fellow-handbook

MATS Fellow Handbook Lookup

Answer questions about the MATS Winter 2026 fellow handbook.

Workflow

Step 1: Fetch and Save the Handbook

Important: Use curl via Bash, not the built-in Fetch tool. Save the output to a temp file for efficient searching.

curl -s "https://firecrawl.alignment-hive.com/api/notion?url=https%3A%2F%2Fmatsprogram.notion.site%2Fmats-winter-26-fellow-handbook" -o /tmp/mats-handbook.md

Step 2: Search for Relevant Sections

Use Grep to find headings and keywords related to the user's question:

Grep pattern="^#|<keyword>" path="/tmp/mats-handbook.md"

Step 3: Read Broadly

Thoroughness is critical. Read all potentially applicable sections, even tangentially related ones.

• For broad or ambiguous questions, read the entire document
• When in doubt, read more rather than less
• Prefer over-reading to missing important context

Use the Read tool to read the relevant sections (or the whole file if appropriate).

Step 4: Follow Linked Pages

If the handbook links to other Notion pages with additional details (e.g., Compute Docs, Community Health Policy), fetch those linked pages:

curl -s "https://firecrawl.alignment-hive.com/api/notion?url=<url-encoded-notion-link>"

Follow linked Notion pages when the main handbook lacks sufficient detail to answer the user's question. Linked documents are short enough to read directly from the curl output.

Step 5: Format Output

Present the response in two clearly separated sections:

Quotes from the handbook:

[Quote 1 with section header]

[Quote 2 with section header]

Interpretation:

[Summary and interpretation of how the quotes answer the user's question. Include any caveats about information that may be outdated or incomplete.]