sdd-spec

Converts ambiguous data investigation requests into precise evidence specifications for Data Manager flows.

Updated Mar 12, 2026
One-click install
npx skills add https://github.com/PixelDroid19/Data-Management-Analyst --skill sdd-spec-pixeldroid19
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sdd-spec
Source: https://github.com/PixelDroid19/Data-Management-Analyst/tree/main/skills/sdd-spec
Command: npx skills add https://github.com/PixelDroid19/Data-Management-Analyst --skill sdd-spec-pixeldroid19

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill transforms vague investigation requests into precise, actionable specifications, ensuring that subsequent data tracing efforts are focused and verifiable.

Core Features & Use Cases

  • Scope Definition: Clearly outlines what evidence is mandatory, what is out of scope, and the criteria for completion.
  • Evidence Matrix: Helps visualize and track the collection of crucial data points like source screens, payloads, and channel contracts.
  • Use Case: When tasked with understanding a complex Data Manager flow, this Skill ensures the investigation plan explicitly states which components (e.g., specific screens, backend endpoints, event channels) must be analyzed and what specific data points need to be confirmed before the investigation is considered complete.

Quick Start

Use the sdd-spec skill to define the investigation scope for tracing the 'user-profile-update' Data Manager flow.

Frequently Asked Questions about sdd-spec

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

FAQPage Schema
How do I define investigation scope for tracing a Data Manager flow?

Defining investigation scope for tracing a Data Manager flow requires converting ambiguous requests into precise evidence specifications. You must explicitly outline mandatory evidence, scope boundaries, and completion criteria for analyzing specific screens or channel contracts.

What is an evidence matrix for data management investigation?

An evidence matrix for data management investigation is a structured tracking tool that visualizes crucial data points. It helps track the collection of source screens, payloads, and channel contracts to verify subsequent data tracing efforts.

How do I specify mandatory evidence and out-of-scope items for backend tracing?

To specify mandatory evidence and out-of-scope items for backend tracing, you outline scope boundaries and completion criteria. This ensures the investigation plan explicitly states which components and data points must be analyzed and confirmed.

Can I use this approach to trace single screens and channel contracts?

Yes, you can use this specification approach to trace single screens and channel contracts. It defines mandatory evidence and completion criteria specifically for confirming data points within individual screen interfaces or channel contract flows.

What is the best way to structure open questions for an agentic data investigation?

Structuring open questions for an agentic data investigation involves explicitly defining target flows, evidence matrices, and scope boundaries. This precise specification format ensures subsequent automated stages have clear parameters for tracing data.