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Repair API Client Integration, Error & Retry Bugs
Repair API Client Integration, Error & Retry Bugs is a bounded ToolForge Labs workflow.
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Repair API Client Integration, Error & Retry Bugs
Example session with this skill installed
A service uses a third-party REST API through a shared client. Some 429/503 responses retry correctly, but a timeout after a POST can create duplicate work, and one SDK upgrade changed an error body shape. Repair the client integration without weakening auth or retry policy.
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- Compiled the repair api client
The likely issue is a contract mismatch around API client request construction, authentication, headers, serialization, response parsing, status/error mapping, pagination, rate limits, timeout budgets, retries, idempotency, SDK wrappers, and version compatibility. I would first define the invariant: Each API call has one documented request/response contract, one authority boundary, and retry semantics that never transform an unknown or partial outcome into a duplicate side effect. Then I would trace the smallest owning boundary, keep VERIFIED facts separate from LIKELY/UNKNOWN state, apply or propose the narrowest repair, and add deterministic normal, boundary, failure, retry/cancellation, and recovery tests. The workflow preserves authorization, privacy, security policy, public interfaces, user-visible behavior, and documented ownership. With repository/workspace access, findings can map to exact paths and focused local validation; with partial evidence, the result remains an explicit diagnosis/evidence map with no invented execution claims.
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About this skill
Repair API Client Integration, Error & Retry Bugs is a bounded ToolForge Labs workflow. Diagnose and repair API client request construction, authentication, headers, serialization, response parsing, status/error mapping, pagination, rate limits, timeout budgets, retries, idempotency, SDK wrappers, and version compatibility. Works from repositories/workspaces or partial evidence. Produces bounded fixes and deterministic validation while preserving authorization, security, public interfaces, user-visible behavior, and documented ownership and avoiding invented execution claims. It works from a full repository/workspace or partial evidence such as snippets, logs, configuration, traces, documents, tickets, 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.
Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for APIs & Backend.
Requires local mocks or fixtures for runtime validation. Does not perform live production requests, access real credentials, or interact with live third-party dashboards.
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Use a clean branch or controlled review workspace. Supply repository/workspace files, logs, traces, configuration, documents, or evidence needed for the task. Review patches/findings before merge or operational action; keep production credentials and destructive production actions out of the workflow.