Enzyme in 90 seconds

Enzyme helps coding agents navigate your ideas as quickly as they navigate code.

It reads between the lines of markdown structure you already have — folders, frontmatter, tags, wikilinks — to find the core questions that thread through their latest content.

The job

Your coding agent needs to make use of the trail of documents already left behind:

  • agent implementation logs;
  • meeting notes;
  • architectural decision log;
  • research notes;
  • people mentioned as [[wikilinks]] across docs;
  • open loops.

Without Enzyme, the agent has to guess and grep for the right context across documentation. It struggles with prompts like, “Prep me for the next meeting on this project. What did we decide, what remains unresolved, and which notes prove it?”

Enzyme makes that kind of retrieval blazing fast, and extremely token efficient.

What makes it different

Enzyme does not ask you to adopt a proprietary memory graph or hidden memory database. It architects around the workspace itself.

  • Source of truth: ordinary markdown.
  • Writeback: conservative markdown observations, not generic summaries.
  • Control: inspect, edit, move, delete, or exclude files with normal tools.

Fastest proof

After setup, ask your agent:

Prep me for the next meeting on <project>. Cite the notes that show unresolved commitments, decisions, or source context.

A good first result cites source files and excerpts. It should not merely say “setup succeeded.”

If you want the exact flow, start with First successful run or install from the Quickstart.

Fit

Enzyme is a good fit when:

  • you have a markdown or Obsidian workspace with enough prose and structure to retrieve from;
  • you use coding agents and want continuity across sessions;
  • you want source-grounded context, not hidden memories;
  • you are willing to let setup assess what is indexable, weakly indexable, or noisy.

Enzyme is not the right first tool when you only need exact search, a generic hosted app-memory backend, or a fully automatic system that infers every relationship without visible workspace handles. See What Enzyme is / is not.