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'%20stop-opacity%3D'0.16'%2F%3E%3Cstop%20offset%3D'1'%20stop-color%3D'rgb(200%2C90%2C60)'%20stop-opacity%3D'0.03'%2F%3E%3C%2FlinearGradient%3E%3C%2Fdefs%3E%3Crect%20width%3D'320'%20height%3D'200'%20fill%3D'url(%23g)'%2F%3E%3Ccircle%20cx%3D'250'%20cy%3D'56'%20r%3D'92'%20fill%3D'rgb(200%2C90%2C60)'%20fill-opacity%3D'0.06'%2F%3E%3Ccircle%20cx%3D'64'%20cy%3D'172'%20r%3D'58'%20fill%3D'rgb(200%2C90%2C60)'%20fill-opacity%3D'0.05'%2F%3E%3C%2Fsvg%3E)
From ai-analyst
Pairs success metrics with guardrail metrics to check for trade-offs in analysis. Embedded in ask-question and run-analysis skills; do not invoke separately.
How this skill is triggered — by the user, by Claude, or both
Slash command
/ai-analyst:guardrailsThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
This skill's core functionality has been absorbed into **ask-question and run-analysis**.
This skill's core functionality has been absorbed into ask-question and run-analysis.
When ask-question and run-analysis triggers, it automatically handles what guardrails used to do.
Do not invoke this skill directly. Use ask-question and run-analysis instead.
npx claudepluginhub ai-analyst-lab/ai-analyst-plugin --plugin ai-analystRuns 4-layer validation stack on analysis findings. Embedded functionality in ask-question and run-analysis skills; do not invoke separately.
Runs Karpathy-inspired autonomous iteration loops on any task: modify, verify, keep/discard, repeat. Subcommands for planning, debugging, fixing, security audits, shipping.
Provides structured framework with specialized agents for research, analysis, architecture decisions, validation, synthesis, reviews, investigations, and reporting. For complex problems needing systematic exploration and persistent artifacts.