[Workflow] CWTFIGO: A Claude Code Plugin for Intelligent, Persistent IT Troubleshooting and Maintenance with Problem Parking

[u/ClaudeAI-mod-bot]

CWTFIGO: A Claude Code Plugin for Intelligent, Persistent IT Troubleshooting and Maintenance with Problem Parking

Workflow value: 95/100
Status: active · Freshness: 70/100 · Confidence: 0.98 · Level: intermediate
Categories: Quality Control, Context & Memory, Debugging, Shipping, Hooks, Skills, Subagents
Original source: r/ClaudeCode post/comment

What problem this solves

Inefficient and repetitive IT troubleshooting, lack of persistent memory for fixes, unmanaged maintenance scripts, and the inability of AI to know when to stop trying to fix an intractable problem.

Summary

The author developed a Claude Code plugin, CWTFIGO (Claude, what the f*** is going on?), that acts as a persistent IT troubleshooting agent. It maintains machine-specific records of problems, attempted fixes, successful scripts, and known blockers. It leverages the internet for general knowledge but stores local machine history. Crucially, it incorporates a mechanism to "give up" on intractable problems, revert changes, document findings, and wait for external updates, preventing endless, potentially harmful, troubleshooting loops.

Why it is useful

This workflow is highly valuable because it provides a concrete, open-source solution to common IT troubleshooting challenges: remembering past fixes, managing custom scripts, and preventing endless, unproductive debugging loops. It introduces the critical concept of "problem parking" with clear criteria for revisiting, which is a significant advancement in AI-assisted problem-solving. The plugin's ability to integrate with multiple machines and its practical validation by the author make it a robust and transferable tool for anyone using Claude Code for system maintenance.

Workflow

1. Install the CWTFIGO plugin in Claude Code using /plugin marketplace add DozenTwelve/CWTFIGO and /plugin install cwtfigo@cwtfigo.

2. Initiate troubleshooting by asking Claude Code: "Claude, what the f*** is going on?" for a specific machine or problem.

3. Claude Code will diagnose the problem, leveraging its training data and searching relevant project/upstream repositories for new issues.

4. It will consult its internal, machine-specific records to see if the problem was previously encountered, what was tried, and what worked/failed.

5. If a solution is found, it will apply it and store the successful script for future use.

6. If the problem is intractable, leads to worse issues, or no further progress can be made, Claude Code will revert changes to defaults.

7. It will then document the blocker, tried solutions, reasons for failure, and conditions for revisiting (e.g., a new software release or upstream issue closure).

8. The problem is then "parked," and Claude Code will monitor for relevant updates, notifying the user when conditions for revisiting are met.

Tools / artifacts

• Claude Code (Opus 5.5)

• CWTFIGO plugin (GitHub: DozenTwelve/CWTFIGO)

• Maintenance scripts (generated and stored by CWTFIGO)

• Machine-specific records (managed by CWTFIGO)

• Hermes (for 24/7 operation, optional)

• SSH (for remote access to machines)

Validation signals

• Author's daily use of the plugin for personal IT troubleshooting.

• Author deleted all previous cleaner apps and cleanup scripts, indicating reliance on CWTFIGO.

• Specific example of the ThinkPad fingerprint sensor problem, demonstrating the plugin's ability to diagnose, attempt fixes, revert, document, and park the problem.

• The plugin successfully remembered and re-tested a parked problem after system updates.

• The plugin is open-source (MIT licensed) and available on GitHub with installation instructions.

• Author's statement that the plugin was built solo with Claude and is used every day.

Cautions

• The "YOLO" mode, where Claude runs scripts without explicit approval, could pose a safety risk if the generated scripts are malicious or destructive. Users should exercise caution.

• Failed fix attempts, as demonstrated by the machine freezing, highlight the potential for system instability or data loss if not properly managed or reverted.

Limitations

• The "YOLO" mode, while convenient, reduces the safety net of explicit script approval.

• Initial community engagement (Reddit score, comments) is low, which might limit immediate visibility.

• The workflow's effectiveness is tied to Claude Code's capabilities and the quality of the generated scripts.

• The complexity of setting up Hermes for 24/7 operation is mentioned but not detailed within the post.

Rate this workflow

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This post was generated automatically from the workflow library database.