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Reader

Reads before anyone writes.

Opens every file a task touches and maps who calls what, so the rest of the swarm starts from facts.

312

agents in a typical run

41 s

per task, on average

99.1%

pass on the first try

Works with

GitHub, GitLab, Bitbucket

From a real run

read 1,204 files in billing/ · mapped 38 call sites

What it does

Reader goes through the code, the docs and the tickets a goal touches. It builds a map of functions, callers and owners, and hands that map to every other agent in the run.

Where it fits

  • First into every run, before planning starts.

  • Called again whenever a task touches a file nobody has read yet.

  • Shares one map per run, so 400 agents never read the same file twice.

Limits

Reader never edits. It only reads what your repository permissions allow.

Next agent

Planner

Turns one goal into a thousand tasks.

→

© 2026 Swarm Labs

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