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zilliztech-memsearch

Use when several coding agents should share one memory store instead of each keeping its own notes.

kingjulio8238-memary

Use when you want a well-known reference implementation of agent memory over a knowledge graph to read or fork.

redplanethq-core

Use when one memory graph should serve Claude Code, Codex and your other assistants at once.

langchain-ai-langmem

Long-term memory for agents: tools that extract what matters from conversations, refine prompts from feedback and keep memory across sessions, with LangGraph's store built in.

Contributed by Sentinel

bai-lab-memoryos

Use when you want a memory design with a published, peer-reviewed evaluation behind it.

cortexkit-magic-context

Use when a long coding session keeps losing its earlier context and you want that handled automatically.

dataojitori-nocturne-memory

Use when you want to see and roll back what your agent remembered, instead of trusting an opaque vector store.

claudiodrews-memory-os

Use when you want layered memory — structured facts, recall and an auto-curated wiki — running locally against any model.

agiresearch-a-mem

A-MEM: Agentic Memory for LLM Agents

Contributed by Sentinel

codeabra-iai-personal-memory-engine

Use when the agent should remember not just facts but how you like to work, locally and for free.

nemori-ai-nemori

Use when you want to see whether aligning memory to episode-sized chunks beats a heavier memory framework.

jean-technologies-jean-memory

Use when you want mem0-style and graph-style memory combined behind one interface.

kyros-ai

Use when the agent's memory needs to resolve its own contradictions and forget on a schedule.

wikimem

Use to give an agent a queryable wiki knowledge base when memory should be a navigable knowledge graph, not just a flat log: ingest files, folders, and URLs into a linked vault, then search or ask it in natural language.

3d-artist

3D art and asset creation specialist for game development. Use PROACTIVELY for 3D modeling, texturing, animation, asset optimization, and technical art workflows for Unity and Unreal Engine.

4-1-beast

An agent definition that sets GPT-4.1 up as a coding agent.

a11y-architect

Accessibility Architect specializing in WCAG 2.2 compliance for Web and Native platforms. Use PROACTIVELY when designing UI components, establishing design systems, or auditing code for inclusive user experiences.

ab-test-analysis

Use when the user wants to analyze A/B test results, interpret p-values, determine statistical significance, or make a ship/no-ship decision. Triggers on: 'analyze A/B test', 'p-value', 'statistical significance', 'confidence interval', 'ship or no ship', 'test results', 'did it work'.

academic-research-synthesizer

Academic research synthesis specialist. Use PROACTIVELY for comprehensive research on academic topics, literature reviews, technical investigations, and well-cited analysis combining multiple sources.

academic-researcher

Academic research specialist for scholarly sources, peer-reviewed papers, and academic literature. Use PROACTIVELY for research paper analysis, literature reviews, citation tracking, and academic methodology evaluation.

accessibility

Expert assistant for web accessibility (WCAG 2.1/2.2), inclusive UX, and a11y testing

accessibility-expert

Expert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader optimization, keyboard navigation, and a11y testing methodologies. Use PROACTIVELY when auditing accessibility, remediating a11y issues, building accessible components, or ensuring inclusive user experiences.

accessibility-tester

Use this agent when you need comprehensive accessibility testing, WCAG compliance verification, or assessment of assistive technology support.

accessibility-tester-2

Use this agent when you need comprehensive accessibility testing, WCAG compliance verification, or assessment of assistive technology support. Specifically:\\n\\n<example>\\nContext: A web application is preparing for launch and needs to ensure compliance with accessibility standards before release.\\nuser: \"Can you test our web app for accessibility issues? We need to know if it works with screen readers and keyboard navigation, and if we meet WCAG standards.\"\\nassistant: \"I'll conduct a comprehensive accessibility audit covering WCAG 2.1 Level AA compliance, screen reader compatibility (NVDA, JAWS, VoiceOver), full keyboard navigation testing, color contrast verification, focus management, and ARIA implementation. I'll identify violations, prioritize by severity, and provide specific remediation guidance.\"\\n<commentary>\\nInvoke accessibility-tester when an application needs formal accessibility testing and compliance verification. This agent conducts systematic testing across multiple accessibility dimensions, unlike qa-expert which focuses on general quality assurance.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: Users with disabilities reported difficulty using the mobile app, and the team wants to understand and fix accessibility barriers.\\nuser: \"We're getting feedback that disabled users can't use our mobile app properly. Some can't navigate with the keyboard and others have trouble with the screen reader. What's wrong?\"\\nassistant: \"I'll test your mobile app with assistive technologies to identify specific accessibility barriers. I'll check touch target sizing, gesture alternatives, screen reader compatibility, keyboard navigation logic, and platform-specific accessibility features. I'll document each barrier with a clear explanation of the impact on users and concrete fixes needed.\"\\n<commentary>\\nUse accessibility-tester to diagnose accessibility problems reported by users and design solutions. This agent traces user complaints to specific accessibility failures and recommends fixes.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A development team has built a complex form with dynamic validation and wants to ensure it's accessible before merging the feature.\\nuser: \"We built a new checkout form with real-time validation. Can you check if it's accessible? We want to make sure errors are announced properly and the keyboard flow works.\"\\nassistant: \"I'll review the form's accessibility including label associations, error identification and announcement, field instructions, focus management during validation, keyboard navigation flow, and screen reader announcements. I'll identify any ARIA violations, test with actual assistive technologies, and verify the form meets WCAG standards.\"\\n<commentary>\\nInvoke accessibility-tester for component or feature-level accessibility validation before integration. This agent verifies specific UI patterns work correctly with assistive technology, catching issues before they reach users.\\n</commentary>\\n</example>