Using AI Tools for Reviews

Hype Doc stores your wins. AI tools turn them into polished review documents, resume bullets, and self-assessments. You can use MCP for a seamless experience or the REST API for more control.

Example prompts

Try these with Claude, ChatGPT, or any AI assistant that has access to your wins:

• “Pull my wins from Q1 and draft a self-review”
• “Summarize my wins tagged ‘impact’ as resume bullet points”
• “Write a performance review based on my wins from the last 6 months”
• “Turn my recent wins into a brag document organized by theme”

Using MCP (recommended)

If your AI tool supports MCP (ChatGPT, Claude, Copilot, Cursor, Windsurf, OpenCode), it can fetch your wins directly. No copy-pasting required.

1. Set up the Hype Doc MCP server in your tool. See ChatGPT, Claude Desktop, Claude Code, Copilot, Cursor, Windsurf, or OpenCode setup guides.
2. Ask your AI assistant to list your wins with filters (by date, space, or tag).
3. In the same conversation, ask it to format the results as a review, resume bullets, or any other format you need.

For example, in Claude Desktop:

“List my wins from January through March in my Work space, then draft a self-review highlighting my biggest contributions.”

The AI tool calls list_wins behind the scenes, gets your data, and generates the document in one conversation.

Using the API

If your AI tool does not support MCP, you can use the REST API to fetch your wins and then paste them into any AI chat.

Fetch your wins

curl -s https://app.myhypedoc.com/api/v1/wins?since=2026-01-01&until=2026-03-31 \
  -H "Authorization: Bearer YOUR_TOKEN" | jq

Filter by space, tag, or date range. See Wins API for all available parameters.

Generate a review

Copy the JSON output and paste it into ChatGPT, Claude, or any AI tool with a prompt like:

“Here are my work wins from Q1 2026. Write a self-review that highlights my key contributions, organized by impact area.”

Pipe directly to an AI CLI

If you use an AI tool with a CLI (like Claude Code), you can pipe the output directly:

curl -s https://app.myhypedoc.com/api/v1/wins?since=2026-01-01 \
  -H "Authorization: Bearer YOUR_TOKEN" \
  | claude "Summarize these wins as resume bullet points"

Tips

• Be specific with date ranges. Narrow your wins to the review period so the AI has focused context.
• Use tags to organize. Tag wins with categories like “impact”, “leadership”, or “technical” so you can pull targeted subsets.
• Iterate on the output. Ask the AI to adjust tone, add detail, or reorganize. Your wins are the raw material; the AI shapes the final document.