PARA Resource — Vespa CLI, pyvespa SDK, and Agent Skills Reference Catalog

Reusable reference resource (role: resource, para: resource) indexing the sibling developer tools and agent skills in “.

1. skills/ — 7 Verified Agent Skill Packages

Skill DirectoryPrimary AnchorGoverned Domain Guide
skills/app-package/skills/app-package/SKILL.mdschemas-app-packages
skills/schema-authoring/skills/schema-authoring/SKILL.mdschemas-app-packages
skills/query-builder/skills/query-builder/SKILL.mdquerying-yql
skills/feed-operations/skills/feed-operations/SKILL.mdfeeding-operations
skills/pyvespa/skills/pyvespa/SKILL.mdai-rag
skills/vespa-cli/skills/vespa-cli/SKILL.mdfeeding-operations
skills/elasticsearch-migration/skills/elasticsearch-migration/SKILL.mdsearch-ranking

2. pyvespa/ — Python Client & Evaluation SDK

  • pyvespa/vespa/package.py (ApplicationPackage, Schema, Document, Field, RankProfile, HNSW)
  • pyvespa/vespa/application.py (Vespa client session, sync/async feed and query execution)
  • pyvespa/vespa/querybuilder/ (programmatic YQL and grouping construction)
  • pyvespa/vespa/evaluation.py (VespaEvaluator and VespaMatchEvaluator for IR metrics)