remnic-memory-workflow

Memory workflow orchestration for Claude Code maintains context by recalling prior memories before acting, observing outcomes during work, and storing durable decisions at the end of interactions.

Agent memory management uses a three-step workflow: recalling relevant context first, observing significant tool results during execution, and storing durable decisions at the end to enable safe, repeatable memory.

Store durable decisions and project rationale by executing remnic_memory_store at the end of an interaction turn, capturing findings and outcomes for future recall across multi-ticket coding sessions.

Remnic memory tools integrate with Claude Code agents to enable live observation during work by using remnic_observe to capture significant tool results and outcomes as the coding session proceeds.

Surface relevant memories before planning by calling remnic_recall first, which retrieves prior context and durable decisions to inform the agent before any action is taken.

A recall-first memory workflow is not suited for stateless, single-turn interactions where no prior context is needed, as the procedural overhead of recalling, observing, and storing provides no benefit without long-running sessions.