constructionism

1) The framework hub (readable, index-y, linky)

📜 [Eval Incarnate Framework](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md)

If you read only 3 sections:

• [The Word](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#the-word) — The thesis in one paragraph
• [The Axis of Eval](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#the-axis-of-eval) — Code, Data, Graphics unified
• [CARD.yml: The Skill Interface](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#cardyml-the-skill-interface) — How skills advertise

2) Play the richest microworld

🎮 [examples/adventure-4/](./examples/adventure-4/) — pub, rooms, NPCs, incarnated characters, logs, images, proofs

3) 🎴 NEW: Amsterdam Fluxx Championship

🏆 [skills/experiment/experiments/fluxx-chaos/](./skills/experiment/experiments/fluxx-chaos/) — 4 characters, 5 tournaments, 20+ games, 116+ turns, 464+ character-turns of emergent narrative gameplay. Up to 30 turns × 4 characters per LLM iteration — proving Speed of Light drive works even with complex changing rules and social dynamics! 24 generated cards, 32 AI-generated artworks, research-grade analysis.

4) Get moving fast

📖 [QUICKSTART.md](./QUICKSTART.md) — "get playing in 2 minutes"

5) Browse the skill library

🧠 [skills/](./skills/) — ~80 skills, the building blocks

Start at: [skills/README.md](./skills/README.md)

6) Meet the giants

🏛️ [Hall of MOOLLM Heroes](./examples/adventure-4/characters/real-people/README.md#-hall-of-moollm-heroes) — The people who made this possible

7) Meet the animals

🐾 [Animal Sanctuary](./examples/adventure-4/characters/animals/) — Palm the monkey, Biscuit the dog, 8 terpene-named kittens, 8 puppies, Confetti Crawler the worm

---

MOOLLM is "eval() made real" — in the filesystem.

Incarnate skills aren't just prompts — they have:

• an interface ([CARD.yml](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#cardyml-the-skill-interface))
• instantiation ([Eight Extensions](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#eight-extensions-over-anthropic-skills))
• persistence ([Three-Tier Persistence](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#three-tier-persistence))
• delegation/inheritance ([Glossary](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#glossary))
• semantic activation ([K-lines](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#4-k-lines--society-of-mind-marvin-minsky-mit-1980))
• ethics framing ([Ethical Framing Inheritance](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#ethical-framing-inheritance))

Same text, different stance:

• treat it as Data (schema, diff, validate)
• as Code (imperative behavior in comments)
• or as Graphics (render Markdown/Mermaid or generate images)

That's the [Axis of Eval](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#the-axis-of-eval).

---

🛠️ Building Skills

1. [The Word](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#the-word) — The thesis
2. **[Axis of Eval](./designs/eval/EVAL-INCARNATE-FRAMEWORK.md#the-axis