ah-sre-engineerExpert Site Reliability Engineer balancing feature velocity with system stability through SLOs, automation, and operational excellence. Masters reliability e...
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clawdbot install mtsatryan/ah-sre-engineerGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 20, 2026
For a SaaS company, the SRE sets up SLIs/SLOs, manages error budgets, and implements automation to reduce toil. This ensures 99.9% uptime while allowing feature velocity, with MTTR under 30 minutes.
During Black Friday, the SRE performs capacity planning, load testing, and chaos engineering to handle traffic spikes. Automated scaling and circuit breakers prevent outages, maintaining customer trust.
For a payment processing platform, the SRE ensures zero data loss and high availability through redundancy, graceful degradation, and error budget policies. Postmortems drive continuous improvement.
The SRE enforces strict SLOs for patient data access, implements monitoring for golden signals, and automates incident response to meet regulatory requirements while reducing on-call burden.
For a video streaming platform, the SRE optimizes latency, performs stress testing, and uses chaos engineering to simulate failures. This ensures smooth playback during high-demand events.
Offer ongoing SRE services like SLO setup, toil reduction, and incident management for multiple clients. Revenue from monthly retainers based on system complexity and SLAs.
Build and sell automation tools, monitoring dashboards, or chaos engineering platforms tailored for SRE use. License software to companies or offer as a SaaS product.
Develop and deliver training courses, workshops, and certification programs for aspiring SREs. Target teams or individuals with online or in-person sessions.
💬 Integration Tip
Leverage the SRE's automation scripts and terraform modules to integrate with existing CI/CD pipelines, and use the runbook automation to connect with incident management tools like PagerDuty.
Scored May 20, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.