levity-levin
Playful mutual ingression meets Leonid Levin's algorithmic bounds. Use for: playful exploration with theoretical guarantees, mutual ingression with convergence proofs, emergent solutions within complexity bounds, social computation meeting algorithmic optimality.
npx skills add majiayu000/claude-skill-registry --skill levity-levin --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Levity-Levin: Playful Mutual Ingression Meets Algorithmic Bounds ## Overview Playful mutual ingression (levity) anchored by Leonid Levin's algorithmic complexity guarantees for: - **Playful exploration with theoretical guarantees**: Explore freely with convergence proofs - **Mutual ingression with convergence proofs**: Agents influence each other within bounds - **Emergent solutions within complexity bounds**: Collective intelligence with optimality guarantees - **Social computation meeting algorithmic optimality**: Community building that's theoretically sound ## Core Concepts ### Levity: Playful Mutual Ingression ``` Agents A₁, A₂, ..., Aₙ engage in playful interaction Each action by Aᵢ influences probability space of others Collective exploration naturally leads to emergent solutions ``` ### Levin Bounds (Complexity Guarantees) ``` For any solution found via levity: Cost(solution) ≤ K · Cost(optimal_solution) Where K is universal constant independent of problem ``` ### The Integration Playful systems guaranteed to find near-optimal solutions: - **Exploration**: Agents wander playfully - **Ingression**: Each agent's actions affect others' probability spaces - **Bounds**: All di
- Overview
- Core Concepts
- Levity: Playful Mutual Ingression
- Levin Bounds (Complexity Guarantees)
- The Integration
- Key Insight
- Applications
- 1. Playful Multi-Agent Search
- 2. Emergent Solution Finding
- 3. Social Computation with Guarantees
- 4. Mutual Ingression Networks
- Theoretical Guarantees
- Convergence
- Emergence
What does the levity-levin skill do?
Playful mutual ingression meets Leonid Levin's algorithmic bounds. Use for: playful exploration with theoretical guarantees, mutual ingression with convergence proofs, emergent solutions within complexity bounds, social computation meeting algorithmic optimality.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill levity-levin --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.