executing-plans
executing-plans
Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available
cli-and-indexingOperate the PaperQA pqa CLI and local full-text index workflows safely.
Independent GitHub snapshot · Automated classification · Original documentation governs
Use this sub-skill when the task is about the pqa command-line interface or
PaperQA's local search indexes: pqa ask, pqa search, pqa index, pqa view,
pqa save, --settings, --index, PQA_HOME, manifest CSVs, named indexes,
autogenerated indexes, answer history search, and index reuse or invalidation.
Do not use this sub-skill for Python Docs/ask/agent_query RAG code,
parser internals, metadata-provider APIs, or deep model/provider settings. Route
those to the sibling sub-skills for agentic RAG, docs/parsing, metadata/sources,
and settings/configuration.
pqa entry point or parser behavior. It only
inspects help text and does not run queries, embeddings, or metadata lookups.pqa ask and pqa index can call LLM, embedding, and paper-metadata providers
while parsing, indexing, searching, or answering unless the user configured
local/fake/offline-compatible settings. Before running those commands, make the
provider, credential, network, cost, and rate-limit implications explicit.
Prefer pqa view, pqa search on an existing index, inspect_cli.py, and
validate_manifest.py for dry-run or diagnostic steps.
pqa view / pqa save, then
cross-route provider details to ../settings-and-configuration/SKILL.md.pqa search with the correct --index and --agent.index.index_directory.../agentic-rag/SKILL.md.../docs-and-parsing/SKILL.md.