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pudi21/README.md

Mariusz Wrzeszczynski

Creator of ToolForge Labs — practical Linux/NVIDIA diagnostic utilities and AI agent skills built around clear scope, useful evidence and safe workflows.

ToolForge Labs

I build small, focused tools for Linux administrators, GPU users, developers and technical operators.

Current ToolForge work includes:

  • NVIDIA GPU health and incident diagnostics
  • PCIe, throttling, VRAM and process analysis
  • NVIDIA driver and container-readiness auditing
  • GPU reset preflight checks
  • CUDA environment auditing
  • Linux NVIDIA device-permission auditing

Browse ToolForge Labs utilities:
https://toolforgelabs.gumroad.com

AI agent skills

I also publish practical AI agent skills focused on operational review, evidence gathering, risk analysis and repeatable technical workflows.

Agensi creator profile:
https://www.agensi.io/creators/mariusz-wrzeszczynski

Free starter skills and utilities are being published here on GitHub as public entry points.

Build principles

  • Clear scope and explicit assumptions
  • Evidence-first outputs instead of vague conclusions
  • Capabilities, system access and side effects stated explicitly
  • Read-only tools remain read-only
  • Reproducible workflows and useful reports
  • Public GitHub repositories for trust, documentation and free tools
  • Paid customer packages stay on the official checkout channels

What GitHub is for here

GitHub is the public documentation and trust layer for my work: free tools, starter skills, examples, changelogs, FAQs and selected public documentation.

For paid ToolForge products, use the direct product links provided through the official storefronts rather than downloading unofficial copies.

ToolForge Labs · Netherlands
GitHub: https://github.com/pudi21

Pinned Loading

  1. api-change-risk-starter api-change-risk-starter Public

    Free agent skill for reviewing supplied API change material and identifying compatibility, rollout, and evidence gaps.

  2. evidence-readiness-starter evidence-readiness-starter Public

    Free AI agent starter for organizing supplied evidence, separating facts from claims, exposing support gaps, and preparing a clean readiness brief.

  3. job-application-quick-review job-application-quick-review Public

    Free AI agent skill for comparing a supplied vacancy with application material and identifying supported matches, gaps, weak claims, and revision priorities.

  4. production-incident-triage-starter production-incident-triage-starter Public

    Free AI agent starter for structured production incident triage, evidence gathering, severity assessment, and safe next-step planning.

  5. saas-revenue-leak-starter saas-revenue-leak-starter Public

    Free AI agent starter for reviewing SaaS billing and subscription material to identify likely revenue leaks, evidence gaps, and safe next checks.

  6. linux-nvidia-gpu-quick-snapshot linux-nvidia-gpu-quick-snapshot Public

    Free read-only NVIDIA GPU status snapshot for Linux with temperature, utilization, VRAM, power, clocks, PCIe and process reports.

    Python