nuqDaq yIjatlhbe'chugh, qapla'be' Claude?	yIjatlhbe'chugh context, Claude generic DaH jatlh. Details yIjatlh: audience, role, constraints.
Claude jatlhpu'bogh length qapla'be'chugh, nuq yIjatlh?	explicit yIjatlh: "paragraph cha'" joq "words 100 pagh" joq "comprehensive analysis" yIjatlh.
Claude format yIjatlhpu'bogh qapla'be'chugh, nuq yIjatlh?	example yIjatlh, structure explicit yIjatlh. "bullet points" joq "bold headers" yIjatlh.
Claude plausible 'ach SaQ information jatlhpu'chugh, nuq yIjatlh?	facts independent yIjatlh. Claude sources cite joq confidence level yIjatlh. {web search} enable.
tone qapla'be'chugh, nuq yIjatlh?	tone plain language yIjatlh: "conversational" joq "authoritative" yIjatlh. Example style yIjatlh.
AI Fluency nuq'be'?	AI tools collaborate effectively ability. Judgment develop: situations different across AI use well.
4D Framework nuq'be'?	Delegation, Description, Discernment, Diligence. Competencies core four: AI interactions effective.
evals nuq'be'?	evaluations. Tasks specific Claude performance test systematic. Workflows unique your assess.
evals simple approach nuq'be'?	examples gather (5-10). Prompts test create. Outputs compare. Approach refine.
Rio delegation diligence loop nuq'be'?	data past analyze. AI reproduce. Results check. Gaps note. Description refine. Again test.
nuqDaq {enrollment dates} yIjatlhbe'chugh, AI qapla'be'?	AI chaH yIjatlhbe'chugh, AI 'oH yIjatlh 'e' yIjatlhbe'chugh, qapla'be'.
Rio 'oH nuq 'e' yIjatlh?	Rio validated approach 'oH yIjatlh, quarter data je.
Rio report final 'e' yIjatlh 'oH nuq?	Rio accountability 'oH yIjatlh, transparent AI role je.
analytical task delegate 'e' yIjatlh, nuq Qapla'?	specific task identify, precise need, past data find, AI reproduce, results evaluate.
AI produce results validate 'e' yIjatlh 'oH nuq?	new data approach confident use 'e' yIjatlh.
AI validate 'e' yIjatlh refinements several after 'oH nuq?	task delegate shouldn't 'e' yIjatlh.
data comfortable not 'oH 'e' yIjatlh, AI nuq?	AI brainstorm implement solutions, coding help, {Excel formulas} write, data messy reformat.
AI work 'e' yIjatlh, nuq yIjatlh?	clarifications explanations ask, process follow, output understand.
validation 'oH nuq?	confidence build, responsibility eliminate 'oH pagh.
analysis data type any 'e' yIjatlh, nuq test?	donor analysis, budget forecasting, survey synthesis, outcome tracking.