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home/skills/agentsope/skillalchemy/agentsop-idempotent-ingestion
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agentsop-idempotent-ingestion

byagentsope· 48 skills

Stars

223

Forks

12

Category

Data Science & Analytics

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TL;DR

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.

How to install agentsop-idempotent-ingestion?

agentsope/skillalchemy/agentsop-idempotent-ingestion
$npx -y skills add agentsope/skillalchemy --skill agentsop-idempotent-ingestion

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

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 whole pack

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.

Preview

agentsope/skillalchemyagentsope/skillalchemy

$ npx -y skills add agentsope/skillalchemy --skill agentsop-idempotent-ingestion

▸ installing to .claude/skills…

✓ agentsop-idempotent-ingestion ready

Repoagentsope/skillalchemy
TypeSkills
CategoryData Science & Analytics
ForArchitectOps
UpdatedJun 2026
License—
First seenJul 26, 2026

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