
AgentAsJudge is an agentic evaluation framework that enables AI systems to critically review educational introductions by validating them against specified quality metrics and providing constructive feedback. It benefits educators, instructional designers, and developers building AI-assisted learning platforms who need reliable, fair assessment of educational content.
A specialized documentation agent for the Statifier SCXML library that leverages the Diataxis framework to create and manage tutorials, guides, references, and explanations. Ideal for developers maintaining technical documentation or building documentation systems for state machine libraries.
Agent-studio provides structured self-reflection patterns to help AI agents validate their reasoning and decisions. It's useful for developers building agent systems who need built-in verification and structured thinking frameworks.
A team knowledgebase framework for Windsurf that establishes standardized directory structures and rules for organizing projects, people, and questions. Teams benefit from consistent knowledge management and LLM-friendly project context.
MyWebApiToolbox provides GitHub Copilot with structured guidelines for reviewing and developing Web API projects using C# and Entity Framework Core, ensuring consistent code quality and modern practices. Developers building .NET APIs benefit from automated, intelligent code suggestions aligned with enterprise standards.
A Cursor agent that applies cognitive psychology principles (CBT, NVC) to help developers process emotions, manage stress, and resolve conflicts through structured analytical frameworks. Ideal for developers seeking psychological support integrated into their IDE workflow.
Markdown Agents is a framework for defining AI agents using simple markdown files with YAML frontmatter, enabling version-controlled, portable agent configuration across Claude Code and Desktop. Developers benefit from reduced cognitive load, git-native memory tracking, and predictive AI collaboration without session amnesia.
Lár Windsurf Rules is a cursor ruleset that guides developers in building graph-based AI agents using the Lár framework with strict typing, explicit node linking, and auditable patterns. It benefits developers building complex, self-correcting agentic systems who need clear structural guidelines.
A comprehensive developer tools hub that guides developers through debugging, code review, refactoring, git operations, and quality checks using Socratic questioning and specialized agents. Ideal for developers seeking structured, educational support across the entire development workflow.
A comprehensive Copilot prompt that configures an AI assistant with Laravel SAAS stack expertise, including specific package versions and development conventions to guide code generation and architectural decisions. Ideal for Laravel developers building SaaS applications who want consistent, framework-aligned AI assistance.
