Distributed Systems Reliability Repair
Repair the failure modes that make distributed systems lose work, repeat work, or diverge under pressure. This bundle combines event-loss diagnosis, transactional outbox repair, event-ordering fixes, saga compensation, retry-storm control, poison-message handling, stale-leader protection, and stuck-job lease recovery. Use it when queues, workers, microservices, schedulers, or event-driven workflows behave correctly in normal cases but fail under retries, crashes, concurrency, partial outages, or delayed delivery.
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
Trace and repair events that disappear between producers, outboxes, brokers, consumers, retries, checkpoints, and databases.
Repair systems that commit database changes but lose or duplicate the events that should follow.
Repair systems where delayed or out-of-order events overwrite newer data or move workflows backward.
Repair distributed workflows where failed later steps leave payments, orders, reservations, or resources inconsistently compensated.
Repair retry loops that overload APIs, queues, and external services during outages.
Repair queue consumers where one bad message loops forever, blocks healthy traffic, or repeatedly crashes the same partition.
Repair distributed systems where an old leader keeps writing after failover, causing duplicate jobs, conflicting state, or split-brain effects.
Repair workers that leave jobs stuck, process the same task twice, or let expired owners write results.
See it in action
Repair Lost Events Across Services
Example session with this skill installed
Some 'order_placed' events are missing in the shipping service even though the order service shows them as created. Check the Kafka path and the consumer logic.
- Read your context and instructions
- Compiled the repair lost events
Found loss boundary: Consumer 'shipping-worker' acknowledges Kafka offsets before the database transaction commits. If the process crashes mid-handler, the event is lost. Fix: Moved manual ack to after successful DB commit. Added transactional inbox to prevent duplicates on redelivery.
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
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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