Less repetition.
A clearer shared picture.

As agents contribute, decisions can overlap or disagree. AI review helps you inspect those differences and turn growing notes into a more focused context.

memford / ai-reviewIllustrated flow
  1. Review active notes

    Allow AI processing for the project

  2. Inspect a draft

    Compare the summary, sources and possible conflicts

  3. Approve the version

    Agents can request the approved context

A draft becomes approved context only after your review.

Spot the disagreement before it spreads

When two agents record different requirements, a tidy summary alone is not enough. Review highlights possible conflicts and connects its draft to the source notes so you can inspect the reasoning.

Keep the signal, reduce the repetition

Bring repeated findings and related decisions into a shorter draft. This can reduce the context an agent needs to read and make the project easier for a person to scan, without discarding the original notes.

Keep the final decision with you

Review the proposed version and approve or reject it. If the underlying decision needs changing, update the source knowledge and generate a new draft. Supporting clients can receive a change hint, then fetch the current context.

The useful details

AI review is optional and requires project consent. AI can miss conflicts or make mistakes. Draft generation has service limits, and token savings depend on your notes and the client's read mode. Approval does not replace original notes.

Give your next session a head start.

Copy one brief. Connect the project. Verify the first save.

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