Learning telemetry, strategy, and schedule — retention stats, calibration, grader audit, n-of-1 experiments, HTML dashboard. Use for "how am I doing", weekly check-ins, strategy questions, auditing the grader, or adjusting how Engram teaches.
Learn any topic properly — first-principles curriculum, generation-first tutoring, verified free recall, FSRS scheduling. Use when the user wants to learn, understand, study, or continue studying something.
Clear due memory reviews with free recall — the two-minute habit that makes learning permanent. Use when reviews are due, or the user wants to review, practice, or "do my engram reviews".
Create, independently review, and publish an SEO-ready flashcard deck in this product's public catalog from a card bundle or workspace, including a required generated cover, optional card images, catalog review, website rebuild, and live verification. Use for "prepare a public deck for review", "create or publish a…
Persistent cognitive memory for AI agents — query, record, review, and consolidate knowledge across sessions with spreading activation, FSRS scheduling, and NLI contradiction detection.
A command for extracting practical business lessons from an article, report, interview, or other business material. It looks for the surface message as well as the underlying strategy and reusable patterns.
A command for saving research from a conversation as an Obsidian summary and separate linked notes. Obsidian is a note-taking system that stores information in plain-text files.
Use when running Spaced Repetition Systems for AI Agents (SRSA) daily review sessions, grading cards with again/hard/good/easy, and proposing explicit memory add/delete/update actions after each review.
Search, recall, and reason over the user's personal knowledge base — their Obsidian/Markdown vault — via the Stellavault MCP server. Use whenever the user refers to their own notes, past decisions, or accumulated knowledge: "search my notes", "what do I know about X", "what did I decide about Y", "from my vault", "my…
Answer a question grounded in the user's Stellavault vault — search first, cite the actual notes, never invent citations. Use when the user asks about their own notes, past work, decisions, or anything they may have written down ("did I note...", "what do my notes say about...", "what did we decide about...").
Log an architecture/technical decision (ADR) into the user's Stellavault vault, or look up past decisions. Use when the user says "log this decision", "why did we choose X?", or a conversation lands on a clear technical choice worth recording.