research-task

Researches a codebase for task-relevant architecture, dependencies, and test coverage, generating a document with optional prototypes.

Updated Mar 14, 2026

Search Tags:#documentation #software development #prototyping #code exploration #task planning #codebase research

Ready to run

npx skills add https://github.com/danielmichaels/knative-dash --skill research-task-danielmichaels

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research-task
Source: https://github.com/danielmichaels/knative-dash/tree/main/.claude/skills/research-task
Command: npx skills add https://github.com/danielmichaels/knative-dash --skill research-task-danielmichaels

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the initial phase of software development tasks by thoroughly researching the codebase, identifying potential overlaps with existing work, and documenting findings to inform planning and implementation.

Core Features & Use Cases

Codebase Exploration: Analyzes architecture, patterns, dependencies, and test coverage relevant to a new task.
Overlap Detection: Scans existing task research to prevent redundant work.
Decision Prototyping: Creates runnable prototypes for complex, experiential tradeoffs.
Use Case: Before starting to implement a new feature, use this Skill to understand how similar features are built, what libraries are used, and if any existing code can be leveraged or needs modification.

Quick Start

Use the research-task skill to research adding rate limiting to the API endpoints.

Frequently Asked Questions about research-task

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I research a codebase before starting a new software development task?▼

Codebase research involves analyzing architectural patterns, dependencies, and test coverage relevant to a new task. This process identifies potential overlaps with existing work and generates a detailed research document to inform task planning and prevent redundant implementation.

What is the best way to prevent redundant work when adding new features?▼

Preventing redundant work requires scanning existing task research to detect overlaps before implementation. By thoroughly exploring the codebase architecture and dependencies, you can identify existing code that can be leveraged or needs modification for the new feature.

How does code exploration help with task planning and prototyping?▼

Code exploration informs task planning by documenting architectural patterns and dependencies. For complex experiential tradeoffs, it can generate runnable prototypes alongside the research document, allowing you to evaluate different implementation approaches before committing.

Can I check test coverage and dependencies as part of codebase research?▼

Yes, codebase research includes analyzing test coverage and identifying dependencies relevant to a given task description. This analysis helps you understand how similar features are built and what libraries are used before starting implementation.

When do I need to generate prototypes for experiential tradeoffs?▼

Prototypes for experiential tradeoffs are needed when implementing complex features where different approaches yield varying user or system experiences. Creating runnable prototypes during codebase research allows you to evaluate these tradeoffs before finalizing task planning.