rosslabs-ai-toolkit

Auto-save and restore session context across compactions and restarts

Debug with memory of past bugs — pattern extraction and parallel domain assessment

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

End-to-end design tool for AI coding agents — guided UI builds, web/iOS/macOS guidance, visual checks, mockup matching, interaction testing, and native scanning

Map dependencies and analyze blast radius before changing code

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

Multi-phase build orchestration with integrated debugging: assess, plan, execute, review, iterate. Plan-verify gate on Phase 2. Optional UI design gates. Bundled debug-loop, debugging-memory, logging-tracer skills + MCP incident-memory server. Orchestrator owns when-to-fire; bundled skills own procedural detail; logging-tracer-bridge is an optional escalation hop to the standalone claude-code-debugger supporting plugin for extended capability.

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

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

Migrate Replit apps to web (Vercel) or native (iOS/macOS)

Extract blog and news content from any website

Visual mockup review with component-level ratings

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

Local doc-content cache + authoritative API source registry with a 7-day freshness contract