spectra-ask

Answer user questions using only documents under openspec/.

Updated Mar 19, 2026
One-click install
npx skills add https://github.com/Key0329/ai10-test-project --skill spectra-ask-key0329
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: spectra-ask
Source: https://github.com/Key0329/ai10-test-project/tree/main/.cursor/skills/spectra-ask
Command: npx skills add https://github.com/Key0329/ai10-test-project --skill spectra-ask-key0329

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides answers strictly based on documents under openspec/, ensuring responses are grounded in official specifications rather than general knowledge.

Core Features & Use Cases

  • Grounded search retrieving relevant openspec documents and archives with priority to main specs
  • Multi-language query support and deterministic answer generation from referenced files
  • Clear handling when content is missing by returning a explicit phrase to indicate no content

Quick Start

Ask a question using /spectra:ask followed by your query.

Frequently Asked Questions about spectra-ask

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

FAQPage Schema
How do I get answers from OpenSpec documentation instead of general knowledge?

To get answers from OpenSpec documentation instead of general knowledge, use the spectra-ask command to retrieve document-grounded explanations by searching and reading up to 10 matched files with source priority.

What happens when OpenSpec specs cannot answer my documentation question?

When OpenSpec specs cannot answer your documentation question, the system returns the exact phrase '規格文件中沒有這個內容' to explicitly indicate missing content and avoids any guesswork.

Can I use multi-language queries to search through openspec archives?

Yes, you can use multi-language queries to search through openspec archives, as the system supports multi-language query input for deterministic answer generation from the referenced specification files.

How many matched files does the grounded search read to generate an explanation?

The grounded search reads up to 10 matched files to generate an explanation, applying source priority to ensure responses are grounded in the main official specifications.

What is the best way to ensure my answers are strictly grounded in official specifications?

The best way to ensure answers are strictly grounded in official specifications is to use a grounded search tool that retrieves relevant openspec documents with priority to main specs and never uses general knowledge.

Does the documentation search apply priority when retrieving multiple matched spec files?

Yes, the documentation search applies source priority when retrieving multiple matched spec files, ensuring that main specifications are prioritized over other archives during the grounded answer generation.