Master AI CLI Debugging: Harness Binary Spelunking Skill

Master AI CLI Debugging: Harness Binary Spelunking Skill

Unleash the power of your AI coding agents with the Master AI CLI Debugging skill, specifically designed to dissect and decode the inner workings of any agent-harness CLI. Whether you're working with Claude Code, Codex, or opencode, this skill provides the insights needed to dive deep into the binary world, ensuring you understand exactly how your tools operate.

What this skill does

• Extract system prompts and tool descriptions: Discover the foundational directives and tool definitions embedded within your chosen CLI.
• Trace UI message origins: Pinpoint the exact code paths that generate specific user interface messages, ensuring accurate debugging and development.
• Decode complex symbols: From minified function names to Rust symbols, unlock the true meaning behind every cryptic representation.
• Clarify undocumented configurations: Gain comprehension over obscure config keys, eliminating guesswork in configuring your CLI tools.
• Binary spelunking: Delve into either open or closed source binaries to ensure your deployed systems match the source, providing ground truth insights into what’s running on your machine.

Use cases

• Debugging inconsistencies: Perfect for developers dealing with unexpected behaviors in AI tools, offering a concrete approach to trace and rectify discrepancies.
• Understanding untagged open source versions: Even if the source is open, binary spelunking ensures complete verification and understanding.
• Closed source binary analysis: When dealing with proprietary tools like Claude Code, spelunk the binary for an accurate depiction of what is truly operational.

Technical details

• Utilizes the Harness-Binary-Spelunking technique for decoding and analyzing binary structures.
• Integrates with popular development tools including buildkite, enabling seamless implementation within existing workflows.
• Designed for AI agent skill packages specifically for Claude Code, Cursor, and Codex.

Step into the depths of your AI tools with confidence and precision. With this essential skill, transform your debugging processes and gain unparalleled clarity in how your LLM terminal loop functions.

Source & Licence

This package is built on open-source work published by technicalpickles (technicalpickles/pickled-claude-plugins) 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.