Prompt pattern
Scope brief
Improves: Turns a loose feature request into a small, reviewable implementation slice.
Example prompt
Summarize this feature request as a read-only public page: goal, user value, files likely touched, acceptance checks, and risks.
Example result
Result snippet: The slice is a display-only landing page with one handler, one template, one route, and a smoke test. It avoids new data contracts and can be verified with a page render plus static checks.
Prompt pattern
Review checklist
Improves: Finds regressions, missing tests, and unsafe public-surface details before handoff.
Example prompt
Review this page change for public-read safety, SEO basics, missing smoke coverage, and any accidental private implementation detail.
Example result
Result snippet: The page is GET-only and has a canonical URL. Remaining checks: confirm the template has no interactive submission surface and that the smoke test asserts a stable phrase.
Prompt pattern
Client proposal outline
Improves: Converts a prospect problem into a concise proposal without exposing private operations.
Example prompt
Draft a one-page proposal for a startup research workflow: problem, AI OS fit, expected deliverables, constraints, and next step.
Example result
Result snippet: AI OS can deliver a weekly research brief with ranked candidates, evidence links, and reviewer notes. The next step is a bounded pilot with agreed inputs and a visible acceptance checklist.
Prompt pattern
Evidence summary
Improves: Compresses scattered notes into claims that are easier to verify.
Example prompt
Extract the public claims from these notes and rewrite them as evidence-backed bullets with uncertainty called out plainly.
Example result
Result snippet: Public claim: the portal is read-only and SEO-first. Evidence: pages render curated content and relayed read models; write and compute controls stay outside the public page surface.
Prompt pattern
Launch note
Improves: Prepares a short operator handoff after a narrow portal update.
Example prompt
Write a release note for a new public Lab page: what changed, how it was verified, what was intentionally not included.
Example result
Result snippet: Added a static prompt catalog for public discovery. Verified render, build, and safety grep. No live execution, pricing detail, or private trace content was added.