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You can customize: # Custom location mem = AgentMemory ( db_path = \"/path/to/my/memory.db\" ) # In-memory (for testing) mem = AgentMemory ( db_path = \":memory:\" ) 🎯 Use Cases 1. Preference Learning # When user expresses preference mem . remember ( \"User prefers dark mode\" ,","readmeExcerpt":"mem . apply_lesson ( lesson_id ) Entities # Track an entity entity_id = mem . track_entity ( name = \"Alex\" , entity_type = \"person\" , # or \"project\", \"company\", \"tool\" attributes = { \"role\" : \"boss\" , \"timezone\" : \"EST\" } ) # Get entity entity = mem . get_entity ( \"Alex\" , entity_type = \"person\" ) # Link facts to entities mem . link_fact_to_entity ( \"Alex\" , fact_id ) Utilities # Statistics stats = mem . stats () # {","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"mem . apply_lesson ( lesson_id ) Entities # Track an entity entity_id = mem . track_entity ( name = \"Alex\" , entity_type = \"person\" , # or \"project\", \"company\", \"tool\" attributes = { \"role\" : \"boss\" , \"timezone\" : \"ES... mem . apply_lesson ( lesson_id ) Entities # Track an entity entity_id = mem . track_entity ( name = \"Alex\" , entity_type = \"person\" , # or \"project\", \"company\", \"tool\" attributes = { \"role\" : \"boss\" , \"timezone\" : \"EST\" } ) # Get entity entity = mem . get_entity ( \"Alex\" , entity_type = \"person\" ) # Link facts to entities mem . link_fact_to_entity ( \"Alex\" , fact_id ) Utilities # Statistics stats = mem . stats () # {","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":415,"uniquenessScore":59,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T01:31:31.073Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-15T01:31:31.073Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T06:37:38.458Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[]}}}