Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    SRE Infrastructure — Production Debugging & Recovery System

    1

    A Principal SRE agent for production debugging, root cause analysis, and generating deployment-ready fixes.

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    SRE Infrastructure — Production Debugging & Recovery System

    SRE Infrastructure — Production Debugging & Recovery System

    Example session with this skill installed

    Fix Node.js EADDRINUSE in Express on AWS. Log: 'Error: listen EADDRINUSE: address already in use :::3000'. Tech: Node 20. Context: app.listen(3000). Tool: CloudWatch. Expert: Senior.

    • Read your context and instructions
    • Compiled the sre infrastructure

    CRITICAL PRODUCTION RISK DETECTED

    RISK CLASSIFICATION: KATEGORI B

    Technical Root Cause: A zombie process is holding TCP port 3000, preventing the new deployment from binding.

    Fix

    process.on('SIGTERM', () => {
  server.close(() => {
    process.exit(0);
  });
});

    Connects securely to your tools. The creator never sees your data.

    What you get

    Diagnose catastrophic production failures using 5-Whys root cause analysis.Generate full-file, production-ready code fixes without placeholders.Create Mermaid.js flowcharts to visualize bug logic vs fixed architecture.Develop step-by-step deployment SOPs and rollback safety plans.Audit fixes against OWASP security standards and performance bottlenecks.

    About this skill

    The problem

    Production outages and stack traces are often met with generic AI advice that lacks architectural context or security awareness. Developers waste time manually tracing logs, only to receive partial code snippets or "placeholder" fixes that introduce new regressions.

    WHAT YOU GET WHEN PURCHASING THIS PRODUCT:

    • The Universal AI Skill (.md): A precision-engineered logic core that handles complex variables, forcing the AI to take full responsibility for technical reasoning across multiple platforms.
    • The Claude-Optimized Skill (.md): Enhanced version for the Claude agentic ecosystem, optimized for long-form architectural analysis and deep debugging.
    • The Openclaw-Optimized Skill (.md): A streamlined deployment file for Openclaw integration, perfect for automated SRE workflows.
    • README.txt Quick Start Guide: A simple, fast-track guide to deploying your debugging engine without technical friction.

    What it does

    • Performs deep root cause analysis using the 5-Whys framework to separate symptoms from architectural flaws.
    • Generates complete, deployment-ready source code fixes without placeholders or lazy comments.
    • Classifies risks into categories and enforces human review gates for high-impact production changes.
    • Produces Mermaid.js diagrams to visualize logic failures versus the proposed fixed state.
    • Provides a mandatory rollback strategy and specific unit tests to verify the resolution.

    Frameworks & tools

    Compatible with any tech stack including Node.js, Java/Spring Boot, Python, and Go. Integrates with logs from CloudWatch, Sentry, Datadog, and other APM tools.

    Why this beats prompting it yourself

    Generic prompts often suggest unsafe fixes like disabling SSL or using chmod 777. This skill enforces strict production safety protocols, security audits (OWASP), and requires dense technical explanations that prevent the AI from giving shallow, unhelpful answers.

    Use cases

    • Resolving zombie processes and EADDRINUSE errors in containerized environments.
    • Fixing memory leaks and connection pool exhaustion in high-traffic services.
    • Remediating NullPointerExceptions with defensive, null-safe architectural patterns.
    • Drafting emergency production deployment SOPs during active incidents.

    Known limitations

    Requires the user to provide specific logs and code context for accuracy. It cannot directly access your private production environment or execute shell commands automatically.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

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    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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    Click the path to copy it. Create the folder if it does not exist yet.

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    Fresh listing

    Recently published to Agensi

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    Trust & safety

    Security scanned

    Verified clean 1 month ago

    • Passed all security checks, Safe to install

    Listed1 month ago

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