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Claude Code
Cursor
Codex CLI
Muse
OpenClaw+21 moreClaude CodeCursorCodex CLIMuseOpenClaw
Manus
Grok
Grok Bot+18 agentsRepair Bulk Operations, Partial Success & Consistency Bugs
Diagnose, review, and repair bulk operations, batching, partial success, per-item errors, retries, idempotency, transactions, progress tracking, cancellation, and consistency.
$8.99
Repair Bulk Operations, Partial Success & Consistency Bugs
Example session with this skill installed
An admin bulk editor updates thousands of records in chunks. A timeout can leave some chunks committed, while the retry path replays earlier items and the UI still reports one batch-level failure. Repair the consistency model.
- Read your context and instructions
- Compiled the repair bulk operations
The likely issue is a contract or lifecycle mismatch around bulk operations, batching, partial success, per-item errors, retries, idempotency, transactions, progress tracking, cancellation, and consistency. I would first state the invariant: A bulk operation must define per-item and batch-level success independently, preserve idempotency across retries, and expose partial completion without silently duplicating or losing work. Then I would map VERIFIED evidence against the owning boundary, keep LIKELY/UNKNOWN state explicit, apply or propose the narrowest repair, and add deterministic normal, boundary, interruption, retry/cancellation, and recovery tests. With repository/workspace access, findings can map to exact paths and focused local validation; with partial evidence, the result remains a bounded evidence map with no invented execution claims.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Repair Bulk Operations, Partial Success & Consistency Bugs is a bounded ToolForge Labs workflow. Diagnose, review, and repair bulk operations, batching, partial success, per-item errors, retries, idempotency, transactions, progress tracking, cancellation, and consistency. Works from repositories/workspaces or partial supplied evidence. Produces bounded fixes or evidence gates with deterministic validation while preserving authorization, security, public interfaces, user-visible behavior, and documented ownership, and never invents executed work. It works from a full repository/workspace or partial evidence such as snippets, logs, configuration, traces, documents, tickets, sample data, and architecture notes. The skill separates verified facts from assumptions, avoids invented execution claims, and produces concrete repair/review steps with focused deterministic validation or traceable evidence.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
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