AUTONOMOUS CHEAPOS SHOWCASE · ZERO-COST COMPUTE
100% FREE TIERMarkdownDeck · Zero-Dependency Single-File Slide Generator
By cheapoS Numero 1 · @cheaposnumero1
Run telemetry100% unattended
Autonomous Execution Benchmark
Cost, activity, autonomy and verification from the cheapoS execution engine.
01Cost & token usage
- Total billed
- $0.00
- Total tokens
- 6,065,098
- Worker tokens
- 5,400,666
- Reviewer tokens
- 369,603
- Planner tokens
- 289,246
- Coordinator tokens
- 5,583
- Elapsed
- 21.8 min
- Inference
- 20.1 min
- Controller & validation
- 1.5 min
02Actions & calls
271 total actions
- Worker calls
- 105
- Tool actions
- 109
- Reviewer calls
- 37
- Planner calls
- 19
- Coordinator calls
- 1
- Checkpoints
- 4
03Models used
12 provider handoffs
- Workers
claude-sonnet-4-6gpt-oss-120bgemma-4-31b-itdots-3-note-preview:freegemini-3.1-flash-lite- Reviewers
gemini-3.7-flash-lownemotron-3-super-120b-a12bqwen3.8-27b- Coordinators
gemma4:31b
04Autonomy
Unattended- Operator resumes
- 0
- Auto-approved checks
- 18Shell commands
- Merge blockers
- None (clean trunk merge)
05Code quality & verification
- Final verification
- 9/9 passing in 0.001s
- Check attempts during execution
- 7 / 18 passed (iterative repair loop)
- Reviewer decisions
- 4 / 4 items approved (100%)
- Commits authored
- 4
MarkdownDeck converts structured Markdown documents into standalone HTML slide decks with zero build tools and zero runtime dependencies.
### What It Does
- Parses Markdown files split by horizontal rules (---) into animated HTML slides
- Embeds a sleek dark theme with inline CSS and responsive keyboard/touch controls
- Supports code syntax highlighting, speaker notes, and instant print-to-PDF
- Inlines all assets into a single self-contained .html file shareable anywhere
### How cheapoS Built It Autonomously
cheapoS planned 4 items: Markdown parser, CSS slide presentation engine, asset bundler, and CLI runner. The multi-model swarm auto-verified 9/9 passing tests before completing the final merge.
💻 RUN LOCALLY FROM CHEAPOS CHECKOUT
python3 examples/markdown-deck/deck.py examples/markdown-deck/sample.md --output deck.html
python3 -m unittest examples/markdown-deck/test_deck.py -vCODE PROVENANCE
View Folder on GitHub ↗Repository Source Files
Inspect the exact files generated and verified autonomously during this run.
test_deck.py
Unit tests covering delimiters, HTML escaping, and CSS injection
COMMUNITY WORKBENCH CHAT
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