How does it help prevent production issues?

By forcing a review of failure modes, Unicode handling, concurrency, and performance risks during the planning phase rather than discovering them during a production incident.

What is the SRE Task Refinement skill?

It is a specialized Claude Code capability that reviews development plans through the lens of a senior Site Reliability Engineer to ensure they are actionable, granular, and robust.

What specific categories does the refinement checklist cover?

The skill evaluates plans based on Task Granularity, Implementability, Success Criteria, Dependency Structure, Safety Standards, Edge Cases, and Red Flags (like placeholder text).

When should I use this skill?

Use it after creating an initial task plan but before starting implementation to catch architectural gaps, missing edge cases, and vague instructions that might lead to bugs.

Does it modify my existing project tasks?

Yes, it uses task management tools to update descriptions with detailed design specs, implementation checklists, and specific technical considerations.

SRE Task Refinement

Name: SRE Task Refinement
Author: withzombies

bywithzombies

•

Deployment & DevOps

Refines development subtasks into actionable plans using a rigorous Google Fellow SRE perspective to ensure production readiness.

The SRE Task Refinement skill transforms vague development goals into high-quality, executable plans by applying a strict seven-category checklist used by elite Site Reliability Engineers. It acts as a critical bridge between high-level architectural ideas and junior-level implementation, ensuring every task is granular, testable, and robust against production edge cases. By proactively identifying anti-patterns, circular dependencies, and missing error handling before implementation begins, it prevents costly rework and production failures.

Key Features

01Google Fellow SRE perspective for elite senior-level design review

02Granularity enforcement breaking tasks into manageable 4-8 hour blocks

0313 GitHub stars

04Automated 7-category rigor check including granularity and safety standards

05Mandatory edge case and failure mode analysis for every subtask

06Verification of measurable success criteria and anti-pattern prevention

Use Cases

01Refining tasks to be clear enough for junior engineers to execute without assistance

02Reviewing complex feature plans before implementation to catch architectural gaps

03Identifying potential production risks and security anti-patterns during the planning phase

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add withzombies/hyperpowers sre-task-refinement

For use in Claude.ai and ChatGPT

Download Skill