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lyndonkl skills

Find 90 skills from 1 repo created by lyndonkl on GitHub.

1 repo

90 skills

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alignment-values-north-star

lyndonkl/claude

This skill helps teams establish a clear North Star, values, and decision tenets to guide autonomous, cohesive alignment across roles.

chain-roleplay-debate-synthesis

lyndonkl/claude

This skill guides you through framing decisions, simulating perspectives, debating tradeoffs, and synthesizing actionable recommendations from competing views.

lyndonkl/claude

This skill helps you cook with confidence by teaching technique, flavor balance, and food science for troubleshooting and menu planning.

cognitive-design

lyndonkl/claude

This skill grounds design decisions in cognitive psychology, improving attention management, memory retention, and visual encoding for clearer, more effective

cognitive-fallacies-guard

lyndonkl/claude

This skill helps detect and prevent visual misleads, cognitive biases, and data integrity issues in visualizations and reports.

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d3-visualization

lyndonkl/claude

This skill helps you build custom, interactive D3 visualizations from data to visuals with low-level control over scales, layouts, and transitions.

design-evaluation-audit

lyndonkl/claude

This skill provides systematic evaluation tools to assess designs for cognitive alignment, produce prioritized fixes, and guide objective design decisions.

design-of-experiments

lyndonkl/claude

This skill helps you design efficient experiments to identify key factors and optimize performance with minimal runs.

dialectical-mapping-steelmanning

lyndonkl/claude

This skill helps you identify false dichotomies, steelman opposing views, map underlying tradeoffs, and synthesize a principled third way.

equivariant-architecture-designer

lyndonkl/claude

This skill designs neural network architectures that respect validated symmetry groups, delivering efficient, robust models with improved generalization.

environmental-scanning-foresight

lyndonkl/claude

This skill helps you conduct environmental scanning and foresight by analyzing PESTLE trends, detecting weak signals, and outlining adaptable scenarios.

estimation-fermi

lyndonkl/claude

This skill helps you perform rapid order-of-magnitude estimates by decomposing problems, bounding uncertainties, and sanity-checking assumptions for quick

ethics-safety-impact

lyndonkl/claude

This skill guides you through ethics, safety, and impact assessment to anticipate harms, ensure fairness, and monitor ongoing responsible outcomes.

lyndonkl/claude

This skill helps you evaluate uncertain choices by calculating probability-weighted outcomes and guiding risk-adjusted decisions for investments, product bets,

facilitation-patterns

lyndonkl/claude

This skill helps you design and run productive meetings and workshops by applying structured facilitation patterns, ensuring participation, decisions, and

financial-unit-economics

lyndonkl/claude

This skill helps you evaluate profitability per unit, optimize pricing, and guide scalable growth using CAC, LTV, and margin analysis.

forecast-premortem

lyndonkl/claude

This skill helps stress-test forecasts by imagining failure to reveal risks and widen confidence intervals for more robust decisions.

negative-contrastive-framing

lyndonkl/claude

This skill helps you define clear boundaries and criteria by presenting what concepts are not, using anti-goals and near-misses to reduce ambiguity.

heuristics-and-checklists

lyndonkl/claude

This skill helps you design and apply heuristics and checklists to speed decision-making, reduce errors, and maintain quality under pressure.

hypotheticals-counterfactuals

lyndonkl/claude

This skill helps you explore alternative futures and test assumptions using what-if questions, counterfactuals, and stress tests to inform decisions.

information-architecture

lyndonkl/claude

This skill helps you organize content, design navigations, and improve findability with IA patterns and taxonomy for scalable information architecture.

knowledge-graph-construction

lyndonkl/claude

This skill guides you in designing and building knowledge graphs from unstructured data, offering extraction pipelines, schema patterns, and data model

market-mechanics-betting

lyndonkl/claude

This skill converts probabilities into actions like bet sizing and hedging, optimizing edge, calibration, and decision rules for betting strategy.

memory-retrieval-learning

lyndonkl/claude

This skill helps you design evidence-based study plans that maximize long-term retention using spaced repetition, retrieval practice, and interleaving.

negotiation-alignment-governance

lyndonkl/claude

This skill helps teams establish clear decision rights and working agreements to resolve conflicts and govern cross-functional initiatives effectively.

lyndonkl/claude

This skill guides you through blameless postmortems, documenting incidents, root causes, and actionable preventions with owners and timelines.

prioritization-effort-impact

lyndonkl/claude

This skill helps you prioritize backlogs by effort and impact, surfacing quick wins and big bets to guide roadmap decisions.

scout-mindset-bias-check

lyndonkl/claude

This skill helps identify and remove cognitive biases in reasoning by guiding you through reversal tests, scope checks, and bias audits.

reference-class-forecasting

lyndonkl/claude

This skill helps you establish a statistical baseline for forecasts by anchoring to historical reference classes before analyzing specifics.

scientific-email-polishing

lyndonkl/claude

This skill helps you compose and polish professional scientific emails, ensuring clear asks, appropriate tone, and concise structure for academic contexts.

scientific-manuscript-review

lyndonkl/claude

This skill helps you refine scientific manuscripts for clarity, structure, and rigor, accelerating publication-ready submissions through systematic,

security-threat-model

lyndonkl/claude

This skill guides secure threat modeling for systems handling sensitive data, enabling STRIDE analysis, trust boundary mapping, and prioritized mitigations.

