How to use Smaran

Step-by-step guides showing real workflows from product, engineering, and research teams.

Product managers

Turn strategy docs, old PRDs, and repo context into structured requirements with citations.

Inputs: Strategy doc, Prior PRD, Repo readme

Output: Goals, scope, non-goals, acceptance criteria

Engineering teams

Synthesize changelog, PR summaries, and bug fixes into customer-facing notes.

Inputs: Changelog entries, PR summaries, Bug fix notes

Output: Customer + internal versions

Researchers

Create findings, themes, and recommendations from interview transcripts and notes.

Inputs: Interview transcripts, Product metrics, Strategy memos

Output: Evidence-backed insights with confidence levels

Product & engineering teams

Convert PRDs and architecture notes into implementation checklists.

Inputs: PRD, Architecture notes, Technical constraints

Output: Implementation checklist with dependencies

Team leads

Build week-1 learning paths and reusable Q&A from team docs.

Inputs: Team docs, Conventions, Glossary

Output: Onboarding guide + prompt templates

Product & leadership

Turn meeting notes and issue threads into decision records with rationale.

Inputs: Meeting notes, Issue threads, Alternatives considered

Output: Decision log with alternatives and owners

Ready to try these workflows?

Connect your sources and follow any of these guides in your workspace.