lyndonkl/claude

1

forecast-premortem Stress-tests predictions by assuming failure and working backward to identify blind spots, tail risks, and overconfid…

lyndonkl/claude

88

2

synthesis-and-analogy Synthesizes information from multiple sources into coherent insights and applies analogical reasoning to transfer kno…

lyndonkl/claude

87

3

abstraction-concrete-examples Builds structured abstraction ladders that translate high-level principles into concrete, actionable examples across …

lyndonkl/claude

85

4

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

lyndonkl/claude

85

5

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

lyndonkl/claude

83

6

heuristics-and-checklists Provides practical frameworks for fast decision-making through mental shortcuts (heuristics) and systematic error pre…

lyndonkl/claude

82

7

postmortem Conducts blameless postmortems that transform failures into learning opportunities by documenting timelines, quantify…

lyndonkl/claude

82

8

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

lyndonkl/claude

82

9

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

lyndonkl/claude

81

10

writing-structure-planner Guides writing architecture planning using McPhee's structural diagramming method, helping select from 8 structure ty…

lyndonkl/claude

81

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

lyndonkl/claude

80

12

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

lyndonkl/claude

80

13

prototyping-pretotyping Guides validation of ideas before full development using pretotyping (fake doors, concierge MVPs, Wizard of Oz) and p…

lyndonkl/claude

79

14

stakeholders-org-design Provides frameworks for mapping stakeholder influence networks, designing team structures aligned with system archite…

lyndonkl/claude

79

15

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

lyndonkl/claude

78

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kill-criteria-exit-ramps Establishes pre-defined, objective conditions for stopping projects and specific decision points for continue/pivot/k…

lyndonkl/claude

78

17

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

lyndonkl/claude

77

18

design-evaluation-audit Systematically evaluates existing designs against cognitive science principles using repeatable checklists, scoring r…

lyndonkl/claude

77

19

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

lyndonkl/claude

76

20

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

lyndonkl/claude

76

21

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

lyndonkl/claude

76

22

portfolio-roadmapping-bets Creates strategic portfolio roadmaps that size and sequence initiative bets across time horizons (H1/H2/H3), balance …

lyndonkl/claude

76

23

prioritization-effort-impact Transforms overwhelming backlogs into clear, actionable priorities by mapping items on a 2x2 effort-vs-impact matrix,…

lyndonkl/claude

76

24

roadmap-backcast Plans backward from a fixed goal or deadline to the present, identifying required milestones, dependencies, critical …

lyndonkl/claude

76

25

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

lyndonkl/claude

75

26

symmetry-group-identifier Maps identified symmetries to mathematical groups (cyclic, dihedral, symmetric, SO(3), SE(3), E(3)) for equivariant n…

lyndonkl/claude

75

27

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

lyndonkl/claude

74

28

graphrag-system-design Designs complete GraphRAG systems integrating graph databases, vector stores, orchestration frameworks, and LLM reaso…

lyndonkl/claude

74

29

symmetry-discovery-questionnaire Guides collaborative discovery of hidden symmetries in ML data through structured domain analysis, coordinate system …

lyndonkl/claude

74

30

writing-revision Applies a systematic three-pass revision system (Zinsser, King, Pinker, Clark) to existing drafts — Pass 1 cuts clutt…

lyndonkl/claude

74

31

symmetry-validation-suite Provides empirical test protocols and metrics to validate whether hypothesized symmetries actually hold in data or mo…

lyndonkl/claude

73

32

skill-creator Transforms documents containing theoretical knowledge or frameworks (PDFs, markdown, book notes, research papers, met…

lyndonkl/claude

72

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

lyndonkl/claude

71

34

writing-pre-publish-checklist Runs a comprehensive six-section quality checklist (content, structure, clarity, style, polish, final tests) before w…

lyndonkl/claude

71

35

graphrag-evaluation Evaluates GraphRAG systems across knowledge graph completeness, retrieval relevance, answer correctness, reasoning de…

lyndonkl/claude

70

36

cognitive-fallacies-guard Detects and prevents visual misleads, cognitive biases, and data integrity violations in visualizations, dashboards, …

lyndonkl/claude

69

37

writing-stickiness Applies the Heath brothers' SUCCESs model (Simple, Unexpected, Concrete, Credible, Emotional, Stories) to make messag…

lyndonkl/claude

69

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retrieval-search-orchestration Designs retrieval strategies for querying knowledge graphs in RAG systems, covering pattern selection (global-first, …

lyndonkl/claude

64

39

embedding-fusion-strategy Designs embedding strategies that combine semantic (text-based) and structural (graph-based) information at node, edg…

lyndonkl/claude

60

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portfolio-drift-rebalancer Aggregates investment holdings across taxable brokerage, 401k, and HSA into a single asset-allocation view, computes …

lyndonkl/claude

53

41

project-investment-analyzer Evaluates investment projects using NPV, IRR, and return on capital analysis. Determines whether a project clears its…

lyndonkl/claude

45

42

household-finance-dashboard-builder Generates a single self-contained static HTML dashboard for a household finance JSON store, with embedded D3.js, inli…

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matchup-win-probability-sim Computes P(we win at least K of N categories) for a head-to-head categorical matchup via Monte-Carlo simulation or Po…

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41

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variance-strategy-selector Given a current win probability and a downside asymmetry flag, recommends a variance-seeking, neutral, or variance-mi…

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adverse-selection-prior Produces a Bayesian prior probability that an offered transaction is +EV for the recipient, given that the counterpar…

lyndonkl/claude

40

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auction-winners-curse-haircut Applies a Bayesian haircut to a bid valuation for common-value auctions where winning is itself evidence the bidder o…

lyndonkl/claude

40

47

mlb-matchup-analyzer Analyzes a single MLB game from a fantasy perspective given home team, away team, and date. Emits structured matchup …

lyndonkl/claude

40

48

statement-reconciler Verifies that an extracted statement is internally consistent by checking that opening_balance + sum(transactions) = …

lyndonkl/claude

40

49

business-narrative-builder Constructs a structured narrative linking a company's qualitative business story to quantitative valuation drivers (r…

lyndonkl/claude

39

50

capital-structure-optimizer Analyzes a company's debt-equity mix and determines the optimal capital structure that minimizes WACC. Computes WACC …

lyndonkl/claude

39