Agent skill · Workflow & Productivity

world-model-workflow

Build a rigorous world model with state, dynamics, uncertainty, and provenance. Use when creating digital twins, constructing system representations, building simulation foundations, or establishing baseline world state.

majiayu000github.com/majiayu000GitHub ↗
claude-codecan modify filesMIT
Install
npx skills add majiayu000/claude-skill-registry --skill digital-twin-bootstrap --agent claude-code

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

Facts
Files in the skill folder: 2
SKILL.md size: 11 KB
Bundled scripts: none
Allowed tools: ReadGrepBashEditGitWeb
Path: skills/ai-ml/digital-twin-bootstrap/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

## Intent Run the composed workflow **world-model-workflow** using atomic capability skills to construct a comprehensive, grounded representation of a system or domain. A world model captures: - **State**: Current entity states and attributes - **Dynamics**: How the system evolves over time - **Uncertainty**: Confidence bounds and unknowns - **Provenance**: Source and lineage of all facts **Success criteria:** - Complete entity inventory with identity resolution - State representation follows canonical schema - Causal relationships and dynamics modeled - Uncertainty quantified for all assertions - Full provenance chain for every fact - Simulation capability established **Compatible schemas:** - `reference/world_state_schema.yaml` - `reference/event_schema.yaml` ## Inputs | Parameter | Required | Type | Description | |-----------|----------|------|-------------| | `goal` | Yes | string | The modeling objective (e.g., "model supply chain for disruption analysis") | | `scope` | Yes | string\|array | Domain, system, or entities to model | | `constraints` | No | object | Limits (e.g., time horizon, resolution, confidence threshold) | | `sources` | No | array | Data sources for world sta

What's inside
Steps it walks through
  1. Intent
  2. Inputs
  3. Procedure
  4. Output Contract
  5. Field Definitions
  6. Examples
  7. Example 1: Build Supply Chain World Model
  8. Verification
  9. Safety Constraints
  10. Composition Patterns
Ships with 1 file
  • metadata.json
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About this skill
What does the world-model-workflow skill do?

Build a rigorous world model with state, dynamics, uncertainty, and provenance. Use when creating digital twins, constructing system representations, building simulation foundations, or establishing baseline world state.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill digital-twin-bootstrap --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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