AI Agent Skill for In-Flight Doubt Review in SDLC

AI Agent Skill for In-Flight Doubt Review in SDLC

This AI Agent Skill enables an in-flight doubt review process for technical decisions made during the software development lifecycle. It facilitates an adversarial independent review of non-trivial decisions by providing a fresh context for reviewers to find potential issues before the decision is finalized.

What this skill does

• Facilitates adversarial review before decisions impacting ER or public components are written back.
• Assists in questioning decisions before final drafts of complex SQL or state machine flows.
• Provides structure for doubt when assertions of full-range checks are questioned.
• Includes a five-step doubt cycle: CLAIM, EXTRACT, DOUBT, RECONCILE, and STOP.

Who it is for

This skill is designed for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex, who require a systematic approach to reviewing significant technical decisions that are still in progress.

Use cases

• Large requirement slices where deviations affecting ER/public components are identified before revising upper-level design documents.
• Before finalizing key decisions in a design.doc, prior to technical design reviews.
• Prior to submitting complex SQL queries, especially those involving multiple tables, tenant isolation conditions, or aggregation criteria.
• When there are suspicions about the assertion that "all-round checks have passed" at the point of code submission.
• Explicit user-triggered instances where the decision needs to be questioned.

Technical details

• The skill uses agent tools to generate sub-agents, ensuring each review is naturally conducted with a fresh perspective.
• Employs adversarial prompts via AI coding platforms to provide an independent and unbiased review.
• Does not function as a post-decision code quality check like trellis-check or code-review but instead questions decisions proactively.

Source & Licence

This package is built on open-source work published by TsCarpe (TsCarpe/claude-sdlc-skills) 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.