rosslabs-ai-toolkit

Auto-save and restore session context across compactions and restarts

Coding Debugger for coding agents with debugging memory, verdict-based retrieval, pattern extraction, root-cause workflows, 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, native scanning, native layout-fill / gap analysis

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 native debugging: assess, plan, execute, review, iterate. Plan-verify gate on Phase 2. Optional UI design gates. Native debug-loop, debugging-memory, and logging-tracer skills provide root-cause investigation without a bundled MCP server. Orchestrator owns when-to-fire; bundled skills own procedural detail; the logging-tracer skill includes an optional Coding Debugger escalation hop to the standalone 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 polished demo clips — spotlight focus, lower-third captions, and a tagged library — across web, macOS, and iOS

Agent Rally Point — repo-local coordination surface for parallel coding agents (Claude Code, Codex, Gemini). Records claims, checks write boundaries, routes handoffs, and exposes room state via the rally CLI. Skills: agent-rally-point (per-session loop), rally-workflows (fan-out + dynamic-workflows protocol), mini-loop (per-task quality gate). Advisory-only hooks auto-fire on SessionStart + PreToolUse to surface room awareness and deconflict before edits — never blocks. Backend: rally CLI (cargo install --path crates/rally-cli).

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

Task-specific AI persona panels plus a recallable global persona library. CLI + Claude Code/Codex plugin.