claude

protolabs

AI Development Studio - Manage Kanban boards, AI agents, and feature orchestration via MCP

7 on GitHubby Proto Labs AIv0.107.1SEE LICENSE IN LICENSEupdated 2 days agodevelopment
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Plugin protolabs from marketplace protolabs-plugins in protoLabsAI/protoMaker. Commands read from the repo's manifest — 2 days ago.

This plugin runs code on your machine — its hooks fire automatically on events like tool use and it starts local MCP servers. The exact commands are listed below; read them before installing.

What it installs

Slash commands (19)

  • /protolabs:auto-mode

    Start or stop protoLabs Studio auto-mode for autonomous feature processing. Agents automatically pick up backlog features respecting dependencies.

  • /protolabs:board

    View and manage the protoLabs Studio Kanban board. List features, check status, create new features, or review agent output.

  • /protolabs:bug_triage

    Autonomous PR remediation — triage a failing or blocked PR, file a fix feature on the target project board, then antagonistically review on completion. Dispatched by protoWorkstacean's pr-remediator plugin.

  • /protolabs:cli-control

    Manage the protoMaker board and crew entirely through the `protomaker` CLI (no MCP). Use when MCP is unavailable, in scripts/CI, or when you want deterministic shell control over features, agents, auto-mode, and PRs.

  • /protolabs:context

    Manage context files that are injected into AI agent prompts. Add coding standards, architectural guidelines, or project-specific rules.

  • /protolabs:deep-research

    Research codebase before planning a feature. Gathers context, identifies patterns, and documents constraints.

  • /protolabs:due-diligence

    Validate approaches and question architectures with evidence-based research. Use when evaluating a technology choice, validating an approach, comparing solutions, or questioning an architectural decision.

  • /protolabs:improve-prompts

    Analyze, critique, and improve prompts for LLM agents — system prompts, templates, or any instruction set.

  • /protolabs:orchestrate

    Manage feature dependencies and execution order. Set up which features must complete before others can start.

  • /protolabs:plan-project

    Full project lifecycle — research, PRD, milestones, feature creation, and launch.

  • /protolabs:provision_discord

    Quinn subskill — provision a Discord category and standard project channels (#dev, #alerts, #releases) for a new project. Called by Ava's onboard_project skill during project onboarding. Returns { categoryId, channels: { dev, alerts, releases } }.

  • /protolabs:quinn

    Activates Quinn, QA Engineer. Validates releases, runs regression checks, verifies service wiring, tests API endpoints, and generates pass/fail reports. Use when you need QA work, release verification, endpoint testing, wiring checks, or regression analysis. Invoke with /quinn or when user says "QA"

  • /protolabs:roxy

    Activates Roxy, your per-project autonomous operator. Manages a single project board end-to-end — creates features, dispatches crew, monitors agents, merges PRs — using only the `protomaker` CLI. No MCP tools. Use for per-project board management, feature dispatch, crew supervision, or when you need

  • /protolabs:setup-tracing

    Set up Langfuse tracing for Claude Code in the current project. Configures the Stop hook and environment variables so every conversation turn is traced.

  • /protolabs:setuplab

    Point at any repo — scan it, measure the gap against our gold standard, initialize automation, and create alignment work. The entry point for onboarding projects to protoLabs Studio. Accepts either a git URL or a local path.

  • /protolabs:ship

    Ship current changes — stage, commit, push, create PR, enable auto-merge. Handles conflicts automatically.

  • /protolabs:sparc-prd

    Create a SPARC-style Product Requirements Document for a feature or project.

  • /protolabs:update-plugin

    Update the protoLabs Claude Code plugin to the current version. Handles uninstall, reinstall, env migration, and verification.

  • /protolabs:welcome

    User onboarding — detect setup state, collect identity, orient to the board, create a first feature, and print a command reference card.

Subagents (11)

  • agent-reviewer

    Review completed agent work and provide feedback or suggest improvements.

  • codebase-analyzer

    Analyze a codebase to understand structure, patterns, and suggest feature dependencies.

  • deep-research

    Codebase exploration agent for gathering context before planning.

  • devops-backup

    Backup and restore Automaker Docker volumes.

  • devops-health-check

    Run comprehensive health diagnostics for Automaker deployment.

  • devops-logs

    Analyze Automaker container logs for errors, patterns, and issues.

  • feature-factory

    Creates features from project phases with proper dependencies.

  • feature-planner

    Break down a complex feature into smaller, implementable tasks with proper dependencies.

  • prd-reviewer

    PRD validation agent that checks quality and feasibility.

  • project-scaffold

    Creates project directory structure from approved PRD.

  • sparc-prd

    SPARC PRD creation agent for structured requirements documents.

MCP servers (1)

  • studio

    runs: bash ${CLAUDE_PLUGIN_ROOT}/hooks/start-mcp.sh

Hooks (28)

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/compaction-prime-directive.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/session-context.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/check-mcp-health.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/session-context.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/check-mcp-health.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/session-context.sh"

  • PreToolUse

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/block-dangerous.sh"

  • PostToolUse

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/auto-update-plugin.sh"

  • PostToolUse

    node "${CLAUDE_PLUGIN_ROOT}/hooks/scripts/post-edit-typecheck.js"

  • PostToolUse

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/auto-start-agent.sh"

  • PreCompact

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/pre-compact-save-state.sh"

  • SessionEnd

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/session-end-save.sh"

  • SessionEnd

    node "${CLAUDE_PLUGIN_ROOT}/hooks/scripts/evaluate-session.js"

  • PostToolUseFailure

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/handle-mcp-failure.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/compaction-prime-directive.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/session-context.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/check-mcp-health.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/session-context.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/check-mcp-health.sh"

  • SessionStart

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/session-context.sh"

  • PreToolUse

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/block-dangerous.sh"

  • PostToolUse

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/auto-update-plugin.sh"

  • PostToolUse

    node "${CLAUDE_PLUGIN_ROOT}/hooks/scripts/post-edit-typecheck.js"

  • PostToolUse

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/auto-start-agent.sh"

  • PreCompact

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/pre-compact-save-state.sh"

  • SessionEnd

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/session-end-save.sh"

  • SessionEnd

    node "${CLAUDE_PLUGIN_ROOT}/hooks/scripts/evaluate-session.js"

  • PostToolUseFailure

    bash "${CLAUDE_PLUGIN_ROOT}/hooks/handle-mcp-failure.sh"

View source on GitHub protolabs.studio

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