Evaluation strategies and quality gates for LLM systems. LLM-as-judge implementation, prompt regression testing, structural and semantic validation pipelines, production monitoring, guardrails, and metrics that actually work. Use when building evals, setting up CI quality gates, testing prompts, measuring output quality, detecting regressions, or adding safety guardrails to AI applications.
EnglishWrite social media posts for X (Twitter) and LinkedIn that avoid AI tells, pass platform algorithms, and drive engagement. Use when drafting posts, threads, or content for X or LinkedIn.
EnglishX (Twitter) growth strategy — engagement tactics, posting frequency, community building, and audience growth. Use when planning X engagement, commenting strategy, or growth activities.
EnglishIncludes Eval and Quality Gates, LLM Social Posting Guide, and other workflows.
Supported by the Atlas install prompt. Skill-specific requirements vary.
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What’s included
Eval and Quality Gates
Evaluation strategies and quality gates for LLM systems. LLM-as-judge implementation, prompt regression testing, structural and semantic validation pipelines, production monitoring, guardrails, and metrics that actually work. Use when building evals, setting up CI quality gates, testing prompts, measuring output quality, detecting regressions, or adding safety guardrails to AI applications.
LLM Social Posting Guide
Write social media posts for X (Twitter) and LinkedIn that avoid AI tells, pass platform algorithms, and drive engagement. Use when drafting posts, threads, or content for X or LinkedIn.
X Growth
X (Twitter) growth strategy — engagement tactics, posting frequency, community building, and audience growth. Use when planning X engagement, commenting strategy, or growth activities.
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