ruvnet Remember
Persist a memory into AgentDB so a future session can recall it. Three flavors — pick the right one for what's being remembered:
When to use which
| User phrasing | Use |
|---|---|
| "remember that X works for Y" | Pattern — agentdb_pattern_store |
| "save what happened when I tried X" | Episode (Reflexion) — agentdb_reflexion_store |
| "this is a reusable approach for problem X" | Skill — agentdb_skill_create |
Pattern (most common)
agentdb_pattern_store(
content: "JWT refresh token rotation pattern: ...",
metadata: { topic, project, success: true }
)
Use for facts, conventions, anti-patterns, or anything that should resurface as a hint when a similar query comes up later.
Episode
agentdb_reflexion_store(
sessionId: <session>,
task: <what we were trying to do>,
input: <what we tried>,
output: <what happened>,
critique: <what we'd do differently>,
reward: 0..1,
success: true|false
)
Use right after a task completes — success OR failure. Failed episodes feed getCritiqueSummary; successful ones feed getSuccessStrategies.
Skill
agentdb_skill_create(
name: <short verb-noun>,
description: <what it does>,
precondition: <when to use>,
action: <how to do it>,
outcome: <what success looks like>
)
Use when a pattern has been validated 3+ times and you want it elevated to a first-class reusable skill (queryable by intent embedding).
Don't
- Don't store secrets, API keys, or PII. AgentDB has no built-in redaction. The agentdb-aidefence plugin (separate) handles that — without it, treat the .rvf as containing whatever you put in it.
- Don't store huge blobs. The pattern store is for retrieval signals, not file storage. Use a real blob store + put the URL in metadata.
- Don't store low-quality patterns to "be safe" — recall quality degrades fast under noise. If reward < 0.3, prune it on the next consolidation pass.