jamesgray-ai

jamesgray-ai/handsonai-plugins

Plugin Claude Code

Claude Code plugins for AI builders from handsonai.info.

jamesgray-ai/handsonai-plugins

Plugin Claude Code

Everything you need to design, build, and document AI workflows. The AI Workflow Framework as executable Claude Code skills, plus an AI registry and feature-spec toolkit.

jamesgray-ai/handsonai-plugins

Agent

Use this agent when the user wants to deconstruct a business workflow into AI building blocks. This agent orchestrates the end-to-end 7-step AI Workflow Framework process. It runs interactively — the user describes their workflow, the agent decomposes it, designs the AI implementation, and produces executable outputs.…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

This skill should be used when the user wants to analyze AI workflow opportunities, run a workflow audit, find automation candidates, or says "where can AI help". Scans memory and conversation history, interviews the user about their work, then produces a prioritized opportunity report with structured workflow…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

This skill should be used when the user wants to deconstruct a workflow, break down a business process, capture requirements for an AI workflow, or define a goal for an agent system. Step 2 is the PRD for the workflow — it captures what the workflow must do, the rules it must follow, and the edge cases it must handle…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

This skill should be used when the user has a Workflow Requirements document and wants to design an AI workflow. It gathers architecture decisions, assesses workflow autonomy level, chooses an orchestration mechanism and involvement mode, classifies steps, maps building blocks, identifies skill candidates, configures…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

Evaluate a running AI workflow for quality, relevance, and evolution opportunities. Use when the user wants to review how a deployed workflow is performing, check if it needs tuning, or assess whether it should graduate to a more capable orchestration mechanism. Also use when the user says "continue my workflow" and…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

This skill should be used to maintain the user's AI Registry — the registry/ knowledge bundle and its derived views (the REGISTRY.md dashboard, directory indexes, GENERATED blocks, and the visual HTML dashboard). Triggers: "update my registry", "refresh my registry", "lint my registry", "generate my dashboard", "what…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

This skill should be used when the user wants to name a workflow, write workflow descriptions, standardize workflow documentation, add a workflow to the AI Registry, or structure workflow entries. Generates consistent, outcome-focused names and descriptions for business workflows and records them in the workflow's…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

This skill should be used when the user has built and tested workflow artifacts and wants a Run Guide for deploying and operating their AI workflow. It generates a plain-language guide with setup steps, deployment patterns, and sharing instructions — tailored to the user's platform and build path. Also use when the…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

This skill should be used when the user wants to set up their AI Registry as a knowledge bundle — a registry/ folder with SCHEMA.md and concept nodes for their business. Triggers: "set up my registry", "set up my AI registry", "create my registry", "stand up my knowledge base", "scaffold my registry", starting the…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

Guide structured testing of AI workflow artifacts, evaluate output quality, identify which building blocks need adjustment, and determine readiness for deployment. Use when the user has built workflow artifacts and needs to test them. Also use when the user says "continue my workflow" and the workflow manifest shows…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

Use when starting a new feature, defining requirements before implementation, or when the user says "new feature", "create a spec", "create a PRD", or "feature PRD".

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

Write Business Process Guide documentation that explains when, why, and how to execute a complete business process with its component workflows, and save as markdown files. Use when documenting a business process end-to-end, creating playbooks, or explaining how multiple workflows fit together. Triggers on "write…

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

Use when a user has a fuzzy idea they want to explore before writing a formal PRD. Captures the essence of an idea as a Vision Brief — a structured, business-focused artifact that feeds directly into the feature-prd workflow.

jamesgray-ai/handsonai-plugins

Skill Claude CodeCodex

Write Standard Operating Procedure documentation for workflows and save as markdown files. Selects full or lightweight SOP template based on autonomy level (deterministic vs. guided/autonomous), then adapts for workflow type (Manual, Augmented, Automated). Use when the user asks to write an SOP, document a workflow…

jamesgray-ai/handsonai-plugins

Plugin Claude Code

A complete, runnable worked example of multi-agent orchestration. Four specialist agents research, write, edit, and publish a business article, with automatic delegation, machine quality gates, and an enforced human approval step. Built to be read and adapted, not used as-is.

jamesgray-ai/handsonai-plugins

Agent

Researches real-world AI implementations and gathers evidence: named companies, quantified outcomes, and credible cited sources. Use PROACTIVELY as the FIRST step of any evidence-based content pipeline — a business article, analysis, or report about how organizations use AI — before any writing begins. Do not gather…

jamesgray-ai/handsonai-plugins

Agent

Edits business writing to Harvard Business Review publication standards: the big idea, structure, evidence quality, and executive voice. Use PROACTIVELY as the EDITING step once a draft exists, and always before anything is published. Do not edit the prose yourself; dispatch this agent. In a pipeline it reads…

jamesgray-ai/handsonai-plugins

Agent

Turns an approved article into finished deliverables: web-ready markdown plus a formatted Word document, with SEO metadata and publication-quality layout. Use as the FINAL step of a content pipeline, and only after a human has explicitly approved the edited article — publishing is the irreversible step. In a pipeline…

jamesgray-ai/handsonai-plugins

Agent

Writes business-focused content about AI, data, and technology for senior leaders — articles, executive briefs, thought leadership, LinkedIn posts — translating technical depth into business consequence. Use PROACTIVELY as the DRAFTING step once a research dossier exists. Do not write the prose yourself; dispatch this…

jamesgray-ai/handsonai-plugins

Command

Deterministic version of the HBR article pipeline — the orchestrator follows an explicit, fixed sequence (contrast to /hbr-article).

jamesgray-ai/handsonai-plugins

Command

Produce a business article through automatic delegation — you choose which specialist agents to use and when.

jamesgray-ai/handsonai-plugins

Hook

Runs before the agent uses a tool for Task and Agent tool calls, executing publish-gate.sh via bash. From jamesgray-ai/handsonai-plugins.