MANDATORY for ALL MCP server work - mcp-use framework best practices and patterns. READ THIS FIRST before any MCP server work…
Run improvement rounds on the current project/work — each round finds the single highest-value change, makes it, proves it's actually…
Audit any Hermes agent setup — crons, profiles, A2A meshes, workflows — and propose improvements in a visual HTML report.
Find architectural friction in a codebase and propose deepening opportunities.
Smooth down the visual design and motion of an existing UI — refine the animations, transitions, easing, timing, spacing, alignment…
Analyze and improve existing documentation using Diataxis principles
Use when SDK methods have auto-generated names like GetApiV1Users, or wanting `sdk.users.list()` style naming
Make the app or code measurably faster — UI responsiveness and jank, startup time, request latency, throughput, memory.
Give the user a curated list of IDEAS for the project — things to improve, bugs or weaknesses worth fixing, features that could be freshly…
Use when editing, reviewing, or auditing DRF viewsets and serializers in PostHog.
Run an improve-my-MCP campaign: an autoresearch-style loop that measures the MCP agent experience with the eval harness, picks the…
iMessage/SMS CLI for listing chats, history, and sending messages via Messages.app.
Manage imweb e-commerce sites, products, orders, and members through a specialized AI-powered CLI interface.
Library of in-product message patterns, triggers, and targeting rules.
Use when the user wants to add in-app purchases, implement StoreKit 2, or set up subscriptions.
In-app support for agentic development of Uno Platform apps.
Help the user set up Fedify inbox listeners for handling incoming ActivityPub activities. Use when the user needs to handle Follow, Like, Announce, Create, Undo, or other activity types delivered to their inbox.
Email triage system that handles both one-time setup and recurring triage in a single skill.
Process all notes in 00-Inbox/: scan, classify by content, route to correct vault location, update MOCs, extract action items, and…
Generate a single-page incentive-design tear sheet for one public company from Verity (InsiderScore) compensation data.