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Creatorsafety: draft-first

CoursePilot

Course Creation & Student Management Agent

An OpenClaw agent that generates curriculum outlines from your expertise area, drafts lesson content with learning objectives, tracks student progress with engagement alerts, and compiles FAQs with auto-response drafts.

Install

tinkerclaw install coursepilot

Requires the TinkerClaw CLI. Install guide →

What it does

Curriculum outline generation from expertise area

Lesson content drafting with learning objectives

Student progress tracking and engagement alerts

FAQ compilation and auto-response drafts

Skills (4)

Installed into your agent's workspace

coursepilot-curriculum

Design a structured curriculum with modules, learning objectives, and progression paths.

coursepilot-faq

Curate and maintain FAQ from common student questions, community threads, and support tickets.

coursepilot-lesson

Create lesson content with explanations, exercises, and assessments aligned to learning objectives.

coursepilot-students

Analyze student engagement data, flag at-risk learners, and identify content drop-off points.

Automations (2)

CoursePilot — Weekly Student Engagement Check

enabled

09:00 AM · every Mon (UTC)

cron: 0 9 * * 1 · tz: Etc/UTC

What the agent does on this trigger

Run coursepilot-students to refresh student engagement analytics. Flag at-risk students based on activity thresholds. Identify lessons with high drop-off rates. Treat all student data as PII. Never contact students or modify records.

CoursePilot — Monthly Curriculum Freshness Audit

enabled

09:00 AM · day 1 each month (UTC)

cron: 0 9 1 * * · tz: Etc/UTC

What the agent does on this trigger

Audit curriculum/ for outdated references, stale examples, and content gaps. Compare against current industry practices. Run coursepilot-faq to refresh FAQ from recent student questions. Produce a freshness report with recommended updates. Never publish content.

Integrations & requirements

Primary integration mode
Local curriculum and student exports today
MCP status
No dedicated MCP integration
Supported today
  • Local course files and student progress artifacts
Planned / not yet implemented
  • ○Teachable/Thinkific/Kajabi/Vimeo APIs are documented but not implemented in skills

Files this agent creates

Written under ~/.openclaw/workspace-coursepilot/

USER.mdcurriculum/course-map.mdcurriculum/module-NNN.mdfaq/faq-compiled.mdlessons/module-NNN-lesson-NNN.mdstudents/engagement-report.mdstudents/engagement-snapshot.json

Install & configure

  1. 1. Install the agent pack

    tinkerclaw install coursepilot

  2. 2. Configure your preferences

    Edit the per-agent USER.md to set tone, timezone, and any agent-specific preferences:

    ~/.openclaw/workspace-coursepilot/USER.md

  3. 3. Keep it up to date

    tinkerclaw update coursepilot

Highlights

  • ✦Curriculum scaffolding from your expertise — just describe the topic
  • ✦Student engagement monitoring with early dropout detection
  • ✦FAQ auto-compilation from student questions