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DevOpsPython

Production Excellence

by magnus919

Production Excellence is a DevOps skill for Claude Code, published by magnus919 in agent-skills.

40 stars6 forkson magnus919/agent-skillsAdded 2026/08/11+18% in starsRepository updated 2026/08/11
agent-skillsagentskillsai-agentsautomationllm
Install in seconds
Install Production Excellence
Copy Production Excellence into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/magnus919/agent-skills/tree/main/bundles/production-excellence ~/.claude/skills/production-excellence

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/magnus919/agent-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
bundles/production-excellence/SKILL.md in magnus919/agent-skills
Installs to
~/.claude/skills/production-excellence
Collection
One of 33 skills cataloged from this repository
Category
DevOps798 skills

What Production Excellence does

Assembles production evidence from readiness, migration, recovery, capacity/cost, and incident learning into a structured gate decision (go, no-go, defer, exception, escalation) with accountable owners and a post-launch learning path.

Production Excellence is cataloged under DevOps on DirSkills. Production Excellence comes from a repository tagged agent-skills, agentskills, ai-agents, automation and llm.

Documentation

README

Production Excellence

A thin composition bundle that assembles cross-domain production evidence into a defensible launch or operational decision. It owns the acceptance and handoff layer — the gate model that reads evidence from specialist skills and produces go / no-go / defer / exception / escalation outcomes with accountable owners. It does not own any specialist's runbook.

When to load this

Load when:

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Production Excellence

  • What else does magnus919 publish alongside Production Excellence?

    Production Excellence is one of 33 skills that DirSkills catalogs from magnus919/agent-skills, the repository it ships in. Its siblings there include ADR Authoring, API Design and Evolution and ARR CLI. Each one is a separate skill with its own page in this directory, installs the same way Production Excellence does, and is maintained by magnus919 in that same repository. The rest of the collection is listed on the magnus919/agent-skills page.

  • How does Production Excellence compare to other DevOps skills?

    Production Excellence ranks #759 by stars among the 798 DevOps skills in this catalog. The most-starred ones next to it are Backend Patterns, API Connector Builder and Migration. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Production Excellence against them. Open each page to compare what they document and how they install.

More from magnus919/agent-skills

Production Excellence is one of 33 skills cataloged on DirSkills from magnus919/agent-skills.

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Design, document, review, and evolve consumer-facing APIs and event interfaces. Use when choosing REST, GraphQL, RPC, events, or webhooks; writing OpenAPI/AsyncAPI contracts; defining schemas, mutations, errors, idempotency, or planning API versioning, deprecation, and migration.
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CLI tool for managing Radarr (movies) and Sonarr (TV series) media libraries. Use for listing, adding, searching, checking queues, quality profiles, and more.
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Spawn a panel of expert agents to debate any question using a structured protocol with convergence diagnostics. Use for high-stakes decisions requiring multi-perspective analysis.
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Agent Evals and Observability

Design, run, review, or release framework- and vendor-neutral evaluations and observability for AI agents. Use when defining agent evals, datasets, graders, trajectory review, regression analysis, release gates, production traces, or privacy-aware telemetry.
Quality
406
🎛️
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Agent Production Operations

Provides a runtime control plane for safely deploying evaluated AI agents into production, managing versioning, staged rollouts, fallback, cost and latency budgets, tool health, human escalation, and disablement.
DevOps
406