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    Repair Retry-After Header & Backoff Handling Bugs

    1

    Diagnose or review Retry-After parsing, delta-seconds versus HTTP-date, clock skew, maximum backoff, retry budgets, 429/503 policy, jitter, cancellation, and deterministic tests. Works from repositories/workspaces or supplied evidence and produces concrete findings, bounded repairs or readiness gates, and deterministic validation while preserving public behavior, authorization, security boundaries, and evidence honesty.

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    Repair Retry-After Header & Backoff Handling Bugs

    Repair Retry-After Header & Backoff Handling Bugs

    Example session with this skill installed

    An API client respects Retry-After after 429 responses. Numeric values work, but an HTTP-date value is parsed in local time and can become negative on machines outside UTC. Negative delays are treated as zero, causing an immediate retry burst. The client also ignores its 30-second overall retry budget when the header requests 120 seconds.

    • Read your context and instructions
    • Compiled the repair retry-after header

    FAULT BOUNDARY IDENTIFIED

    Case analyzed

    An API client respects Retry-After after 429 responses. Numeric values work, but an HTTP-date value is parsed in local time and can become negative on machines outside UTC. Negative delays are treated as zero, causing an immediate retry burst. The client also ignores its 30-second overall retry budget when the header requests 120 seconds.

    The supplied facts are sufficient to perform a concrete repair diagnosis for this case. No repository, production, vendor, or legal access is assumed.

    Verified evidence

    • VERIFIED: Numeric Retry-After works.
    • VERIFIED: HTTP-date is incorrectly parsed using local time.
    • VERIFIED: Negative computed delays trigger immediate retries.
    • VERIFIED: A 30-second overall retry budget exists but a 120-second header can override it.

    Concrete findings

    1. HTTP-date must be parsed as an absolute UTC instant; local-time parsing explains the negative delay outside UTC.
    2. A negative computed delay must not become an immediate synchronized retry; route it through bounded retry policy.
    3. Retry-After is server guidance, not authority to exceed the client's 30-second total retry budget.
    4. For 503 Retry-After: 15, preserve the minimum wait but add bounded positive jitter so hundreds of workers do not wake together.
    5. The sleep must observe cancellation.

    The canonical acceptance rule is

    Retry-After handling is safe only when both legal formats are parsed consistently, negative or extreme values are bounded, retry budgets and cancellation remain authoritative, and server guidance does not create synchronized retry storms.

    The current result is based on that invariant, not on a generic success banner or a reusable checklist.

    Required actions

    1. Delta-Seconds Parsing: repair the ownin

    Connects securely to your tools. The creator never sees your data.

    What you get

    Fix 429/503 handling logic to respect server-side backoff requirements.Implement RFC-compliant parsing for both delta-seconds and HTTP-date formats.Prevent retry storms by adding jitter and safety bounds to client requests.Audit existing retry budgets to ensure they don't cause resource exhaustion.

    About this skill

    Repair Retry-After Header & Backoff Handling Bugs is a ToolForge Labs workflow for Retry-After parsing, delta-seconds versus HTTP-date, clock skew, maximum backoff, retry budgets, 429/503 policy, jitter, cancellation, and deterministic tests. It performs the supplied case instead of returning a generic template, separates verified evidence from hypotheses, and produces bounded repair or readiness actions with deterministic validation.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
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      Download the ZIP

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      Unzip into your skills folder

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      Ask your agent to use it

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