AI-Powered Assumptions Ledger: Ensure Code Safety & Reliability

AI-Powered Assumptions Ledger: Ensure Code Safety & Reliability

The 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.

What this skill does

• Generates an evidence-backed assumptions ledger for specific code segments such as Git diffs, features, endpoints, workers, migrations, or paths.
• Identifies hidden assumptions and relevant failure modes to assist thorough code reviews
• Provides repository evidence by pinpointing specific file paths and line ranges when possible.
• Documents existing safeguards, falsification tests, and suggests recommended controls.
• Assesses the status, evidence confidence, and priority for each assumption.

Who it is for

This 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.

Use cases

• Reviewing and validating the safety of changes in a Git repository.
• Preparing for software releases while identifying potential edge cases.
• Designing tests that focus on conditions that could lead to failure.
• Evaluating concurrency concerns or analyzing retry mechanisms in code.

Technical details

• Interactive integration with Claude Code, Cursor, and Codex, enhancing automated assumptions gathering.
• Utilizes core capabilities like appsec and aiapplication to effectively compile relevant safety data from the codebase.

For authorised security testing, defensive research and educational use only.

Source & Licence

This package is built on open-source work published by Teycir (Teycir/Assumptions) 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.