Skill

Domain Modeling

Actively sharpen a project's domain glossary and architectural decisions in real time - challenging terms and surfacing code contradictions.

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Version 1.0.1

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Run in your project directory:

curl -fsSL https://spark.entire.vc/get/ag-domain-modeling | bash

Overview

Domain Modeling

An active discipline for sharpening a project's domain glossary and architectural decisions in real time, distinct from passively reading an existing glossary. Use when pinning down domain terminology, recording an architectural decision, or actively maintaining a domain model as design happens.

What it does

Domain Modeling is an active discipline for building and sharpening a project's domain model as design conversations happen - challenging imprecise terms, inventing edge-case scenarios, and writing the glossary and decisions down the moment they crystallize. It is explicitly distinct from merely reading CONTEXT.md for existing vocabulary (a passive habit any skill can do) - this skill is for when the domain model itself is being changed, not just consulted.

When to use - and when NOT to

Use it when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to actively maintain the domain model. Within a session it does four things continuously: challenges term usage that conflicts with the existing CONTEXT.md glossary ("your glossary defines 'cancellation' as X, but you seem to mean Y"), proposes precise canonical terms for vague or overloaded language ("do you mean the Customer or the User?"), stress-tests domain relationships with invented edge-case scenarios, and cross-references stated behavior against the actual code to surface contradictions.

Inputs and outputs

Single-context repos keep a CONTEXT.md glossary plus docs/adr/ architectural decision records at the root; multi-context repos instead have a root CONTEXT-MAP.md pointing to a CONTEXT.md and docs/adr/ per bounded context (e.g. src/ordering/, src/billing/), alongside system-wide decisions at the root. Files are created lazily - only when the first term or decision actually needs recording, not upfront. Resolved terms are written into CONTEXT.md immediately, never batched, following the format in CONTEXT-FORMAT.md; CONTEXT.md itself must stay a pure glossary, never a spec, scratchpad, or place for implementation decisions. New Architecture Decision Records are offered only when all three conditions hold: the decision is hard to reverse, it would be surprising without context to a future reader, and it resulted from a genuine trade-off between real alternatives - skipping the ADR if any one is missing, using the format in ADR-FORMAT.md.

/
├── CONTEXT-MAP.md
├── src/
│   ├── ordering/CONTEXT.md
│   └── billing/CONTEXT.md

Integrations

Works directly against a repository's own CONTEXT.md/CONTEXT-MAP.md and docs/adr/ files rather than any external tool, and is designed so other skills can rely on it to keep the domain model current while they consume it.

Who it's for

Teams and engineers actively designing or refining a system's domain model - pinning down ubiquitous language, resolving ambiguous terminology, and deciding when a design choice is significant enough to warrant a recorded ADR - rather than teams that just need to read an existing glossary for reference.

Source README

Domain Modeling

When to Use

Use when this workflow matches the user request: Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model.

Source: mattpocock/skills (MIT).

Actively build and sharpen the project's domain model as you design. This is the active discipline - challenging terms, inventing edge-case scenarios, and writing the glossary and decisions down the moment they crystallise. (Merely reading CONTEXT.md for vocabulary is not this skill - that's a one-line habit any skill can do. This skill is for when you're changing the model, not just consuming it.)

File structure

Most repos have a single context:

/
├── CONTEXT.md
├── docs/
│   └── adr/
│       ├── 0001-event-sourced-orders.md
│       └── 0002-postgres-for-write-model.md
└── src/

If a CONTEXT-MAP.md exists at the root, the repo has multiple contexts. The map points to where each one lives:

/
├── CONTEXT-MAP.md
├── docs/
│   └── adr/                          ← system-wide decisions
├── src/
│   ├── ordering/
│   │   ├── CONTEXT.md
│   │   └── docs/adr/                 ← context-specific decisions
│   └── billing/
│       ├── CONTEXT.md
│       └── docs/adr/

Create files lazily - only when you have something to write. If no CONTEXT.md exists, create one when the first term is resolved. If no docs/adr/ exists, create it when the first ADR is needed.

During the session

Challenge against the glossary

When the user uses a term that conflicts with the existing language in CONTEXT.md, call it out immediately. "Your glossary defines 'cancellation' as X, but you seem to mean Y - which is it?"

Sharpen fuzzy language

When the user uses vague or overloaded terms, propose a precise canonical term. "You're saying 'account' - do you mean the Customer or the User? Those are different things."

Discuss concrete scenarios

When domain relationships are being discussed, stress-test them with specific scenarios. Invent scenarios that probe edge cases and force the user to be precise about the boundaries between concepts.

Cross-reference with code

When the user states how something works, check whether the code agrees. If you find a contradiction, surface it: "Your code cancels entire Orders, but you just said partial cancellation is possible - which is right?"

Update CONTEXT.md inline

When a term is resolved, update CONTEXT.md right there. Don't batch these up - capture them as they happen. Use the format in CONTEXT-FORMAT.md.

CONTEXT.md should be totally devoid of implementation details. Do not treat CONTEXT.md as a spec, a scratch pad, or a repository for implementation decisions. It is a glossary and nothing else.

Offer ADRs sparingly

Only offer to create an ADR when all three are true:

  1. Hard to reverse - the cost of changing your mind later is meaningful
  2. Surprising without context - a future reader will wonder "why did they do it this way?"
  3. The result of a real trade-off - there were genuine alternatives and you picked one for specific reasons

If any of the three is missing, skip the ADR. Use the format in ADR-FORMAT.md.

Limitations

  • Requires the upstream tool, account, API key, or local setup when the workflow names one.
  • Does not authorize destructive, production, paid, or external-message actions without explicit user approval.
  • Validate generated artifacts or recommendations against the user's real sources before treating them as final.

FAQ

Common questions

Discussion

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