ai-toolkit

Repo-level utility for creating new agents, skills, and validating plugin structure. Not a marketplace plugin — internal tool for maintaining the AI Toolkit repository. Parses natural language input to determine intent and delegates to the appropriate workflow.

IRIS Health Research skill. USE WHEN investigating healthcare, medical, clinical, pharmaceutical, public health, epidemiological, or any health-related topic. Guides users through defining a health research topic and launching a multi-agent investigation with 25 specialized healthcare research agents. Enforces strict evidence-based guardrails with verified sources only.

IRIS Research router. USE WHEN the user wants to research or investigate ANY topic. Analyzes the topic, determines the appropriate domain (tech or health), and delegates to the correct domain-specific skill. For learning/educational content, redirects to /iris:teach. Users can also go directly to /iris:tech or /iris:health.

IRIS Teach skill. USE WHEN the user wants to learn about a topic or generate educational material. Guides users through defining a topic, configuring learning parameters (level, audience, style), and launching 6 specialized pedagogical agents to create adaptive educational content. Independent from the research router.

IRIS Tech Research skill. USE WHEN investigating software, libraries, CLIs, APIs, frameworks, DevOps tools, or any technology topic. Guides users through defining a tech research topic, configuring parameters, and launching a multi-agent investigation with 27 specialized technology research agents.