ClaudeMap

ontology-driven-dev

An ontology-driven development skill: requirements exploration → seven-model ontology YAML → a runnable management system, with a human sign-off gate at every stage.

Skills & Commandsskillmethodologyfull-stackontologyrequirements
Visit projectsharptoolbox/ontology-driven-dev

ontology-driven-dev turns a business requirement into a runnable management system where every feature traces back to a requirement item. Seven ontology models (M1/M2/M3/M5/M6/M7/MU) in YAML are the single semantic source: database tables, APIs, menus, permissions, workflows, and rules all generate from the models, so the model and the code cannot drift apart. Stage one's eight exploration phases each pause for human confirmation, and the generated app ships with a built-in AI chat panel backed by a read-only SQL boundary.

What it does

  • Three-phase pipeline (requirements exploration → ontology modeling → app build) where every phase, and all eight sub-phases of stage one, must pause for human confirmation
  • Seven-model ontology YAML as the single semantic source — tables, APIs, menus, permissions, flows, and rules generate from models
  • Built-in code-paas base: a Flask + SQLite + React/TS monolith with admin, workflow engine, workbench, and an ontology registry you copy and extend
  • Generated apps include an AI chat panel with ontology-registry injection, tool calls, SSE streaming, and a read-only SQL boundary; a golden example (sales contract execution management) ships in the repo

When to use it

For internal business systems where requirement traceability and model-code alignment matter more than framework choice: approval flows, contract management, back-office tools — the class of app where 'the code drifted from the spec' is the recurring failure.

Getting started

# Claude Code (user level)
cp -r ontology-driven-dev ~/.claude/skills/ontology-driven-dev

# or project level
cp -r ontology-driven-dev .claude/skills/ontology-driven-dev

# Codex: copy into the repo and reference SKILL.md from codex.md / AGENTS.md

Things to know

Documentation is Chinese-first (an English README is included). The stack is fixed to its code-paas base rather than your own framework, and generated apps need network access for npm/pip installs — Codex sandboxes must allow it. The human gates are the point: budget real review time per stage.

Repository

sharptoolbox/ontology-driven-dev

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