Community Plugin

ai-research-workflows

Name: ai-research-workflows
Rating: 4.1 (17 reviews)
Author: uw-ssec

Structured AI-enabled research workflows for software development: Research, Plan, Experiment, Implement

1.0.0

Updated 5 days ago

AI Insight

Provides structured AI-guided workflows for complex software development, organizing tasks into research, planning, experimentation, implementation, and validation phases.

Why this plugin

Offers a systematic, phased approach to complex development, reducing cognitive load and improving outcomes by breaking projects into manageable stages with clear goals and validation steps.

Prerequisites

Requires Claude Code environment; installation via plugin marketplace command: /plugin marketplace add uw-ssec/rse-plugins.

workflow

productivity

development

Install

Add the repository(one-time)

/plugin marketplace add uw-ssec/rse-plugins

Install the plugin

/plugin install ai-research-workflows@rse-plugins

Components

Commands

CRITICAL DIRECTIVE

/experiment

inherits

Experiment with different approaches before committing to implementation

Create Handoff

/handoff

inherits

Create a handoff document to transfer work context to another session

Getting Started

/implement

inherits

Implement changes based on an approved plan, tracking progress phase by phase

Initial Response

/iterate-plan

inherits

Update an existing implementation plan based on feedback

Initial Response

/plan

inherits

Create a detailed implementation plan through interactive research and iteration

CRITICAL DIRECTIVE

/research

inherits

Research a codebase or topic to build context for a task

Initial Setup

/validate

inherits

Validate that an implementation was correctly executed against its plan

Agents

research-workflow-orchestrator

/research-workflow-orchestrator

inherit

all tools

Use this agent when the user wants to "research the codebase", "plan implementation", "iterate on the plan", "experiment with solutions", "implement the plan", "validate implementation", mentions "AI workflow", "structured development", "workflow orchestration", or wants guidance on using the structured research workflow (Research → Plan → Iterate Plan → Experiment → Implement → Validate).

Skills

research-workflow-management

inherits

5 assets

This skill should be used when the user asks to "research the codebase", "plan implementation", "iterate on the plan", "experiment with solutions", "implement the plan", "validate implementation", "AI workflow", "structured development", "workflow orchestration", or mentions any phase of the structured research workflow (Research → Plan → Iterate Plan → Experiment → Implement → Validate).

Stats

Stars17

Forks5

MaintenanceExcellent

Last Commit5 days ago

Community Promotion

Collections

Links

View on GitHub

View README

Plugin Marketplace JSON

Similar Plugins

prompts.chat

149.6k

214

Access thousands of AI prompts and skills directly in your AI coding assistant. Search prompts, discover skills, save your own, and improve prompts with AI.

v1.0.0

plugin-dev

73.8k

Comprehensive toolkit for developing Claude Code plugins. Includes 7 expert skills covering hooks, MCP integration, commands, agents, and best practices. AI-assisted plugin creation and validation.

3mo

v0.1.0

superpowers

68.7k

197

Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques

v4.3.1

everything-claude-code

56.9k

147

Complete collection of battle-tested Claude Code configs from an Anthropic hackathon winner - agents, skills, hooks, and rules evolved over 10+ months of intensive daily use

v1.7.0