deep-research

Activation gate (anti-noise)

Run only if at least one is true:

• User explicitly requests research/verification or provides external links.
• Topic is time-sensitive (prices, laws, tooling versions, security, vendor docs).
• You detect >10% risk of outdated knowledge. Otherwise: answer normally (no research ritual).

Research protocol

1) Frame

• Restate the question as a falsifiable query.
• Define “freshness window” (e.g., last 3–6 months) unless user asks historical.
• Define acceptance criteria for sources (primary docs preferred).

2) Collect sources

• Prefer: official docs, primary specs, reputable engineering blogs, vendor changelogs.
• For each key claim, capture at least one authoritative source.
• If sources disagree: represent both and explain implications.