Optimize AI Skills: Real-Time Analysis for SkipHow
Optimize AI Skills: Real-Time Analysis for SkipHow
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Optimize AI Skills: Real-Time Analysis for SkipHow
Optimize AI Skills: Real-Time Analysis for SkipHow
Optimize AI Skills: Real-Time Analysis for SkipHow allows developers to assess the performance of the SkipHow package during a real session. By analyzing session transcripts, it determines what the package instructed, what was executed by the run, and evaluates evidence to determine if the package was at fault. This tool is tailored for development insight rather than end-user deployment.
What this skill does
- Locates a specific session within transcripts using a text snippet provided by the user.
- Analyzes JSONL files to verify actual behaviors against expected commands.
- Evaluates session data to attribute any misbehavior accurately to the package or run.
- Facilitates the iteration of SkipHow's development based on real-world usage.
Who it is for
- Developers managing AI integration through coding agents such as Claude Code, Cursor, and Codex.
- Development teams evaluating AI capabilities to optimize package performance.
Use cases
- Diagnosing performance issues with SkipHow during testing phases.
- Analyzing AI session behavior in development environments to improve reliability.
- Tracking resource utilization like time and tokens per subagent for optimization.
Technical details
- Works with JSONL transcript files located within the user's projects directory.
- Utilizes standard file search and basic Python scripting for data extraction and analysis.
- Involves no standing software installation, leveraging on-the-spot scripting instead.
Source & Licence
This package is built on open-source work published by mzored (mzored/SkipHow) and distributed under MIT. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.
Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.
Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.
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