Create code snapshots and iterative logs for debugging sessions.
npx skills add https://github.com/Jason5330/ai-self-eval --skill cheat-debug
Please help me install this Agent Skill. Skill: cheat-debug Source: https://github.com/Jason5330/ai-self-eval/tree/main/skills/cheat-debug Command: npx skills add https://github.com/Jason5330/ai-self-eval --skill cheat-debug
This skill addresses debugging fatigue by automatically creating a focused snapshot of the relevant code, recording iterative attempts, and signaling when a rollback is needed after three consecutive worsened results.
Describe a bug and trigger the debugging session; the skill will create a snapshot, start an iterative debug log, and guide you to rollback after three consecutive worse attempts.
High-intent search queries and answers about installing and using this skill.
Automated iterative debugging works by creating a focused code snapshot from bug symptoms, logging each fix attempt, and tracking consecutive failures to trigger a safe rollback prompt after three worsened results.
You should roll back code changes during bug tracking when your iterative debugging logs show three consecutive worsened results, indicating the current fix path is counterproductive and requires a safe state restoration.
To start an automated debugging session, describe the bug symptoms to trigger the workflow, which then creates a local state snapshot, initiates iterative debug logging, and evaluates each attempt for failure tracking.
Yes, you can use snapshot version control for stateful debugging sessions to manage local state, track iteration logs per attempt, and ensure safe rollback controls are available when consecutive failures occur.
The best way to prevent debugging fatigue is to automate snapshot creation and iterative logging, allowing the system to evaluate attempts and signal rollbacks automatically, while generating a final summary for retrospectives.
Your automated debugging workflow suggests a rollback because the failure tracking mechanism detected three consecutive decreases in results, indicating the current iterative fix attempts are worsening the stateful session.
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