spectra-ask

Answer questions about openspec/docs using grounded evidence from repository files.

Updated Mar 26, 2024
One-click install
npx skills add https://github.com/SHUSHU010829/shushu.tw --skill spectra-ask-shushu010829
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: spectra-ask
Source: https://github.com/SHUSHU010829/shushu.tw/tree/main/.claude/skills/spectra-ask
Command: npx skills add https://github.com/SHUSHU010829/shushu.tw --skill spectra-ask-shushu010829

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users query the repository's openspec documents and generate grounded, document-based answers for user questions.

Core Features & Use Cases

  • Grounded Q&A: answers are derived solely from openspec/docs.
  • Search and context: uses vector search to locate relevant spec and archive files and returns concise summaries anchored to evidence.
  • Language- and context-aware: handles questions in multiple languages and ensures responses do not rely on general knowledge.

Quick Start

Ask a question after spectra-ask and receive a grounded answer drawn only from openspec/docs.

Frequently Asked Questions about spectra-ask

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

FAQPage Schema
How do I get grounded answers from openspec documentation?

To get grounded answers from openspec documentation, ask a question and the Skill locates relevant spec files using vector search, reading up to ten matched files to return concise summaries anchored strictly to repository evidence.

Does spectra-ask use external knowledge when answering questions about specs?

No, spectra-ask never uses external knowledge or general knowledge when answering questions about specs. It applies a strictly source-based approach, deriving responses solely from openspec documents and relevant archives.

Can I query openspec documents in multiple languages?

Yes, you can query openspec documents in multiple languages. The Skill is language- and context-aware, ensuring responses are grounded in repository evidence regardless of the language used in the question.

What is the best way to extract information from openspec archives?

The best way to extract information from openspec archives is using a grounded Q&A approach that prioritizes main specs. The Skill applies vector search to locate relevant files and returns evidence-anchored summaries without relying on external information.

Do I need the Spectra CLI to answer questions about repository specs?

Yes, you need the Spectra CLI to answer questions about repository specs. The Skill requires the Spectra CLI and vector search results to identify and extract grounded evidence from openspec documents.

How many files does spectra-ask read when searching openspec documents?

Spectra-ask reads up to ten matched files when searching openspec documents. It prioritizes main specs over archives during vector search to generate strictly source-based, grounded answers.