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Guide for setting up and using the AgenticX memory system including Mem0 integration, long-term memory, context management, and memory-enhanced agents. Use when the user wants to add memory to agents, persist conversation history, build memory-aware workflows, or integrate with Mem0 for long-term recall.

Guide for creating custom tools in AgenticX, covering function decorator tools, MCP tool integration, tool registries, and remote tool access. Use this when you want to create tools for agents, integrate external APIs, build MCP servers, or extend agent capabilities with custom functions.

ALWAYS-ON universal skill router for every project and every message. Classifies user intent, resolves duplicate skills to the best variant, chains multi-skill workflows in correct order, and discovers missing skills online. Ensures no relevant skill is ever skipped. Complements superpowers:using-superpowers with concrete routing logic, dedup rules, and discovery.

Generates a pair of AI image prompts (white + black background) ready for alpha extraction. Use when the user wants to create an image with transparency using the extract-alpha workflow.

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with Protocols.io/Jupyter/REDCap, for programmatic ELN workflows.

Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative prot

Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For multi-vendor automation or broader equipment control use pylabrobot.

Vendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, plate readers, pumps) or needing unified programming across different vendors. Best for complex workflows, multi-vendor setups, simulation. For Opentrons-only protocols with official API, opentrons-integration may be simpler.

Use when reviewing AI-generated code, apps, workflows, skills, PRDs, GitHub repos, or automation outputs before accepting or publishing them. Trigger this whenever the user asks whether an agent's work is actually usable, complete, safe, non-hallucinated, or ready to merge.

Install this skill set to draft, rewrite, audit, and refine text through a specific writing persona using a multi-pass workflow. Handles both short text and long-form documents.

Use when converting a rough product, workflow, agent, skill, or developer tool idea into a lean PRD with scope, user stories, acceptance criteria, and launch plan.