influence-propagation
Layer 7 Interperspectival Network Analysis and Influence Flow
npx skills add majiayu000/claude-skill-registry --skill influence-propagation-plurigrid-asi-2 --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.
# influence-propagation > Layer 7: Interperspectival Network Analysis and Influence Flow **Version**: 1.1.0 (music-topos enhanced) **Trit**: -1 (Validator - verifies influence patterns) **Bundle**: network ## Overview Influence-propagation traces how ideas, topics, and behaviors spread through social networks. It extends bisimulation-game with second-order network analysis, measuring reach multipliers and idea adoption rates. ## Enhanced Integration: Condensed + Sheaf NNs ### Cellular Sheaf for Influence Flow ```ruby # lib/influence_propagation.rb module InfluencePropagation def self.trace_idea_adoption(idea:, origin_user:, network:, seed: 0x42D) # Use condensed stacks for network structure stack = WorldBroadcast::CondensedAnima.analytic_stack( network.map { |n| n[:id] } ) # Convert to cellular sheaf for diffusion analysis sheaf = WorldBroadcast::CondensedAnima.to_cellular_sheaf(stack) # Trace diffusion through Laplacian adoption_timeline = [] sheaf[:edges].each do |edge| if idea_present?(edge[:src], idea) adoption_timeline << { user: edge[:tgt], via: edge[:src], confidence: sheaf_similarity(edge) } end end { adoption_timeline: adoption_timeline, adoption_rate: adoption_timeline.si
- Overview
- Enhanced Integration: Condensed + Sheaf NNs
- Cellular Sheaf for Influence Flow
- DuckDB Network Schema
- Hy Perspective Mapping
- Influence Metrics
- GF(3) Triad Integration
- Justfile Recipes
- Spectral Centrality with Ramanujan Bounds (NEW 2025-12-22)
- Alon-Boppana Validity Predicate
- Non-Backtracking Centrality via Ihara Zeta
- Extended GF(3) Triads
- Related Skills
What does the influence-propagation skill do?
Layer 7 Interperspectival Network Analysis and Influence Flow
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill influence-propagation-plurigrid-asi-2 --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.