objc-firehose-ordering-backpressure-audit

Audit Objective-C firehose and WebSocket pipelines for event ordering and backpressure issues.

Updated Jul 26, 2026
One-click install
npx skills add https://github.com/jvalinsky/garazyk --skill objc-firehose-ordering-backpressure-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: objc-firehose-ordering-backpressure-audit
Source: https://github.com/jvalinsky/garazyk/tree/main/skills/objc-firehose-ordering-backpressure-audit
Command: npx skills add https://github.com/jvalinsky/garazyk --skill objc-firehose-ordering-backpressure-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses potential issues in Objective-C streaming data pipelines (firehose and WebSocket) that could lead to incorrect event ordering, dropped data, or performance degradation due to backpressure.

Core Features & Use Cases

  • Event Ordering Audit: Verifies that events are processed in the correct sequence and cursors are monotonic.
  • Backpressure Analysis: Checks buffering policies, slow-consumer handling, and overflow behavior.
  • Use Case: When experiencing regressions in the reliability of AT Protocol's subscribeRepos feature, or noticing dropped events during high load, this Skill helps pinpoint the root cause in the Objective-C implementation.

Quick Start

Run the audit script to scan the project for potential ordering and backpressure issues.

Frequently Asked Questions about objc-firehose-ordering-backpressure-audit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit Objective-C firehose pipelines for event ordering and backpressure issues?

Auditing Objective-C firehose pipelines involves scanning source code for specific patterns related to sequence, cursor, buffer, and flow control mechanisms to identify risks in event ordering, cursor monotonicity, and backpressure handling.

Why does my Objective-C WebSocket sync pipeline drop events during high load?

Dropped events during high load in Objective-C WebSocket sync pipelines often stem from inadequate buffering policies, slow-consumer handling, or overflow behavior, which an audit can pinpoint by checking flow control mechanisms.

What is cursor monotonicity in firehose synchronization and when do I need to verify it?

Cursor monotonicity in firehose synchronization ensures events are processed in correct sequence without regression; verify it when experiencing reliability issues with AT Protocol's subscribeRepos feature.

Can I use this audit for Objective-C subscribeRepos reliability regressions?

Yes, this audit targets Objective-C subscribeRepos reliability regressions by scanning for dropped events, replay correctness, and throughput regressions caused by backpressure handling or event ordering issues.

What are the limitations of scanning Objective-C source code for backpressure handling patterns?

Scanning Objective-C source code for backpressure handling patterns is limited to identifying risks in buffering policies and flow control mechanisms based on existing code structure, without runtime throughput or memory pressure analysis.

How do I check buffering policies and slow-consumer handling in Objective-C streaming pipelines?

To check buffering policies and slow-consumer handling in Objective-C streaming pipelines, run the audit script to scan for buffer and flow control mechanisms, identifying overflow behavior and backpressure risks.