Flowgrammer

Build a Morning Intelligence and Trend-Watching Agent

Build a bounded morning intelligence agent that preserves source evidence, ranks developments without overclaiming, exposes failures, and produces one review-ready brief.

Define the Briefing Decision and V0 Boundary

Choose one audience, topic band, decision, cadence, destination, and explicit boundary for a useful morning brief.

Build the Source Policy and Watchlist

Create a small source register with approved lanes, freshness rules, exclusions, and primary-source verification requirements.

Design Bounded Collection and Run Controls

Set exact queries, caps, cost controls, secret handling, stop rules, and a run manifest before collecting live evidence.

Preserve Evidence and Normalize Unknowns

Save raw records first, create stable identities, normalize dates and sources, deduplicate safely, and preserve unknown states.

Rank Developments Without Overclaiming

Separate facts, derived values, interpretation, confidence, and recommendations in a versioned evidence-linked rubric.

Design the Morning Report and Human Review

Turn one normalized run into a concise brief with reconciled counts, evidence, unknowns, recommendations, and review boundaries.

Test, Schedule, and Launch the Agent

Run deterministic fixtures, define the approval-dependent canary, schedule one bounded report, and grade the complete launch pack.