lyndonkl/claude

1

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

lyndonkl/claude

748

2

strategy-and-competitive-analysis Develops business strategies grounded in rigorous competitive and market analysis using proven frameworks (Good Strat…

lyndonkl/claude

478

3

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

lyndonkl/claude

462

4

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

lyndonkl/claude

426

5

socratic-teaching-scaffolds Guides learners to discover knowledge through strategic Socratic questioning and progressive scaffolding removal. Com…

lyndonkl/claude

364

6

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

lyndonkl/claude

331

7

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

lyndonkl/claude

244

8

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

lyndonkl/claude

223

9

visual-storytelling-design Transforms data into compelling visual narratives by applying narrative structure, annotation techniques, scrollytell…

lyndonkl/claude

187

10

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

lyndonkl/claude

174

11

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

lyndonkl/claude

163

12

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

lyndonkl/claude

145

13

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

lyndonkl/claude

143

14

bayesian-reasoning-calibration

lyndonkl/claude

141

15

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

lyndonkl/claude

136

16

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

lyndonkl/claude

134

17

visualization-choice-reporting Matches visualization types to data questions and creates narrated reports that highlight insights and recommend acti…

lyndonkl/claude

133

18

design-of-experiments Generates structured experimental designs (factorial, response surface, Taguchi) to systematically discover how multi…

lyndonkl/claude

131

19

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

lyndonkl/claude

125

20

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

lyndonkl/claude

123

21

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

lyndonkl/claude

120

22

cognitive-design Grounds visual design decisions in cognitive psychology principles — perception, attention, memory, Gestalt grouping,…

lyndonkl/claude

119

23

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

lyndonkl/claude

119

24

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

lyndonkl/claude

117

25

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

lyndonkl/claude

114

26

information-architecture Organizes, structures, and labels content so users can find and manage information effectively. Guides through conten…

lyndonkl/claude

113

27

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

lyndonkl/claude

110

28

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

lyndonkl/claude

110

29

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

lyndonkl/claude

109

30

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

lyndonkl/claude

107

31

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

lyndonkl/claude

105

32

systems-thinking-leverage Finds high-leverage intervention points in complex systems by mapping feedback loops, identifying system archetypes (…

lyndonkl/claude

105

33

translation-reframing-audience-shift Adapts content for different audiences while preserving core accuracy, changing tone, depth, emphasis, and framing to…

lyndonkl/claude

105

34

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

lyndonkl/claude

104

35

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

lyndonkl/claude

104

36

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

lyndonkl/claude

102

37

security-threat-model Systematically identifies vulnerabilities, threats, and mitigations for systems handling sensitive data using STRIDE …

lyndonkl/claude

100

38

discovery-interviews-surveys Designs structured interview guides, survey instruments, and JTBD probes to learn from users while avoiding common re…

lyndonkl/claude

99

39

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

lyndonkl/claude

97

40

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

lyndonkl/claude

97

41

scout-mindset-bias-check Detects and removes cognitive biases from reasoning using Julia Galef's Scout Mindset framework. Provides reversal te…

lyndonkl/claude

97

42

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

lyndonkl/claude

96

43

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

lyndonkl/claude

94

44

reference-class-forecasting Anchors predictions in historical reality by identifying a class of similar past events and using their statistical f…

lyndonkl/claude

92

45

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

lyndonkl/claude

92

46

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

lyndonkl/claude

91

47

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

lyndonkl/claude

89

48

knowledge-graph-construction Designs and builds knowledge graphs from unstructured or semi-structured data sources.

lyndonkl/claude

89

49

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

lyndonkl/claude

89

50

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

lyndonkl/claude

89