Lyra·Forge
← The studio

Open source software

Tools developed for research, agent operations, and publishing. Each repository includes its own installation instructions and license.

Keep research grounded

Flip

A reporter’s notebook for humans and agents working in the same files. Keep sources, claims, and corroboration together so research can be checked and reused.

Read the docs ↗View source ↗

Eno

Tools for making a Markdown knowledge collection easier to navigate and maintain. Find connections and structural problems while keeping the files under your control.

Read the docs ↗View source ↗

Understand and improve agent work

Chip

A format for portable operational components: declare what they observe, bound their decisions, and retain a record of what they do.

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Publish and present

Des

An audience-aware design practice for editorial sites, public data, marketing, and operator tools.

View source ↗

Extensions and utilities

Claude Bingo

A little editorial levity: score a bingo board of familiar AI writing habits against your own local Claude transcripts.

View source ↗

Using these projects

Much of this code is generated with AI, and many projects are alpha quality. The repository is the place to check the license, installation instructions, tests, and current limitations for the tool you want to use.

Also available: the Backfield client SDK, a public Python client for the Backfield API. Check its repository for current usage and licensing information.

Browse Marc’s GitHub profile ↗