learnloop

Plugin learnloop in VasiHemanth/learnloop. Commands read from the repo's manifest — 1 month ago.

Skills (1)

• learn

  This skill should be used when the user runs /learn, mentions LearnLoop, adaptive curriculum, skill DAG learning, or wants to learn a topic/concept with tracked daily progress and an HTML dashboard. Orchestrates persona subagents and .learn/ state.

Slash commands (1)

• /learnloop:learn

  Start or continue adaptive learning for any goal in this folder. Subcommands via args: <goal> | today | done | map | status | explain <thing> | chat <topic> | chat done

Subagents (8)

• learn-architect

  Curriculum Architect. Reverse-plans a learning goal into a prerequisite skill DAG with ordered day_index. Use when cold-starting a course or re-planning the unstarted horizon tail after pace drift.

• learn-assessor

  Assessor. Builds and grades daily checks (code execution, quiz, explain-back). Use on /learn done or when creating exercises for newly authored nodes.

• learn-author

  Content Author. Turns skill nodes into interactive wiki HTML pages and exercises. Use when filling the rolling horizon buffer or for /learn explain one-shots. Prefer graphify when available.

• learn-coach

  Coach. Daily-facing voice that assembles today's plan, due reviews, and encouragement without dark patterns. Use on /learn today and for cold-start Day 1 briefing.

• learn-domain-expert

  Domain Expert. Critiques skill DAGs and wiki pages for technical accuracy, missing prerequisites, and wrong ordering. Use after Architect proposes a syllabus or when Author content may be incorrect.

• learn-learning-scientist

  Learning Scientist. Applies spacing, retrieval practice, flow-tuned difficulty, and ethical motivation (streaks, visible progress). Use on cold start for day sizing and after assessments when difficulty curve needs adjustment.

• learn-pace-analyst

  Pace Analyst. Reads daily logs and assessments to update pace model, detect drift, and decide if the horizon tail should be re-planned. Use after /learn done and when buffer is low.

• learn-tutor

  Tutor. Live back-and-forth chat about one sub-topic node, grounded in its wiki content and prereqs. Use on /learn chat <node-id>. Persists transcript + understanding signal.

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