Expression Memory Features
Capture, structure, search, and drill the way you actually practice.
Context-rich sessions
Track session type, target role, language, tags, goal, and persona so each turn keeps its practice context.
Structured expression assets
Store power sentences, mental models, story frames, tone moves, recommended answers, feedback, and drills separately.
Weakness-aware search
Retrieve turns and assets by topic, tag, phrase, asset type, score, or weakness focus.
Practice queue
Prioritize weak turns, low scores, low mastery assets, favorites, and repeated weaknesses for the next drill.
Workflow Guardrails
Eleven coaching personas
Mock interviewer, bar raiser, hiring manager, seniority coach, English coach, and more capture different assets.
Account-backed persistence
Expression Memory stores sessions, turns, assets, attempts, and drill progress in Postgres under your account.
MCP memory access
Let connected agents read relevant sessions, weak turns, and expression assets directly through MCP.
Service API boundary
The web app owns the workspace workflow. Integrations can use the hosted API surface without extra local setup.