Impl Python
- 3 repo stars
- Updated December 29, 2025
- rayk/lucid-toolkit
Ship Python services with FastAPI, Pydantic, and SQLAlchemy using eight focused implementation agents instead of one generic coding pass.
About
impl-python is a Lucid-toolkit implementation plugin aimed at developers who want structured Python delivery without juggling unrelated prompts. It bundles eight specialized agents that mirror how a small team would divide work: generate code, run tests, debug failures, wire SQLAlchemy persistence, integrate platforms, shape APIs, cut releases, and stabilize environments. The skill assumes you are past vague ideation and actively building backends or API-backed products where FastAPI and Pydantic are reasonable defaults. Use it when you need consistent implementation rituals rather than one-off chat snippets—especially for services, internal tools, and SaaS backends. It does not replace product validation or security review, but it compresses the Build phase into agent-sized steps that map cleanly to backend and integration subphases, with natural spillover into Ship when testing and release agents run.
- Eight specialized agents cover code generation, testing, debugging, data persistence, platform integration, APIs, releas
- Stack-aligned defaults for FastAPI, Pydantic, and SQLAlchemy with TDD-oriented implementation flows.
- Splits platform integration and release/env concerns into dedicated agents so solo builders do not mix deploy steps with
- Lucid-toolkit plugin packaging for repeatable Python implementation sessions in Claude Code.
Impl Python by the numbers
- Data as of Jul 7, 2026 (Skillselion catalog sync)
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| repo stars | ★ 3 |
|---|---|
| Last updated | December 29, 2025 |
| Repository | rayk/lucid-toolkit ↗ |
What it does
Ship Python services with FastAPI, Pydantic, and SQLAlchemy using eight focused implementation agents instead of one generic coding pass.
Files
Python implementation specialist plugin with 8 specialized agents for code generation, testing, debugging, data persistence, platform integration, API development, releases, and environment management
impl-python
Source: ./plugins/impl-python
{ "name": "impl-python", "tags": [ "python", "fastapi", "pydantic", "implementation", "tdd", "sqlalchemy" ], "source": "./plugins/impl-python", "version": "2.0.1", "category": "development", "description": "Python implementation specialist plugin with 8 specialized agents for code generation, testing, debugging, data persistence, platform integration, API development, releases, and environment management" }
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