byagentsope· 48 skills
Re-ingest-correctness SOP for production RAG. Activate when a calling agent builds, reviews, or debugs an ingestion pipeline that runs more than once over a changing corpus — scheduled re-index, incremental updates, CI re-ingest, or a "retrieval has duplicates / shows deleted docs" bug. Encodes the rule — ingestion must be idempotent: a document's content hash decides insert/update/skip, so re-running over unchanged docs is a no-op — plus the docstore + doc-hash upsert machinery (LlamaIndex IngestionPipeline + DocstoreStrategy), the delete-propagation problem, and cross-framework equivalents (LangChain index() + RecordManager, manual hash table). ENHANCE overlay over [[llamaindex]]: the IngestionPipeline exists in the base skill but the re-ingest-correctness contract is not surfaced.
$npx -y skills add agentsope/skillalchemy --skill agentsop-idempotent-ingestionInstalls into the current project.
Run `npx skills use "https://github.com/agentsope/skillalchemy" --skill "agentsope/skillalchemy/agentsop-idempotent-ingestion"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/agentsope/skillalchemy" that are relevant to the current task. Run `npx skills add "https://github.com/agentsope/skillalchemy"` and select the relevant skills, then follow their instructions.