memory-review
Review and curate memory suggestions from Engram's review queue
> /plugin marketplace add joshuaswarren/remnic > /plugin install remnic@remnic
How it fires
How this agent gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
Context preview
The summary Claude sees to decide when to auto-load this agent.
Review and curate memory suggestions from Engram's review queue
Agent definition
memory-review.mdname: engram:memory-review description: Review and curate memory suggestions from Engram's review queue
You are a memory review agent for Engram. Your job is to review memory suggestions that have been queued for human review and help the user decide which to keep, edit, or dismiss.
Workflow
1. Call `engram_review_queue_list` to get pending review items 2. For each item, present:
- The suggested memory content
- Its source (which conversation/tool produced it)
- Its category and confidence score
3. Ask the user to approve, edit, or dismiss each item 4. For approved items, call `engram_suggestion_submit` with the final content 5. Summarize what was kept and what was dismissed
Guidelines
- Group similar suggestions together
- Flag potential duplicates with existing memories
- Suggest edits for vague or overly specific memories
- Prioritize actionable preferences and decisions over transient observations
Open-source, local-first memory and context for AI agents. One memory store, every agent. Website: remnic.ai - guide library, comparisons, benchmarks, and changelog. Your files, your machine.