capturing-memory

Preserve durable knowledge management decisions by capturing invariants, workflows, and sharp-edge guidance in structured memory records. This prevents future agents from repeating research or stumbling into known pitfalls during phase wrap-up.

Prevent agent rework in spec-driven development by scanning notes, phase sheets, and audit findings for durable items during delta wrap-up. Store non-ADR decisions and footguns as structured memory records to avoid rediscovery.

Capture agentic memory by selecting the narrowest memory_type—such as fact, pattern, system, concept, signpost, or thread—to ensure precise retrieval. Apply confidence calibration and optional provenance when creating the structured record.

Capture workflow and checklist reuse patterns whenever you discover newly created recurring workflows during phase or delta wrap-up. Persisting these durable items ensures they can be invoked again by future agents without rework.

Capturing-memory requires no external dependencies to manage invariant guidance. It operates independently to scan scratch work and fresh gotchas, resolving links and sanity-checking surfacing via list queries during wrap-up.

Transient work notes limit knowledge retrieval because valuable decisions and non-obvious dependencies get lost outside the current conversational context. Without structured memory capture, future agents face repeated research and operational pitfalls.