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How to search every past agent session for an earlier decision with Flopwire

Use regex and ranked search to recover how a problem was solved in a previous session.

Who it is forA developer or agent starting a task that may have been tackled in an earlier session, such as an error pattern or a design choice.

The problemEarlier attempts and decisions are scattered across many single-session chat histories that the harness does not search together.

The outcomeThe user or agent finds the matching sessions, with the user, device, harness, and session named for each hit, and reads the relevant passage.

What you need first

  • macOS or Linux (arm64 or amd64) with a shell
  • At least one supported harness CLI installed, such as Claude Code CLI, Codex CLI, Devin CLI, or opencode
  • Docker with Compose, only for the team server use case
  • A shared team server address and a way to send an invite string over a channel you trust, only for the team server use case

Steps

  1. Run curl -fsSL https://flopwire.com/install.sh | sh to install the Flopwire binary.
  2. Run flopwire setup to configure supported harnesses detected on PATH.
  3. Run flopwire agent run and keep it running to index this machine's transcripts.
  4. Run flopwire grep 'exit (code|status) [1-9]' --since 24h to find matching lines across every session, or replace the pattern with your own.
  5. Run flopwire search 'how did we handle rate limits?' for ranked keyword results, then flopwire read on a hit to see the passage. (inferred, check the README)

Prompt for your agent

Use the flopwire/flopwire CLI to search all indexed sessions for <topic> with `flopwire search '<topic>'`. Report the top three hits with user, device, harness, and session for each, and confirm each hit by reading its passage with `flopwire read`.

Caveat. Search covers only transcripts from supported harnesses that the device agent indexes under your path rules, so sessions in excluded paths will not appear.

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