Taylorhuston Ai Toolkit
taylorhuston-ai-toolkit is a Claude Code plugin for the Validate phase that enables customizable spec-driven development with file-based specs, tests, and orchestrated agent workflows.
by TaylorHuston · github.com/TaylorHuston/ai-toolkit
Install this toolkit to run spec-driven development in Claude Code with file-based specs, BDD/TDD hooks, architecture notes, and orchestrated agent workflows.
Add it to Claude Code
Install the plugin in Claude Code. One command, paste-ready.
/plugin install taylorhuston-ai-toolkit@TaylorHuston/ai-toolkitBuilt to be called by your agent
Skillselion is itself an MCP server. Your agent can pull this entry and a paste-ready install config straight from the API - no copy-paste.
Retrieve this entry with skillselion.get_details("plugin:TaylorHuston/ai-toolkit") and the paste-ready config with skillselion.get_install_config("plugin:TaylorHuston/ai-toolkit").
What it does
TaylorHuston ai-toolkit is a community Claude Code plugin framed as a lightweight, fully customizable way to practice Spec Driven Development inside the agent. Instead of jumping straight into code, you maintain specs and decisions as files the model can read, then drive implementation, tests, and review from that source of truth. Keywords in the catalog—feature specs, BDD, TDD, code review, orchestrated workflow—signal a methodology span from scoping through verification, which suits indie builders who want repeatable structure without a heavy enterprise ALM stack. You customize commands and state to match your repo layout, so the toolkit behaves more like an extensible process shell than a single task integration. Expect to invest setup time aligning folder conventions and agent roles. Once wired, it supports consistent handoffs from validated scope into build and ship review. The listing shows one plugin and about eleven stars, so validate the fit on a side project before betting a production roadmap on it.
Highlights
- Lightweight, customizable spec-driven development framework for Claude Code
- File-based feature specs and architecture decision support
- BDD and TDD oriented workflow keywords and review hooks
- Orchestrated multi-agent or multi-command state management
- Single plugin bundle (pluginCount: 1) with broad workflow vocabulary
Why builders use it
Your agent sessions drift without a durable spec and test contract, so features ship with unclear scope and inconsistent review.
After registration, Claude Code can follow your file-based specs, BDD/TDD cues, and orchestrated commands from scope through review.
At a glance
- Type - Plugin in Development Tools.
- Adoption - 0 installs, 11 stars, 0 votes.
FAQ
Who is taylorhuston-ai-toolkit for?
It is for developers using Claude Code who want structured spec-driven, BDD/TDD-friendly workflows with customizable commands and file-based artifacts.
When should I use taylorhuston-ai-toolkit?
Use it when defining feature scope, writing specs, planning tests, and running orchestrated implementation or review passes in the same agent environment.
How do I add taylorhuston-ai-toolkit to my agent?
Install the TaylorHuston/ai-toolkit plugin into Claude Code, configure your spec and workflow files per the repository, then invoke the toolkit commands from chat.
Comments
Share how you use taylorhuston-ai-toolkit, gotchas, or tips for other indie builders.
No comments yet - be the first to share how you use it.