Summarize Today's Unread Emails

I want to summarize Today's Unread Emails.

INSTALL (run in my terminal)
  curl -fsSL https://composio.dev/install | bash
  composio login

You have access to 1000+ app integrations through the Composio CLI.
search → find tools. execute → run them. link → connect accounts.

Workflow: search → execute. If execute fails with an auth error, run link, then retry. Don't preemptively link accounts. Bias toward action — input validation and auth errors are self-descriptive, just try it.

CORE COMMANDS

  search
    Find tools. Use this first — describe what you need in natural language.
    composio search <query> [--toolkits <slug>] [--limit <n>]

  execute
    Run a tool. Handles input validation and auth checks automatically.
    If auth is missing, the error tells you what to run.
    composio execute <slug> -d '<json>'

  link
    Connect an account. Only when execute tells you to.
    composio link <toolkit>

EXAMPLE

  composio search "create github issue"
  # → returns GITHUB_CREATE_ISSUE
  composio execute GITHUB_CREATE_ISSUE -d '{ repo: "owner/repo", title: "Bug" }'
  # → if auth missing: "Run `composio link github` first"
  composio link github
  # then retry execute

TASK: Summarize Today's Unread Emails
Likely toolkits: Gmail.

Steps:
  1. List unread messages in the window
  2. Fetch full bodies for the top 20 by recency
  3. Group by thread; deduplicate multiple messages in the same thread to their latest reply
  4. For each thread, produce: sender name, subject, 1-sentence summary, and a `needs_reply` boolean flag (true if the message ends in a direct question, a meeting request, or a deadline)
  5. Render a compact table. Above it, put a single "⚠️ Needs reply:" block listing only the flagged items.

Ask me before any action that sends messages or modifies data in a connected app.