Retrieve specification knowledge from openspec/ documents via semantic vector search.
npx skills add https://github.com/zooroy/appt-system --skill spectra-ask-zooroy
Please help me install this Agent Skill. Skill: spectra-ask Source: https://github.com/zooroy/appt-system/tree/main/.agents/skills/spectra-ask Command: npx skills add https://github.com/zooroy/appt-system --skill spectra-ask-zooroy
It helps you quickly find and answer questions by searching the project’s specification documents under openspec and grounding the response in what the files actually say.
Ask a question like: $spectra-ask how the availability calculation handles past time slots?
High-intent search queries and answers about installing and using this skill.
To get answers from openspec specification documents, you ask a question and the system runs a semantic vector search over the repository, reading up to 10 matched files to generate a grounded response based strictly on the retrieved spec content.
Semantic search for feature discovery uses embedding-based vector search to match cross-language queries to relevant spec content, prioritizing the openspec/specs directory over the openspec/changes/archive when overlapping topics are found.
Yes, you can ask specification questions in different languages. The semantic vector search applies embedding-based matching to support cross-language queries, allowing users to retrieve relevant openspec document content in Chinese, English, or Japanese.
When spec files don't contain the answer, the system explicitly responds that the specification documents lack the needed content, ensuring responses rely only on retrieved openspec files without outside knowledge.
Yes, you need the spectra CLI to search your knowledge base. The question-answering process runs the spectra search command to find matched specification files and retrieve their content for grounded responses.
seanmarsArchive completed spectra changes with artifacts and delta specs to OpenSpec.
dandacompanyGenerate structured Markdown reports of BlueKiwi workflow activities with summaries and findings.
MSamiulHasnatIndex embeddings and perform context-aware similarity queries for document retrieval.
cashwuQuery openspec documents with vector search to answer specification-based questions.
