Runtime Saturation & Resource Pressure
Diagnose and repair runtime collapse caused by unbounded work, cache herds, exhausted pools, lost cancellation, shutdown pressure, stuck leases, and hidden bottlenecks. This bundle combines concrete repository repairs with senior-level performance and log analysis. Use it when a system works at low load but memory, queues, connections, tasks, or latency grow uncontrollably under sustained traffic or degraded dependencies.
Works with every agent that reads SKILL.md — Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Windsurf, OpenClaw, and more.
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What's included
8 skills
Repair unbounded stream/queue pipelines, ignored backpressure, slow-consumer memory growth, retry amplification, and cancellation leaks.
Stop cache stampedes by repairing fill ownership, request coalescing, lock safety, refresh failures, TTL synchronization, and cold-cache overload.
Repair leaked or long-held connections, per-request client pools, fan-out saturation, retry amplification, and cleanup gaps without guessing pool sizes.
Repair lost cancellation signals, orphaned async work, retry-after-cancel bugs, stale completions, and unclear request-vs-durable task lifetimes.
Repair apps that lose jobs, events, or writes when containers restart, deployments roll, or processes receive termination signals.
Repair workers that leave jobs stuck, process the same task twice, or let expired owners write results.
Is your system slow or inefficient? This skill analyzes performance issues and identifies bottlenecks in your system, code, or architecture. It provides clea...
Confused by logs? This skill analyzes logs, detects issues, and highlights patterns that matter. It helps you quickly understand errors, failures, and system...
See it in action
Repair Stream Backpressure Failures
Example session with this skill installed
Our Node/TypeScript export service reads PostgreSQL rows as an async iterator, enriches them, compresses the result, and streams a ZIP to the HTTP response. The enrichment stage starts work without awaiting capacity, so 30k–80k promises can be in flight. When a client downloads slowly, memory rises above 2 GB. On disconnect, enrichment continues and the DB iterator closes late. Repair backpressure and cancellation locally with generated rows and fake enrichment. Preserve row order and every row. Do not query production, change proxy settings, drop records, or invent a new memory limit.
- Read your context and instructions
- Compiled the repair stream backpressure
Backpressure failure found. Unbounded enrichment creates excessive in-flight work and slow downstream consumption lets results accumulate. The repair adds bounded concurrency, downstream pressure propagation, ordered release, cancellation-aware cleanup, deterministic pressure tests, and in-flight metrics. Production capacity remains unverified.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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