A project lesson your coding agent can find next time

[AlexMikhalev]

The example separates persistence from retrieval: an evolution-store record survives process exit, while a role thesaurus and co-occurrence graph select relevant memory items. Nine assertions check exact capture/readback/export, useful retrieval and negative controls. Roles are retrieval filters, not access controls.

Save an authored project instruction, then retrieve the same text through explicit project terminology. The Harbour example includes a released Terraphim agent, a small Markdown knowledge graph, positive and negative checks, and a reproducible download.

https://terraphim.ai/posts/cold-start-tax-agentic-memory/

Which project instruction would you want a new coding session to retrieve, and what question should find it?

# Brief validation
synonyms:: validate brief, brief validation, --check

The demo uses released terraphim-agent v1.21.20. Download the public fixture and reproduction script. The 77-second video uses synthetic British female narration over actual saved CLI outputs.