Cosmo Docs
AI

Skills

Using and managing AI skills, including grounded-reply skills.

Skills are purpose-specific prompt packages the AI can load mid-conversation to produce higher-quality, opinionated output. When a skill is loaded, its guidance is layered into the system prompt for the rest of the turn and takes precedence over the generic response rules. Skills stack — the AI can load more than one and their guidance composes.

The AI loads a skill automatically when your request matches one; you'll see a chip such as Skill: Client Proposal in the conversation. You don't need to invoke skills by name.

Document skills

These produce a single, polished document rendered in the Hub as an artifact:

SkillProduces
Executive ReportA structured executive report with typography and KPI framing
Project StatusA status document with KPI cards and a work grid
Client ProposalA client-ready proposal: cover, approach, deliverables, timeline, pricing, acceptance
One-PagerA single-page briefing, memo, or decision document
ReportA generic, cleanly-formatted document

Grounded-reply skills

These skills answer a request by retrieving context first, then responding — they do not answer from the model's general knowledge alone. When one is active, the AI reasons about what information the answer depends on, searches the relevant connected tools and internal artifacts, and grounds its reply in what comes back.

SkillWhat it doesRequires
Email ReplyReads an incoming email, retrieves the context it needs (prior conversations, product docs, project status), and composes a draft reply in your Drafts folderMicrosoft 365 connected
Sales ReplyAnswers a prospect/customer question (advantages, comparisons, objections) grounded in product, marketing, and proposal material
Knowledge-Grounded Q&AAnswers a factual question about your organization strictly from retrieved sources, and names those sources

The Email Reply skill creates a draft only — it never sends mail on your behalf. Review and send the draft yourself from Outlook.

Grounded-reply skills are only as good as what's connected. If the relevant integration isn't connected — or a connector's search returns little — the AI will tell you what it couldn't verify rather than fabricate specifics. Cosmo does not yet index internal artifacts or memory for semantic search, so internal lookups rely on each connector's own search and exact/keyword matches.

Retrieval-first behavior

Whenever you have connectors or internal artifacts available, the AI follows a retrieval-first contract for any request that depends on facts about your tools, people, or documents:

  1. Name what it needs — the facts the answer depends on.
  2. Decide the sources — which connected tools would hold them.
  3. Fan out and retrieve — search and read across those tools.
  4. Ground the answer — synthesize only from what was retrieved.
  5. Flag thin grounding — say what's missing instead of inventing detail.

This applies to all chat, not just the grounded-reply skills; the skills add task-specific structure on top of it.

Availability

Skills that depend on a tool are hidden until that tool is connected — for example, Email Reply only appears once Microsoft 365 is connected. See Integrations to connect your tools.