{"product_id":"ai-agent-skill-bmad-run-inspector-for-loop-forensics","title":"AI Agent Skill: bmad-Run Inspector for Loop Forensics","description":"\u003ch3\u003eAI Agent Skill: bmad-Run Inspector for Loop Forensics\u003c\/h3\u003e\n\n\u003cp\u003eThe bmad-Run Inspector for Loop Forensics is an AI agent skill designed to inspect and explain artifacts generated by bmad-loop runs, located within the `.bmad-loop\/runs\/` directory. This tool facilitates live health checks to determine if loops are functioning correctly and post-run forensics to analyze the execution and gather insights on issues encountered.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eInspects bmad-loop run artifacts specifically located under `.bmad-loop\/runs\/`.\u003c\/li\u003e\n    \u003cli\u003eProvides live health checks such as verifying if the loop is active, assessing if there is a fault, and inspecting the agent's current operation.\u003c\/li\u003e\n    \u003cli\u003eConducts post-run forensic analysis to understand failures, identify runtime issues, and trace token utilization.\u003c\/li\u003e\n    \u003cli\u003eResponds to monitoring and summarizing requests made in various languages, including Vietnamese.\u003c\/li\u003e\n    \u003cli\u003eOperates exclusively with bmad-loop run artifacts, not with application runtime logs or those provided by CI providers.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis tool is ideal for developers and technical teams utilizing AI coding agents such as Claude Code, Cursor, and Codex. It is beneficial for those who need precise and reliable insights into bmad-loop run processes.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eLive monitoring of ongoing bmad-loop runs to ensure smooth operation.\u003c\/li\u003e\n    \u003cli\u003eForensic analysis after a run to discover why a particular execution failed and to generate reports for team discussion.\u003c\/li\u003e\n    \u003cli\u003eAssisting in debugging loops by providing detailed explanations of what occurred during each step of execution.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eVerified compatibility with bmad-loop version 0.11.1.\u003c\/li\u003e\n    \u003cli\u003eThe skill includes scripts written in Python 3.9+, while bmad-loop requires Python 3.11 or newer, commonly run in isolated environments.\u003c\/li\u003e\n    \u003cli\u003eUnderstands that the `.log` file within the run artifacts is a terminal redraw capture, not a sequential transcript.\u003c\/li\u003e\n    \u003cli\u003eSpecial considerations for `opencode-http` which instead writes out an actual transcript.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003etronghieu\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/tronghieu\/agent-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003etronghieu\/agent-skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53009512464695,"sku":"MCP-TRONGHIEU-AGENT-SKILLS-BMAD-RUN-INSPECTOR","price":17.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/zJ3IW3rup7qNbISbP3o5A_65436d37ca3a4bac8df8434761ab481f.jpg?v=1789808821","url":"https:\/\/mcpcart.com\/products\/ai-agent-skill-bmad-run-inspector-for-loop-forensics","provider":"SPF PRO","version":"1.0","type":"link"}