The working library / Task templates
AI prompts for real workflows
Start with a defined task. Supply your own evidence. Check the result before it becomes someone else’s work.
By Vertical Labs · Reviewed
Workflow discovery
Turn a messy description of recurring work into a bounded automation brief, with owners, exceptions, and measurable acceptance criteria.
View template and worked example
RFP compliance matrix
Extract bid requirements with section references, separate missing evidence from noncompliance, and prepare a matrix for a proposal owner.
View template and worked example
Source-backed research brief
Build a concise decision brief that separates cited facts, inference, disagreement, and unanswered questions.
View template and worked example
Agent acceptance tests
Design a test set for an agent workflow, including duplicate events, hostile source text, missing permissions, and recovery.
View template and worked example
Use the prompt as a starting point
Replace every placeholder with relevant, permitted material. Keep private data within tools approved for that data. Try an ordinary case and a difficult exception, then compare the response with the checks before reusing it.