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CLI Reference (harness_cli.py)

harness_cli.py is the primary entrypoint CLI tool for Workshop Harness powered by Astral uv.

Command Summary Table

Subcommand Primary Flags Description
generate-all --name, --topic, --stack, --model, --dir One-click full workshop generation across all 20 skills
init --name, --topic, --stack, --model, --dir Scaffolds repository structure, multi-language starter/final code, & script templates
list-models --provider Displays the verified 2026 Frontier & Open-Weight Model Catalog
audit-models --target, --fix Audits and auto-upgrades deprecated model tags and legacy SDK imports
audit-compat --stack, --target Audits tech stack cross-architecture risks across hardware chipsets
audit-loop --topic, --target Loop engineering 4-persona review (Non-Coder, Novice, Intermediate, Senior)
test --target Runs code smoke tests, model currency checks, & audits relative markdown broken links
build-pdf --target Compiles markdown documentation into publication-ready PDF handouts
export-codelab --target, --output, --push Exports Open Codelabs manifest bundle (codelab.yaml) & pushes via oc CLI
export-colab --target, --output, --repo, --test Exports Google Colab interactive notebooks (.ipynb) & 'Open in Colab' badges
test-colab --target Runs headless smoke test on Colab notebooks using Google Colab CLI (colab)
build-slides --target, --output, --export-pdf Generates Marp Markdown (slides.md), .pptx, and interactive Web Presentation (index.html)

Usage Examples

1. generate-all (One-Click Full Orchestration)

uv run harness_cli.py generate-all \
  --name "my-bwai-workshop" \
  --topic "Local RAG with Gemma 4" \
  --stack "python,ollama,docker" \
  --model "gemini-3.8-flash"

2. list-models & audit-models (2026 Model Catalog & Currency Audit)

# View verified 2026 models across Gemini 4 Argon, Gemini 3.8, Gemma 4, Claude 5.5, GPT-6, and Ollama
uv run harness_cli.py list-models

# Audit and automatically upgrade deprecated model strings in a workshop project
uv run harness_cli.py audit-models --target my-bwai-workshop --fix

3. build-slides (Presentation Slide Generation)

uv run harness_cli.py build-slides \
  --target my-bwai-workshop

4. export-colab (Google Colab Export & Badges)

uv run harness_cli.py export-colab \
  --target my-bwai-workshop \
  --repo "JAICHANGPARK/my-bwai-workshop"

5. test-colab (Google Colab CLI Smoke Test)

uv run harness_cli.py test-colab \
  --target my-bwai-workshop

6. export-codelab (Open Codelabs Export & Push)

uv run harness_cli.py export-codelab \
  --target my-bwai-workshop \
  --push

7. audit-compat (Architecture Compatibility Audit)

uv run harness_cli.py audit-compat \
  --stack "lmstudio,docker,mlx,gemini-live"

uv run harness_cli.py test \
  --target my-bwai-workshop