smithery/lyndonkl

1

academic-letter-architect Guides the creation of evidence-based academic recommendation letters, reference letters, and award nominations that …

smithery/lyndonkl

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2

adr-architecture Documents significant architectural and technical decisions with full context, alternatives considered, trade-offs an…

smithery/lyndonkl

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3

alignment-values-north-star Creates actionable alignment frameworks that give teams a shared North Star (direction), values (guardrails), and dec…

smithery/lyndonkl

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4

bayesian-reasoning-calibration Applies Bayesian reasoning to systematically update probability estimates with new evidence, helping make better fore…

smithery/lyndonkl

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5

brainstorm-diverge-converge Applies structured divergent-convergent thinking to generate many creative options, organize them into meaningful clu…

smithery/lyndonkl

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6

career-document-architect Guides the creation of career documents for academic advancement including research statements, teaching statements, …

smithery/lyndonkl

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7

causal-inference-root-cause Systematically investigates causal relationships to identify true root causes rather than correlations or symptoms.

smithery/lyndonkl

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8

chain-estimation-decision-storytelling Chains estimation, decision analysis, and storytelling to transform uncertain choices into clear, stakeholder-ready r…

smithery/lyndonkl

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9

chain-roleplay-debate-synthesis Facilitates structured roleplay, debate, and synthesis to resolve decisions with multiple legitimate perspectives and…

smithery/lyndonkl

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10

chain-spec-risk-metrics Chains together clear specifications, proactive risk analysis (premortem/register), and measurable success metrics in…

smithery/lyndonkl

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11

chef-assistant Guides cooking through culinary principles, food science, and flavor architecture rather than rote recipe steps. Cove…

smithery/lyndonkl

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12

code-data-analysis-scaffolds Generates structured scaffolds (frameworks, checklists, templates) for technical work — TDD test suites, exploratory …

smithery/lyndonkl

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13

communication-storytelling Transforms analysis, data, and complex information into clear, persuasive narratives tailored to specific audiences —…

smithery/lyndonkl

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14

constraint-based-creativity Turns limitations into creative fuel by strategically imposing constraints that force novel thinking, break habitual …

smithery/lyndonkl

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15

d3-visualization Guides creation of custom, interactive data visualizations with D3.js — bar/line/scatter charts, network diagrams, ge…

smithery/lyndonkl

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16

data-schema-knowledge-modeling Creates rigorous, validated models of entities, relationships, and constraints for database schemas (SQL, NoSQL, grap…

smithery/lyndonkl

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17

decision-matrix Compares multiple named alternatives against weighted criteria to produce transparent, defensible choices with explic…

smithery/lyndonkl

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18

decomposition-reconstruction Breaks complex systems into atomic components, maps their relationships, and reconstructs them in optimized configura…

smithery/lyndonkl

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19

deliberation-debate-red-teaming Challenges plans, designs, and decisions from multiple adversarial perspectives to surface blind spots, hidden assump…

smithery/lyndonkl

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20

dialectical-mapping-steelmanning Applies thesis-antithesis-synthesis reasoning to escape false binary choices by steelmanning opposing positions, mapp…

smithery/lyndonkl

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21

domain-research-health-science Guides clinical and health science research through PICOT question formulation, evidence hierarchy assessment, bias e…

smithery/lyndonkl

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22

environmental-scanning-foresight Monitors external trends across PESTLE dimensions, detects weak signals of emerging change, develops scenario-based f…

smithery/lyndonkl

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23

equivariant-architecture-designer Designs neural network architectures that respect validated symmetry groups, recommending architecture families (G-CN…

smithery/lyndonkl

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24

estimation-fermi Decomposes complex unknowns into estimable components to produce rapid order-of-magnitude answers with bounded uncert…

smithery/lyndonkl

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25

ethics-safety-impact Guides structured identification of potential harms, benefits, and differential impacts across stakeholder groups for…

smithery/lyndonkl

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26

evaluation-rubrics Designs structured scoring tools with explicit criteria, performance scales, and descriptors for consistent, transpar…

smithery/lyndonkl

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27

expected-value Calculates probability-weighted averages of all possible outcomes to enable rational decisions under uncertainty. Cov…

smithery/lyndonkl

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28

facilitation-patterns Provides structured formats and techniques for running productive group sessions, from standups to multi-day workshop…

smithery/lyndonkl

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29

financial-unit-economics Analyzes profitability per customer, product, or transaction to determine business model viability and scalability.

