Pensyve

Tools have clearly distinct purposes with good separation between episodic memory (observe/episode_start/end) and semantic memory (remember/recall). The distinction between recall (semantic search) and inspect (entity-specific browsing) is clear from descriptions, though both retrieve memories. Account (billing) vs status (technical) are well differentiated.

Uses consistent 'pensyve_' prefix but mixes suffix patterns: simple nouns (account, status), simple verbs (forget, inspect, observe, recall, remember), and compound noun_verb (episode_start, episode_end). While readable, the lack of a unified convention (all verbs or all nouns) creates minor inconsistency.

Nine tools is well-scoped for a memory management domain, covering account management (2), episode lifecycle (3), and memory CRUD operations (4). Each tool earns its place without redundancy or bloat.

Covers the core memory lifecycle well: episodic tracking, semantic storage, retrieval via search and entity lookup, and deletion. Minor gaps include no explicit update operation for memories and no episode listing capability, but agents can work around these by re-remembering or managing episode IDs externally.