Red-team artifacts iteratively and track weighted scores to detect stagnation.
npx skills add https://github.com/raddue/crucible --skill quality-gate-raddue
Please help me install this Agent Skill. Skill: quality-gate Source: https://github.com/raddue/crucible/tree/main/skills/quality-gate Command: npx skills add https://github.com/raddue/crucible --skill quality-gate-raddue
This Skill ensures the quality and robustness of various artifacts (designs, plans, code, etc.) by subjecting them to rigorous, iterative adversarial review until they meet a high standard or stagnation is detected.
Use the quality-gate skill to red-team the attached design document.
High-intent search queries and answers about installing and using this skill.
Stagnation detection prevents endless review loops by identifying when no meaningful progress is being made during artifact revision, using weighted scoring to track objective progress and escalating to the user upon hitting limits or architectural concerns.
Weighted scoring tracks quality assurance progress objectively by assigning defined values to findings, with Fatal issues scoring 3 and Significant issues scoring 1, ensuring measurable evaluation of artifact improvements during adversarial review.
Quality gating escalates to the user when adversarial review hits iteration limits or detects architectural concerns, ensuring that critical design flaws, potential bugs, and security vulnerabilities are surfaced for human intervention rather than automatically dismissed.
The limitation of automated stagnation detection is that it may escalate to the user when iteration limits are hit or architectural concerns arise, meaning complex design flaws might require manual intervention rather than being resolved through automated adversarial review loops.
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