Best AI Code Architect 2026: Diagram-First Agent Orchestrator with AST Editing & Atomic Commits
Prompt To Pattern Design
Prompt To Pattern Design is an open-source workflow skill for Codex and Gemini CLI, published by consolascionw. Its author describes it as: “AI-Powered AST Context Engine: Outline-Driven Code Generation 2026”. The project has 1 star on GitHub and does not declare a license, so check with the author before reuse. Add it to your setup with `/plugin marketplace add consolascionw/prompt-to-pattern-design`.
Installation
Add Prompt To Pattern Design to your agent with:
/plugin marketplace add consolascionw/prompt-to-pattern-designAlways review a skill's source before installing it. This command comes from the skill's public repository; the linked repo is the source of truth for exact setup steps.
When to use it
Reach for Prompt To Pattern Design when you want workflow help from Codex without writing the same instructions every session. Load the skill and the agent picks it up automatically for relevant tasks.
Strengths
- Declares compatibility with Codex, Gemini CLI
- Actively maintained (recent commits)
Things to check
- No license declared — confirm terms with the author before reuse
- Limited adoption so far — evaluate before depending on it
Topics
Frequently asked questions
- What does Prompt To Pattern Design do?
- AI-Powered AST Context Engine: Outline-Driven Code Generation 2026
- How do I install Prompt To Pattern Design?
- Run /plugin marketplace add consolascionw/prompt-to-pattern-design in your agent, then reload your skills. Review the source at https://github.com/consolascionw/prompt-to-pattern-design before installing.
- Is Prompt To Pattern Design free to use?
- Prompt To Pattern Design is publicly available on GitHub, but consolascionw has not declared a standard open-source license (No license). Confirm the terms with the author before reusing it.
- Which agents does Prompt To Pattern Design work with?
- Prompt To Pattern Design declares compatibility with Codex and Gemini CLI. Agent Skills use a portable SKILL.md format, so other compatible clients can usually load it too.
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When the user is building a tool-calling agent and gets stuck — "為什麼 LLM 不呼叫我的 tool", "我這 schema 哪裡寫壞", "tool 被呼叫但 args 不對", "ReAct loop 跑不停", "the LLM won't call my tool", "help me design a function schema", "debug this tool-use behavior". Walks them through a 4-branch diagnostic + 5-step schema design walkthrough, with references to bad/good schema A/B and SDK-diff cheatsheet. Do NOT use for: pure LangChain / LangGraph / CrewAI framework questions (route to Stage 4 frameworks), MCP server building (route to cookbook 2), production agent observability (route to Stage 7).
Use when the user asks to design a multi-agent system, pick an orchestration pattern (supervisor/swarm/pipeline), generate tool schemas for agents, or evaluate agent execution logs for cost, latency, and failure bottlenecks. Examples: 'design an agent architecture for research automation', 'generate Anthropic tool schemas from these tool descriptions', 'analyze these agent run logs for bottlenecks'. NOT for Claude Code workflow files (use workflow-builder) or single-agent prompt design (use agent-workflow-designer).