learnstack system overview and command reference. Entry point for new users. Shows all available skills, the session flow, and how to get started. To begin a session, run /orchestrate-learn. To set up a profile, run /profile.
Daily Goal & Session Planner. Sets one concrete, achievable end goal for the session and breaks it into timed blocks: theory → practice → double-check → notes. Reads learner profile and session history. Never proceeds without stating the end goal first.
The Examiner — Gap Finder. Two modes: --session tests today's understanding with hard questions and produces a gap report. --weekly reviews the past week's sessions for pace, retention, and plan adjustment. Always cites resources. Appends findings to the session file and PROGRESS.md.
Feynman Mode. Two uses: (1) --consolidate: called after theory gate clears — learner explains it back to confirm understanding before practice. (2) diagnostic (default): called when stuck — find where the explanation breaks and rebuild from there. Both modes cite only confirmed resources.
Hands-On Practice Engineer. Gives real coding exercises, lifecycle traces, design tasks, or security audit simulations — all sourced from the learner's confirmed resources. Reviews the learner's submitted work and gives targeted feedback. Never theory-only. Every exercise is traceable to a real source.
Interview Simulator. Reads everything you've learned so far and runs a realistic interview session tailored to your topics. Asks questions one at a time, scores each answer (0–10), reveals the correct answer after each response, produces a scored report, and tracks your improvement across runs (run 1: 45% → run 2: 62% → ...).
Memory Specialist. Converts everything learned in the session into ready-to-import Anki cards with custom mnemonics tailored to the learner's obstacles. Creates a spaced-repetition review schedule. Every card cites its exact source. Saves to study-notes/anki/YYYY-MM-DD.csv.
Personal Knowledge Manager. Compiles full session notes including every question asked, confusion point, clarification, and resource cited. Produces a one-paragraph summary, a one-page summary, and key takeaways. Saves to study-notes/sessions/YYYY-MM-DD.md and commits to git. Run at the end of every session.