Nowledge Mem

Nowledge Mem

You have Nowledge Mem tools (nowledge_mem_*) for cross-tool knowledge management. Use them proactively.

At session start

Call nowledge_mem_context_bundle when identity, scope, or rules may matter. It returns owner identity, resolved AI Identity, active scope, active rules, Working Memory, and KFS paths in one stable contract. Use nowledge_mem_working_memory only for a lightweight daily briefing or as a fallback when the Context Bundle is unavailable.

When to search (nowledge_mem_search)

Search proactively when past context would improve the answer. Strong signals:

• The user references previous work, a prior fix, or an earlier decision
• The task resumes a named feature, bug, refactor, or subsystem
• A debugging pattern resembles something solved earlier
• The user asks for rationale, preferences, procedures, or recurring workflow details
• The user uses recall language: "that approach", "like before", "the pattern we used"

Do not search when the topic is fundamentally new, when the answer is generic documentation, or when the user explicitly wants a fresh perspective.

When to search threads (nowledge_mem_thread_search)

• The user asks about a prior conversation or exact session history
• A memory result references a source thread

When to save or update

Save proactively when the conversation produces a durable fact, preference, decision, plan, procedure, learning, event, or important context. Do not wait to be asked. Search first to check for related memories:

• If a related memory exists, call nowledge_mem_update to refine it
• If the insight is genuinely new, call nowledge_mem_save

Good candidates: decisions with rationale, repeatable procedures, lessons from debugging, durable preferences, plans future sessions will resume. Skip routine fixes, in-progress work, and generic Q&A answerable from documentation.

When to save the session (nowledge_mem_save_thread)

• The user asks to save the conversation or "remember this session"
• A long, productive session is wrapping up
• The conversation produced decisions or context worth preserving as a full thread

Session capture also happens automatically at the end of each agent turn; the tool is the explicit, on-demand path and is idempotent.

When to save a handoff (nowledge_mem_save_handoff)

Use a handoff when you want a curated summary rather than the full transcript: provide a topic and a structured summary (Goal, Decisions, Key files, Risks, Next steps).