Cognetivy is an open-source state layer for AI coding assistants that adds workflows, run tracking, and persistent collections - all local.
PRD & Spec Writing
Go from research to a draft PRD in one structured workflow.
Pulling together a product requirements document takes hours of context-switching between research notes, customer data, and stakeholder alignment docs. Give your agent a workflow that ingests all your prior research collections and produces a draft PRD following your template.
What you'll achieve
Research-linked requirements
Every requirement traces back to the user data or market signal that motivated it.
Consistent format
Your PRD template is encoded in the workflow - every doc follows the same structure.
Faster iteration
Updating the PRD after new research is a re-run, not a rewrite.
How it works
A repeatable workflow you define once and run any time.
Reference research collections
Your workflow reads accumulated user research, competitor intel, and market sizing as inputs.
Structure the PRD outline
An outline step maps research findings to PRD sections: problem, goals, requirements, non-goals.
Draft section-by-section
Your agent drafts each section grounded in the specific research records that support it.
Export draft artifact
The final PRD is saved as a structured artifact - linked to every source that informed it.
Cognetivy features you'll use
Everything you need is already in Cognetivy.
Versioned, reusable step-by-step processes for your agent
Schema-backed data stores that persist and accumulate across runs
Structured outputs saved from any run - downloadable and linkable
Local browser UI to inspect runs, events, and artifacts
Related use cases
Ready to try?
Set up your first structured workflow in under a minute.