Agent skill

polysimy-effect-chains

Verify multiple effect interpretations through propagator networks with temporal coalgebra bisimulation and common fixpoint solutions.

majiayu000534★ · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill polysimy-effect-chains --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 4 KB
Bundled scripts: none
Version: 1.0.0
Path: skills/ai-ml/polysimy-effect-chains/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Polysimy Effect Chains Skill > *"Multiple meanings flow through constraint networks to common solutions"* **Status**: NOT IN plurigrid/asi (local only) **Trit**: 0 (ERGODIC - coordinator) **Color**: #26D826 (Green) **Principle**: Effect polysimy → Propagation → Bisimulation → Common fixpoint --- ## Overview **Polysimy** = multiple effect interpretations coexisting in a cell/channel. **Effect chains** = sequences of transformations through propagator networks. **Common solution** = fixpoint where all polysemic interpretations converge. This skill bridges: - `propagators` (+1) - bidirectional constraint flow - `polysimy-effect-chains` (0) - effect coordination - `temporal-coalgebra` (-1) - bisimulation verification ## Core Concepts ### 1. Polysemic Cells Cells that hold **multiple effect interpretations** simultaneously: ```clojure {:id :cell-a :effects [{:type :generate :transform inc} {:type :coordinate :transform #(* % 2)} {:type :validate :transform identity}] :value 20 :trit 0} ``` ### 2. Effect Chain Composition Effects compose through the cell, creating a derivation stream: ``` init(10) → generate(inc) → coordinate(*2) → validate(id) → 22 ``` ### 3. Common Solution via Bisim

What's inside
Steps it walks through
  1. Overview
  2. Core Concepts
  3. 1. Polysemic Cells
  4. 2. Effect Chain Composition
  5. 3. Common Solution via Bisimulation
  6. API
  7. GF(3) Integration
  8. Temporary Verification Pattern
  9. Commands
  10. Relationship to Uncommitted Skills
  11. Mathematical Foundation
  12. Effect Polysimy
  13. Bisimulation Quotient
  14. Common Solution Existence
Ships with 1 file
  • metadata.json
Commands it runs
Verify effect chain bisimulation
just polysimy-verify chain-a chain-b
Find common solution
just polysimy-common [cells...]
Temporary verification to depth N
just polysimy-temp-verify 10
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About this skill
What does the polysimy-effect-chains skill do?

Verify multiple effect interpretations through propagator networks with temporal coalgebra bisimulation and common fixpoint solutions.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill polysimy-effect-chains --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.

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