principle-model-the-domain

principle-model-the-domain is a skill for Claude Code, OpenCode from painhardcore/pstack. It costs 39 tokens per session (413 once invoked), scanned A, a copy of principle-model-the-domain, MIT.

A software design guideline for representing a program's real concepts with clear structures, such as state machines, typed models, registries, or queues. It applies when logic has many branches or repeated assumptions.

In plain words
What is it for?
Use it when designing stateful logic, repeated data shapes, lifecycle rules, lookup tables, reducers, caches, indexes, or other domain-specific code.
Why use it?
It helps prevent scattered conditions and inconsistent data handling across files. Clear structures make invalid combinations harder to create and reduce duplicated logic.

Skill for Claude CodeOpenCode

Written for Claude Code and OpenCode: shipped in a Claude Code plugin, but also installed under .opencode/.

Part of the pstack plugin — 41 skills, 2 agents shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/painhardcore/pstack/principle-model-the-domain
Any agent
npx skills add painhardcore/pstack --skill principle-model-the-domain
Clone the repo
git clone --depth 1 https://github.com/painhardcore/pstack

Made for: Claude Code, OpenCode.

Or install pstack, the plugin that ships this one along with the rest of its 41 skills, 2 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for principle-model-the-domain

README.md
[![agentmods](https://agentmods.dev/badge/skills/painhardcore/pstack/principle-model-the-domain.svg)](https://agentmods.dev/skills/painhardcore/pstack/principle-model-the-domain)
Your own site
<a href="https://agentmods.dev/skills/painhardcore/pstack/principle-model-the-domain"><img src="https://agentmods.dev/badge/skills/painhardcore/pstack/principle-model-the-domain.svg" alt="Measured on agentmods" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 413 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 92% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00039 $0.00413
Opus 5 $0.00019 $0.00206
Sonnet 5 $0.00008 $0.00083
Haiku 4.5 $0.00004 $0.00041

Measured 5d ago against content hash 5c3c1a3db2af, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

principle-model-the-domain scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

92% identical to principle-model-the-domain — 1 line differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.opencode/skills/principle-model-the-domain/SKILL.md · 26 lines

What it actually says

Model the Domain

Encode the real domain in a data structure instead of scattering it across conditionals.

Why: Scattered booleans, repeated shape assumptions, and branching spread across files are accidental complexity. A structure that matches the domain makes invalid states unrepresentable and deletes branches. Choosing it at write time is cheap; recovering it later reads as a refactor and gets deferred.

Reach for structures like these:

  • A state machine instead of scattered booleans, phases, or lifecycle checks.
  • A typed object/model instead of loose parameters or repeated shape assumptions.
  • A map, registry, lookup table, or discriminated union instead of branching spread across files.
  • A reducer or command/event model instead of ad hoc state mutations.
  • A module organized around one body of domain knowledge instead of a sequence such as load, validate, transform, and save. Execution order is not ownership.
  • A small module boundary that gathers repeated behavior, ownership, or invariants.
  • A queue, cache, index, graph/tree, or normalized collection where the data access pattern calls for it.
  • Any other structure that fits. The list above covers the common cases only. When none fits, work out what the code must never allow and how the data gets read, then find the structure that encodes exactly that.

Do not force an abstraction. Prefer boring code if the current shape is already clear, local, and unlikely to grow. Be skeptical of an abstraction that adds indirection without removing branches, duplicated rules, invalid states, or lifecycle risk.

The tell that you skipped this is a new feature that grows an existing if/else chain by one more branch, or a second boolean that must stay in sync with the first. Temporal decomposition is another tell. Phase-named modules repeat the same domain rules across steps.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 26 lines · 39 tokens per session scan A 5c3c1a3db2af

Subscribe to this mod's changes

principle-model-the-domain is a skill published in the GitHub repository painhardcore/pstack (1 stars, last pushed 9d ago), licensed MIT. It adds 39 tokens to every session and 413 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 92% identical to principle-model-the-domain, differing in 1 line, and is treated as a copy.

Related

Other skills, from other repositories

codex-setup

Initialize sd0x-dev-flow infrastructure for Codex CLI and other non-Claude agents. Generates AGENTS.md, installs the commit-msg hook, copies runner scripts. The pre-push gate is opt-in via --with-push-gate. Use when setting up a new project or after updating skills.

sd0xdev/sd0x-harness · 65 tokens

smart-rebase

Smart partial rebase for squash-merge repositories. Auto-detect which commits to keep/drop when base branch was squash-merged into target. Use when: user says 'rebase', 'partial rebase', 'base already merged', 'smart rebase', or /smart-rebase. Not for: simple git rebase (the developer runs it — Claude never executes…

sd0xdev/sd0x-harness · 131 tokens

orchestrate

Agent-driven workflow orchestration (v1 report-only). Use when: declaring an intent (audit/research/feature shape) and wanting a planner agent to derive the skill workflow, preview it, and run read-only fanout with fail-closed no-change verification. Not for: executing mutating steps (v1 emits them as…

sd0xdev/sd0x-harness · 107 tokens

test-review

Test coverage review via Codex exec. Use when: reviewing test sufficiency, identifying coverage gaps, test quality audit. Not for: generating tests (use codex-test-gen), code review (use codex-code-review). Output: coverage analysis + gap report.

sd0xdev/sd0x-harness · 56 tokens

debug

Interactive debugging workflow with hypothesis-driven probe loop. Use when: unknown bugs, script errors, silent failures, troubleshooting. Not for: known bugs (use bug-fix), GitHub issue analysis (use issue-analyze), code understanding (use code-explore). Output: debug report with probe journal + root cause + fix.

sd0xdev/sd0x-harness · 67 tokens

recap-doc

Post-development recap document generator. Use when: AI/Codex has implemented a feature and the user needs a guided walkthrough of what changed and why, with blind-spot detection and anticipated questions. Not for: Q&A follow-up (use /recap-ask), technical share-out for teammates (use /tech-brief), or generic code…

sd0xdev/sd0x-harness · 114 tokens