cyberneticlibrary

Start guided learning session

analysis-learncommandsetup L141
with-geun/alive-analysis
What it does

Launch guided ALIVE loop learning session with scenario selection

Best for

Structured onboarding to data analysis workflows with feedback loops and skill progression

Inputs
  • · difficulty (Beginner|Intermediate)
  • · scenario_id
  • · user_role (Analyst|PM|Dev|Marketer|Other)
Outputs
  • · learning_file_or_folder
  • · briefing_with_ASK_stage
  • · progress_tracking
Requires
  • · Read
  • · Write
  • · Bash
Preconditions

.analysis/config.md must exist (run /analysis-init first); scenario files must be available

Failure modes

Active session already in progress, missing scenario metadata, progress file corrupted

Trust signals
  • · Difficulty-scaled guidance
  • · Progress tracking across scenarios
  • · Role-based explanation tone