RP

    Repair Partial Batch Failures

    by Mariusz Wrzeszczynski

    1

    Repair bulk APIs, imports, and workers where one failed item hides successful work or triggers unsafe full retries.

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    Works with the AI tools you already use

    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLIVVS CodeWWindsurfMManus+14 more

    See it in action

    You say

    Fix our CSV importer. Currently, if one row has a formatting error, the entire upload fails and we have to restart the whole 10,000 row file.

    Your agent does

    I have updated the CsvImporter service to use database savepoints. Valid rows are now committed in chunks of 50, while invalid rows are logged to a new partial_failures table. You can now retry only the failed rows via the new /retry-batch endpoint.

    What you get

    Convert all-or-nothing imports to partial-success workflowsAdd resumable checkpoints to long-running data pipelinesPrevent duplicate API side effects during batch retriesIsolate and log specific failing records in bulk operations

    About this skill

    Repair bulk APIs, imports, and workers where one failed item hides successful work or triggers unsafe full retries.

    This skill traces per-item state, transaction boundaries, side effects, and retry behavior. It adds partial-success results, savepoints, resumable checkpoints, idempotent retries, and recovery tests.

    ✔ Preserve successful items ✔ Retry only unresolved work ✔ Report exact item outcomes ✔ Recover after mid-batch crashes

    Ideal for imports, bulk APIs, sync jobs, and data pipelines.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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    Creator

    Mariusz Wrzeszczynski
    Mariusz Wrzeszczynski

    109 skills on Agensi

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