messages listlengths 2 2 |
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[
{
"role": "user",
"content": "Help me structure a research sabbatical proposal: objectives and deliverables, timeline, collaborators/hosts, funding plan, teaching coverage, institutional approvals, and impact statement."
},
{
"role": "assistant",
"content": "<think>The user wants help structurin... |
[
{
"role": "user",
"content": "Write guidance for designing a randomized controlled trial: hypothesis, power analysis, randomization, blinding, outcomes, analysis plan, and ethics approvals. Include sample size formulas and CONSORT reporting tips."
},
{
"role": "assistant",
"content": "<think>We ... |
[
{
"role": "user",
"content": "Provide a Bayesian inference primer: priors, likelihood, posteriors, conjugacy, credible intervals, MCMC/VI, model checking, and decision theory; include small numeric examples."
},
{
"role": "assistant",
"content": "<think>We are going to create a primer on Bayesia... |
[
{
"role": "user",
"content": "Teach support vector machines clearly: max-margin intuition, kernels (RBF/poly), soft margin and hyperparameters (C, gamma), feature scaling, multi-class, pros/cons, and pitfalls; include a tiny worked example."
},
{
"role": "assistant",
"content": "<think>We are go... |
[
{
"role": "user",
"content": "Summarize open science and reproducible research workflows: preregistration, data management plans, version control, computational notebooks, containers, CI for analyses, FAIR principles, and transparent reporting; include a minimal checklist and tool suggestions."
},
{
... |
[
{
"role": "user",
"content": "Help me design a flipped classroom for an upper-level course: learning objectives, pre-class materials, in-class active learning plans, assessment mix, accessibility considerations, and feedback loops."
},
{
"role": "assistant",
"content": "<think>Hmm, the user want... |
[
{
"role": "user",
"content": "Create a graduate admissions interview rubric: competencies, behavioral questions, scoring guidance, interviewer training, bias mitigation, note-taking standards, and decision calibration meetings."
},
{
"role": "assistant",
"content": "<think>We are creating a comp... |
[
{
"role": "user",
"content": "Teach meta-analysis step-by-step: effect sizes (SMD, OR/RR), fixed vs random-effects, heterogeneity (Q, I², tau²), publication bias (funnel plots, trim-and-fill), subgroup/meta-regression, and GRADE; include a tiny numeric example."
},
{
"role": "assistant",
"conten... |
[
{
"role": "user",
"content": "Write concise lecture notes on linear regression: assumptions, estimation, diagnostics, interpretation, extensions, and common pitfalls. Include derivations, examples, and short exercises with solutions."
},
{
"role": "assistant",
"content": "<think>We are writing l... |
[
{
"role": "user",
"content": "Design a faculty development seminar series: define instructional goals, curate cross-disciplinary topics, mix delivery formats, recruit facilitators, build assessment rubrics, and embed continuous improvement feedback loops."
},
{
"role": "assistant",
"content": "<... |
[
{
"role": "user",
"content": "Teach principal component analysis: standardization, covariance vs correlation, eigen-decomposition/SVD, variance explained, biplots, and pitfalls; add small numeric examples."
},
{
"role": "assistant",
"content": "<think>We are going to explain PCA step by step, wi... |
[
{
"role": "user",
"content": "Teach effective academic writing: structure, argumentation, clarity, citation practices, figure design, and revision workflow. Include common errors, a checklist, and short examples that show improvements."
},
{
"role": "assistant",
"content": "<think>Hmm, this is a... |
[
{
"role": "user",
"content": "Explain hypothesis testing clearly: null/alternative, test statistics, p-values vs confidence intervals, Type I/II errors, power, multiple testing, and common misinterpretations; include examples."
},
{
"role": "assistant",
"content": "<think>Hmm, this is a comprehe... |
[
{
"role": "user",
"content": "Plan a graduate student mental health support initiative: needs assessment, campus partnerships, peer support structures, faculty training, crisis response, and evaluation metrics."
},
{
"role": "assistant",
"content": "<think>Hmm, this is a comprehensive request ab... |
[
{
"role": "user",
"content": "Plan a journal submission strategy: shortlist fit and scope, author guidelines/formatting, cover letter and suggested reviewers, preprint/open access choices, ethical disclosures, and a response-to-reviewers framework with revision timelines."
},
{
"role": "assistant",
... |
[
{
"role": "user",
"content": "Draft a program-level assessment plan: outcomes mapping, rubric design, sampling strategy, closing-the-loop practices, and accreditation alignment."
},
{
"role": "assistant",
"content": "<think>The user is asking for a comprehensive program-level assessment plan cov... |
[
{
"role": "user",
"content": "Design a tenure-track portfolio: teaching dossier components, research statement structure, service narrative, diversity statement, external letter prep, evaluation metrics, and annual review planning."
},
{
"role": "assistant",
"content": "<think>The user is asking... |
[
{
"role": "user",
"content": "Draft a departmental faculty hiring process: needs assessment, inclusive job ads, structured interviews, rubric scoring, visits agenda, and decision debrief."
},
{
"role": "assistant",
"content": "<think>Hmm, this is a comprehensive request about designing a faculty... |
[
{
"role": "user",
"content": "Create a TA training curriculum: learning objectives, inclusive teaching practices, assessment/grading norms, policies, office-hour skills, and feedback loops."
},
{
"role": "assistant",
"content": "<think>The user is asking me to create a comprehensive TA (Teaching... |
End of preview. Expand
in Data Studio
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Check out the documentation for more information.
Healer Alpha 16k
This is a reasoning dataset generated using the stealth model Healer Alpha.
As the largest dataset we have made yet. The prompts from this dataset were almost all generated by Opus 4.5/4.6, GPT 5.1 and Gemini 3 (flash and pro).
The categories covered include academia, multi-lingual creative writing, finance, health, law, marketing/SEO, programming, philosophy, web dev, python scripting, and science.
Stats:
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