Data Flow Mapper

Identifies workflow artifacts and maps their producers, consumers, formats, and purposes.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/pr3t3l/openclaw-config --skill data-flow-mapper
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Data Flow Mapper
Source: https://github.com/pr3t3l/openclaw-config/tree/main/workspace-meta-planner/archive/old-skills/data-flow-mapper
Command: npx skills add https://github.com/pr3t3l/openclaw-config --skill data-flow-mapper

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It provides a structured, auditable catalog of all artefacts a chosen workflow will produce, including who creates each artefact, who consumes it, and why it exists.

Core Features & Use Cases

  • Artifact inventory: list all artefacts produced during a workflow run with provenance and purpose.
  • Consistency enforcement: ensures every artefact has a producer and a consumer; surfaces orphans and missing requirements.
  • Guardrails for MVP scope: focuses the data flow planning on the selected scope and blockers resolved by the artifact map.

Quick Start

Run the data flow mapper on the selected scope to generate 03_data_flow_map.json.

Frequently Asked Questions about Data Flow Mapper

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I map data flow and track provenance for workflow artifacts?

Workflow planning requires tracking artifact provenance by listing all produced artefacts alongside their producers, consumers, formats, and purposes. This process creates a structured, auditable catalog detailing why each artifact exists within your workflow.

How do I identify orphan or missing artifacts during workflow planning?

Identifying orphan or missing artifacts requires consistency enforcement rules that verify every artifact has a producer and a consumer. The mapper actively surfaces orphans and missing requirements, failing the planner if any non-empty gaps remain.

What is an artifact inventory and when do I need it for data-flow mapping?

An artifact inventory is a structured catalog listing all artefacts produced during a workflow run, including provenance and purpose. You need it when requiring an auditable record of data flow and consistency enforcement within a selected scope.

Does data flow mapping work for MVP scope and unresolved blockers?

Data flow mapping supports MVP scope by applying guardrails that focus planning on the selected scope and blockers. It ensures the artifact map resolves specified blockers without expanding beyond the defined MVP boundaries.

How do I generate a data flow map for my selected workflow scope?

Generate a data flow map by running the mapper on your selected scope to produce the 03_data_flow_map.json output. This file enforces orphan and missing artifact rules while cataloging all producers, consumers, and purposes.

Why does the workflow planner fail when mapping artifact producers and consumers?

The workflow planner fails during artifact mapping if consistency enforcement detects non-empty orphan or missing artifact lists. This happens because every artifact must have a defined producer and consumer to pass validation rules.