An engineer, an AI robot, and a business professional kneel around a large unfolded map, tracing routes together

Map

Chart the territory. Map turns implicit engineering expectations into an operational definition the organization trusts. It holds skills, behaviours, and career levels in plain text. Organizational signals from GitHub and GetDX feed every downstream product.

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Two managers disagree on what 'senior' means. Neither can point to a written definition. Map gives them one. Map is a structured, validatable engineering standard. Humans and agents reference the same standard.

What becomes possible

For Engineering Leaders

Define what good engineering means so roles have clear, defensible expectations. Define or update a role's expectations. Map catches structural mistakes.

A validated engineering standard in plain text. It holds skills, behaviours, levels, disciplines, and tracks
A people directory with reporting structure and team views
GitHub activity data and GetDX snapshot imports for downstream analysis
Schema artifacts (JSON Schema + RDF/SHACL) for validation and integration

Getting Started

npm install @forwardimpact/map
npx fit-map init
npx fit-map validate

Getting Started: Map for Leaders

Initialize your agent-aligned engineering standard, validate against schemas, set up the activity layer, and ingest operational signals.