Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

Automate Aeroleads tasks via Rube MCP (Composio). Always search tools first for current schemas.

Builds a numbered, categorized concept catalogue from the talk summary and timeline, scoring each concept HIGH / MEDIUM / LOW for talk potential with optional repo enrichment. Use when you need a structured inventory of concepts before choosing a talk angle, or when assessing which ideas have the strongest presentation potential.

Control Sonos speakers (discover/status/play/volume/group).

Control Sonos speakers (discover/status/play/volume/group).

Control Sonos speakers (discover/status/play/volume/group).

Deploy Dojo worlds to local Katana, testnet, or mainnet. Configure Katana sequencer and manage deployments with sozo. Use when deploying your game or starting local development environment.

Integrate Dojo with game clients for JavaScript, Unity, Unreal, Rust, and other platforms. Generate typed bindings and connection code. Use when connecting frontends or game engines to your Dojo world.

PlaywrightでScrapbox/Cosenseのページを読み書き（非公開はconnect.sid）。ページ本文の取得・一覧取得・末尾追記をCLIで行う時に使う。

Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

Make validation enforced or advisory, via the platform-Space + Filter + TriggerFilterID pattern — Triggers that attach a blocking ApplyGate, or a non-blocking ApplyWarning (--warn), when validation fails. Use for "block bad config from being deployed", "wire up schema validation", "enforce a policy", "warn but don't block", "why is this Unit blocked?", "what warnings does this Unit have?". Not for one-off validator runs (use cub-mutate).

Build UI pages and extensions for Falcon Foundry apps using React or Vue with the Shoelace design system and Foundry-JS. TRIGGER when user asks to "create a UI page", "build a UI extension", "add a Shoelace component", "call an API from the UI", runs `foundry ui pages create` or `foundry ui run`, or needs help with Vite config, Foundry-JS, or Falcon console theming. DO NOT TRIGGER for backend functions, workflow YAML, or collection schemas.

Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.

Interprets Culture Index (CI) surveys, behavioral profiles, and personality assessment data. Supports individual profile interpretation, team composition analysis (gas/brake/glue), burnout detection, profile comparison, hiring profiles, manager coaching, interview transcript analysis for trait prediction, candidate debrief, onboarding planning, and conflict mediation. Accepts extracted JSON or PDF input via OpenCV extraction script.

Scan all project dependencies for known vulnerabilities using Software Composition Analysis. Use when the user says "scan my dependencies", "SCA scan", "vulnerable dependencies", "endor sca", "what's wrong with my deps", or wants a focused dependency vulnerability report with direct vs transitive breakdown. Do NOT use for checking a single package (/endor-check), SAST code scanning (/endor-sast), or quick full scan (/endor-scan).

Create and manage Endor Labs security policies for automated enforcement. Use when the user says "create a policy", "block critical vulns", "endor policy", "security gate", "enforcement rules", "exception policy", or wants to define rules for blocking PRs, requiring reviews, or enforcing security standards. Do NOT use for one-time PR review (/endor-review) or viewing findings (/endor-findings).

Fast security scan of the current repository using Endor Labs. Use when the user says "scan my code", "quick scan", "endor scan", "scan this repo", "run a security scan", or wants a rapid overview of vulnerabilities, secrets, and SAST issues. Also handles incremental PR scans when user mentions "just my changes" or "PR scan". Do NOT use for deep reachability analysis (/endor-scan-full) or checking a single package (/endor-check).