smithery/lyndonkl

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30

focus-timeboxing-8020 Combines Pareto prioritization (80/20), timeboxing, and deep work techniques to manage attention, eliminate context-s…

smithery/lyndonkl

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31

grant-proposal-assistant Guides creation and review of competitive grant proposals (NIH R01/R21/K, NSF, foundations) by applying reviewer-pers…

smithery/lyndonkl

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32

hypotheticals-counterfactuals Applies "what if" thinking to explore alternative scenarios, test assumptions, understand causal relationships, and p…

smithery/lyndonkl

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33

layered-reasoning Structures thinking across multiple abstraction levels (30,000 ft strategic, 3,000 ft tactical, 300 ft operational) w…

smithery/lyndonkl

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34

mapping-visualization-scaffolds Creates visual maps that make implicit relationships, dependencies, and structures explicit through diagrams, concept…

smithery/lyndonkl

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35

market-mechanics-betting Translates beliefs (probabilities) into optimal actions (bet/pass/hedge) using quantitative frameworks including edge…

smithery/lyndonkl

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36

memory-retrieval-learning Creates evidence-based learning plans that maximize long-term retention through spaced repetition, retrieval practice…

smithery/lyndonkl

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37

meta-prompt-engineering Transforms vague or unreliable prompts into structured, constraint-aware prompts with explicit roles, task decomposit…

smithery/lyndonkl

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38

metrics-tree Decomposes high-level North Star metrics into actionable sub-metrics and leading indicators, maps causal relationship…

smithery/lyndonkl

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39

model-equivariance-auditor Verifies that implemented neural network models correctly respect their intended symmetries through systematic equiva…

smithery/lyndonkl

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40

morphological-analysis-triz Explores solution spaces systematically through morphological analysis (parameter-option matrices) and resolves techn…

smithery/lyndonkl

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41

negative-contrastive-framing Defines concepts, quality criteria, and boundaries by showing what they are NOT -- using anti-goals, near-miss exampl…

smithery/lyndonkl

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42

negotiation-alignment-governance Creates explicit stakeholder alignment through negotiated working agreements, clear decision rights (RACI/DACI/RAPID)…

smithery/lyndonkl

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43

one-pager-prd Creates concise, decision-ready product specifications (one-pagers and PRDs) that align stakeholders on problem, solu…

smithery/lyndonkl

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44

project-risk-register Identifies, assesses, and prioritizes project risks using probability-times-impact scoring (risk matrix), then assign…

smithery/lyndonkl

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45

research-claim-map Systematically evaluates claims by triangulating sources, rating evidence quality (primary/secondary/tertiary), asses…

smithery/lyndonkl

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46

reviews-retros-reflection Facilitates structured team reflection through retrospectives, post-mortems, after-action reviews, and weekly/quarter…

smithery/lyndonkl

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47

role-switch Analyzes decisions from multiple stakeholder perspectives (engineering, product, legal, finance, users) to uncover bl…

smithery/lyndonkl

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48

scientific-clarity-checker Reviews scientific documents for logical clarity, argument soundness, and rigor by auditing hypothesis-data alignment…

smithery/lyndonkl

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49

scientific-email-polishing Composes and polishes professional scientific correspondence -- emails to collaborators, journal cover letters, and r…

smithery/lyndonkl

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50

scientific-manuscript-review Guides systematic multi-pass review and editing of scientific manuscripts (research articles, reviews, perspectives) …

smithery/lyndonkl

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