Answer questions by searching and extracting content from openspec documents.
npx skills add https://github.com/ycs77/gh-aw-todo-app --skill spectra-ask-ycs77
Please help me install this Agent Skill. Skill: spectra-ask Source: https://github.com/ycs77/gh-aw-todo-app/tree/main/.claude/skills/spectra-ask Command: npx skills add https://github.com/ycs77/gh-aw-todo-app --skill spectra-ask-ycs77
This Skill ensures answers are strictly grounded in the project's openspec documents so users avoid hallucinations and get authoritative, traceable information from the codebase documentation.
Ask a question about the project's openspec documents by typing /spectra-ask followed by your query.
High-intent search queries and answers about installing and using this skill.
Search openspec documents for design decisions by using the spectra-ask Skill, which performs embedding-based vector search across openspec/specs and openspec/changes archives to retrieve authoritative, traceable content.
Getting answers from a project knowledge base without hallucinations requires strict source grounding; the spectra-ask Skill enforces read-only access and source prioritization to extract cited information directly from openspec documents.
Yes, querying openspec specifications with the spectra-ask Skill requires the spectra CLI to handle embedding-based vector search and explicit error checks for vector index states before composing answers.
Yes, you can retrieve change history and rationale from openspec archives; the spectra-ask Skill prioritizes main specs in openspec/specs but uses the openspec/changes archive to provide historical context and document-cited responses.
Vector search fails when querying project spec details if there are specific vector index state errors; the spectra-ask Skill detects and reports these explicit errors and stops the search process when those errors occur.
Limitations of using vector search for documentation retrieval include strict scope limits and read-only access; the spectra-ask Skill enforces sensitive-data redaction and reads up to ten files to ensure answers remain safe and on-topic.
seanmarsArchive completed spectra changes with artifacts and delta specs to OpenSpec.
mk-knight23Search the web via Brave Search API and synthesize cited summaries from multiple sources.
zechenzhangAGIManage a serverless vector database with hybrid search and metadata filtering.
jpjednorskiIndex and search Obsidian vault notes with qmd keyword and semantic queries.
