{"product_id":"ai-powered-assumptions-ledger-ensure-code-safety-reliability","title":"AI-Powered Assumptions Ledger: Ensure Code Safety \u0026 Reliability","description":"\u003ch3\u003eAI-Powered Assumptions Ledger: Ensure Code Safety \u0026amp; Reliability\u003c\/h3\u003e\n\n\u003cp\u003eThe AI-Powered Assumptions Ledger skill assists developers in generating a structured documentation of assumptions associated with code changes. By identifying underlying conditions that need to hold for code to function properly in production, this tool emphasizes code safety and reliability.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eGenerates an evidence-backed assumptions ledger for specific code segments such as Git diffs, features, endpoints, workers, migrations, or paths.\u003c\/li\u003e\n    \u003cli\u003eIdentifies hidden assumptions and relevant failure modes to assist thorough code reviews\u003c\/li\u003e\n    \u003cli\u003eProvides repository evidence by pinpointing specific file paths and line ranges when possible.\u003c\/li\u003e\n    \u003cli\u003eDocuments existing safeguards, falsification tests, and suggests recommended controls.\u003c\/li\u003e\n    \u003cli\u003eAssesses the status, evidence confidence, and priority for each assumption.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is designed for developers and software teams utilizing AI coding agents like Claude Code, Cursor, or Codex. It supports those responsible for code reviews, release management, and deployment safety.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eReviewing and validating the safety of changes in a Git repository.\u003c\/li\u003e\n    \u003cli\u003ePreparing for software releases while identifying potential edge cases.\u003c\/li\u003e\n    \u003cli\u003eDesigning tests that focus on conditions that could lead to failure.\u003c\/li\u003e\n    \u003cli\u003eEvaluating concurrency concerns or analyzing retry mechanisms in code.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eInteractive integration with Claude Code, Cursor, and Codex, enhancing automated assumptions gathering.\u003c\/li\u003e\n    \u003cli\u003eUtilizes core capabilities like appsec and aiapplication to effectively compile relevant safety data from the codebase.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eFor authorised security testing, defensive research and educational use only.\u003c\/p\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\u003eTeycir\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/Teycir\/Assumptions\" rel=\"nofollow noopener\" target=\"_blank\"\u003eTeycir\/Assumptions\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":52786247074103,"sku":"MCP-TEYCIR-ASSUMPTIONS-ASSUMPTIONS","price":14.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/JJVclbL_f-jqehQLs3Klx_2e95c769d6db436ea6490741f481f41f.jpg?v=1785838033","url":"https:\/\/mcpcart.com\/products\/ai-powered-assumptions-ledger-ensure-code-safety-reliability","provider":"SPF PRO","version":"1.0","type":"link"}