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spectra-ask

Query OpenSpec documents and answer questions strictly from spec content.

45|3|Updated Jan 20, 2026
Search Tags:#documentation#ai-assistant#openspec#multilingual#knowledge-base#spec-queries
One-click install
npx skills add https://github.com/YuDefine/nuxt-supabase-starter --skill spectra-ask-yudefine
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: spectra-ask
Source: https://github.com/YuDefine/nuxt-supabase-starter/tree/main/.claude/skills/spectra-ask
Command: npx skills add https://github.com/YuDefine/nuxt-supabase-starter --skill spectra-ask-yudefine

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Query OpenSpec documents and answer questions strictly based on spec content.

Core Features & Use Cases

  • Grounded Q&A: Answer questions only from OpenSpec documents, avoiding general knowledge.
  • Multilingual Support: Accepts questions in multiple languages and maps them to the correct specs.
  • Knowledge Integrity: Uses main specs as authoritative sources and cites relevant files when possible.

Quick Start

Ask spectra-ask a question about a spec to get a grounded answer.

Frequently Asked Questions about spectra-ask

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

FAQPage Schema
How do I query OpenSpec documents to get answers based strictly on spec content?▼

To query OpenSpec documents, you ask a question and receive answers strictly grounded in the spec content, ensuring the tool avoids general knowledge extrapolations and only uses the provided documentation.

Can I ask spec queries in multiple languages and still get accurate answers?▼

Yes, you can ask spec queries in multiple languages. The tool accepts multilingual questions and maps them to the correct OpenSpec documents to provide accurate, grounded answers.

Does this spec assistant cite the specific files used to generate an answer?▼

Yes, the spec assistant prioritizes main specs as authoritative sources and cites the relevant OpenSpec files when possible to ensure knowledge integrity and traceability.

What is the best way to prevent AI extrapolations when searching a technical knowledge base?▼

The best way to prevent AI extrapolations is to use a grounded Q&A assistant that operates strictly on spec content, explicitly configured to avoid general knowledge and extrapolate nothing beyond the provided sources.

When should I not use this approach for spec queries?▼

You should not use this approach for spec queries when you need answers that require general knowledge outside the OpenSpec documentation or when the required information is not present in the main specs.

Why does the assistant prioritize main specs over other sources?▼

The assistant prioritizes main specs to maintain knowledge integrity, using them as the authoritative source for grounded answers and citing relevant files to ensure the response is verified and accurate.

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