Toolkit

Research, implementation guides, and interactive tools for building AI systems. Select a card to open it here. Expand or minimize the panel without losing your place.

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RossLabs Claude Code Plugins

17 open-source plugins for Claude Code — build-loop, ibr, navgator, bookmark, claude-code-debugger, and more. Version-tracked, installable via Claude Code's standard plugin workflow.

Browse all 17 plugins

Each card links to its GitHub repo. Plugins with a writeup also link into Projects.

build-loop

v0.28.0

developer tools

Checked, repeatable build workflow for multi-file changes, with planning, execution, review, iteration, learning, DOE optimization, debugger memory, and architecture mapping.

build-loop orchestration agents

ibr

v1.3.0

developer tools

End-to-end UI design and validation: guided builds, visual checks, mockup matching, and native scanning.

ui validation visual-regression

navgator

v0.9.0

developer tools

Map dependencies and analyze blast radius before changing code.

architecture dependencies impact-analysis

bookmark

v0.3.2

developer tools

Session context continuity — auto-save and restore context across compactions and terminal closures.

context snapshots session-continuity

claude-code-debugger

v1.9.0

developer tools

Standalone supporting plugin for Build Loop debugger bridges, with cross-project incident memory and assessor coverage.

debugging memory incident-tracking

research

v0.5.1

developer tools

Structured research with a central knowledge base, source scoring, and claim verification.

research knowledge-base fact-checking

agent-builder

v0.3.0

developer tools

Design and evaluate agentic harnesses with playbooks and an architecture catalog.

agent harness architecture

prompt-builder

v0.1.2

developer tools

Classify, diagnose, rewrite, and score prompts by model tier and deployment.

prompt policy classification

pyramid-principle

v0.1.2

writing

Barbara Minto's Pyramid Principle for short-form, long-form, presentations, and audits.

writing pyramid-principle minto

showcase

v0.1.2

developer tools

[Deprecated - use spectra] Dev asset capture for blog and website content.

screenshots video capture

spectra

v0.3.0

developer tools

Capture screenshots, videos, and demos across platforms with a tagged library.

screenshots video-capture content-creation

mockup-gallery

v0.5.1

design

Visual mockup review with component-level ratings.

design-review mockups ui

replit-migrate

v0.1.1

developer tools

Migrate Replit apps to web (Vercel) or native (iOS/macOS) with encoded lessons from real migrations.

replit migration ios

web-scraper

v0.5.0

developer tools

Extract blog and news content from any website.

scraper web blog

stratagem

v0.1.0

research

Market research agent: documents, web scraping, SEC filings, and financial analysis.

research sec financial-analysis

agent-astronomer

v0.1.0

developer tools

Query local Claude Code skills, agents, and plugins from any conversation.

skills plugins agents

api-registry

v0.2.0

developer tools

Local registry of authoritative API source URLs to prevent stale-data drift.

api registry docs

Install

Add the marketplace, then install any plugin via Claude Code.

# Add the marketplace — use owner/repo format (not the GitHub web URL)
claude plugin marketplace add tyroneross/RossLabs-AI-Toolkit

# Install any plugin from it
claude plugin install build-loop@rosslabs-ai-toolkit
claude plugin install ibr@rosslabs-ai-toolkit
claude plugin install navgator@rosslabs-ai-toolkit

Tools, guides, and research