des-orchestration-observability
CommunityDesign schedulers and monitoring for safe pipelines
Software Engineering#orchestration#observability#quality gates#data pipelines#SLA monitoring#retries and recovery#run evidence
AuthorDKSang
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill prevents data-pipeline failures from becoming silent, unrecoverable incidents by specifying how orchestration and observability must work before implementation starts.
Core Features & Use Cases
- Workflow orchestration design: define workflow inventory, dependencies, triggers, schedules, and quality gate integration for ingestion through Bronze/Silver/Gold.
- Operational safety & recovery planning: specify retries, timeouts, failure handling, backfills/replays, and late/correction behavior so pipelines can be restarted and audited safely.
- Observability & audit readiness: inventory monitoring signals (freshness/SLA, volume, quality results, runtime, cost) and define run evidence for debugging, governance, and incident response.
Quick Start
Use the des-orchestration-observability skill to produce the Phase 15 Orchestration and Observability Specification by validating scheduling, dependency ordering, gates, retry/recovery behavior, and the required operational evidence for your data pipelines.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: des-orchestration-observability Download link: https://github.com/DKSang/DES-SKILL/archive/main.zip#des-orchestration-observability Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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