Dispatch a cold subagent to contest assumptions in technical plans.
npx skills add https://github.com/xinye1/xl-skills --skill adversarial-review-xinye1
Please help me install this Agent Skill. Skill: adversarial-review Source: https://github.com/xinye1/xl-skills/tree/main/skills/adversarial-review Command: npx skills add https://github.com/xinye1/xl-skills --skill adversarial-review-xinye1
This skill overcomes the commitment bias inherent in self-authored plans and specifications by providing an objective, independent, and adversarial review process.
Trigger an adversarial review of the current implementation plan located at docs/plans/migration.md to identify potential architectural flaws.
High-intent search queries and answers about installing and using this skill.
To stress-test an implementation plan, you can trigger an adversarial review that dispatches a cold subagent to contest assumptions and identify architectural risks before any code is written.
An adversarial review is an independent assessment process that overcomes authoring bias by having a cold subagent rigorously scrutinize design specifications and verify claims against repository context.
You need an adversarial review before starting complex multi-phase migrations or committing to architectural decisions, ensuring edge cases and failure modes are identified early in the planning phase.
Yes, the adversarial review process supports design docs, implementation plans, and ADRs by deploying a high-capability subagent to triage findings and adjudicate claims against the codebase.
Yes, rigorous specification review requires high-capability models to ensure the dispatched subagent can thoroughly scrutinize architectural decisions, contest assumptions, and verify complex failure modes.
Automated adversarial plan review is limited by its dependence on repository context for evidence-based triage, meaning it cannot effectively contest assumptions or verify claims for undocumented external systems.
stark-ai-deInterview users to capture requirements and draft Codex-executable implementation specs.
SuniljitValidate code against a feature plan before pull requests.
batFormatAudit completed work against a project plan for task completion and quality checks.
yun520-1Analyze codebases for architectural patterns, code quality, and DDD elements.