lyndonkl/claude

This skill converts theoretical documents into actionable, reusable capabilities by extracting, structuring, and assembling practical steps and rubrics for

stakeholders-org-design

lyndonkl/claude

This skill helps you design organizational structures, map stakeholders, define team interfaces, and assess maturity to guide effective change.

strategy-and-competitive-analysis

lyndonkl/claude

This skill helps you develop robust business strategies by applying proven frameworks to diagnose challenges, set guiding policies, and specify coherent

symmetry-discovery-questionnaire

lyndonkl/claude

This skill guides you through a collaborative symmetry discovery process to identify invariances and transform your data efficiently.

symmetry-group-identifier

lyndonkl/claude

This skill maps identified symmetries to mathematical groups and outputs an architecture-ready symmetry specification.

synthesis-and-analogy

lyndonkl/claude

This skill helps you synthesize information from diverse sources and create powerful, well-supported analogies to explain concepts and solve problems.

systems-thinking-leverage

lyndonkl/claude

This skill helps you diagnose complex systems, identify high-leverage interventions, and design effective changes that yield large impacts.

translation-reframing-audience-shift

lyndonkl/claude

This skill helps you translate technical content for diverse audiences while preserving accuracy and adjusting tone, emphasis, and medium.

visualization-choice-reporting

lyndonkl/claude

This skill helps you select the right visualization for your data and generate a narrated report with actionable recommendations.

writing-revision

lyndonkl/claude

This skill revises drafts using a three-pass system to cut clutter, reduce cognitive load, and improve rhythm for clearer writing.

morphological-analysis-triz

lyndonkl/claude

This skill helps you systematically explore design spaces and resolve contradictions using morphological analysis and TRIZ to generate novel, feasible

discovery-interviews-surveys

lyndonkl/claude

This skill helps you validate product ideas and uncover user needs through structured discovery interviews and surveys.

mapping-visualization-scaffolds

lyndonkl/claude

This skill helps you create visual maps of systems, relationships, and processes to improve understanding and planning.

brainstorm-diverge-converge

lyndonkl/claude

This skill helps you generate many creative ideas, cluster them by theme, and converge on top options with structured criteria.

chain-spec-risk-metrics

lyndonkl/claude

This skill helps plan high-stakes initiatives by integrating clear specs, premortem risk analysis, and measurable success metrics for confident execution.

deliberation-debate-red-teaming

lyndonkl/claude

This skill helps you uncover blind spots and harden plans by structured adversarial review and red teaming before launch.

graphrag-system-design

lyndonkl/claude

This skill guides you in designing complete GraphRAG systems, selecting patterns, stacks, and domain customizations for robust real-time reasoning.

layered-reasoning

lyndonkl/claude

This skill enables layered reasoning across strategic, tactical, and operational levels to design consistent systems and communicate across stakeholders.

meta-prompt-engineering

lyndonkl/claude

This skill transforms vague prompts into structured, constraint-aware prompts with role definition, task decomposition, and automatic quality checks for

lyndonkl/claude

This skill guides you in defining a North Star, decomposing metrics, and prioritizing experiments to drive measurable product outcomes.

model-equivariance-auditor

lyndonkl/claude

This skill helps you verify that your implemented model respects intended symmetries by providing tests and debugging guidance for equivariance.

prototyping-pretotyping

lyndonkl/claude

This skill helps you validate ideas quickly with pretotyping and prototyping methods, guiding fidelity, experiments, and decisions before building.

reviews-retros-reflection

lyndonkl/claude

This skill guides teams through structured reviews and reflections to surface insights, set SMART actions, and track improvement after sprints or projects.

scientific-clarity-checker

lyndonkl/claude

This skill systematically checks scientific clarity and logical rigor across documents, ensuring claims align with evidence and terminology remains precise.

socratic-teaching-scaffolds

lyndonkl/claude

This skill guides learners through guided discovery using Socratic questioning and scaffolding to build deep understanding and problem-solving abilities.

symmetry-validation-suite

lyndonkl/claude

This skill helps you empirically test symmetry hypotheses in your data or model, providing protocols and metrics to validate invariance and equivariance.

portfolio-roadmapping-bets

lyndonkl/claude

This skill helps you manage multiple initiatives across horizons by sizing, sequencing, and exiting bets to balance risk and impact.

lyndonkl/claude

This skill helps teams align stakeholders by analyzing multiple perspectives, surfacing tradeoffs, and building consensus across functions.

decision-matrix

lyndonkl/claude

This skill guides transparent decision-making using a decision matrix to compare options, reveal trade-offs, and justify group choices.

domain-research-health-science

lyndonkl/claude

This skill helps structure health science research using PICOT, assess study quality with GRADE and bias tools, and synthesize evidence for guidelines.

lyndonkl/claude

This skill helps you create concise, decision-ready PRDs by capturing problem, solution, users, goals, scope, constraints, and open questions for alignment.

abstraction-concrete-examples

lyndonkl/claude

This skill helps you translate concepts across abstraction levels, moving from principles to concrete examples and testing edge cases.

research-claim-map

lyndonkl/claude

This skill helps you verify claims and evaluate evidence systematically by triangulating sources, rating credibility, and identifying knowledge gaps.

academic-letter-architect

lyndonkl/claude

This skill helps you craft evidence-based academic recommendation letters that highlight concrete achievements and stand out to evaluators.

embedding-fusion-strategy

lyndonkl/claude

This skill guides embedding fusion for semantic and structural graphs, selecting granularity, fusion method, and implementation guidance to improve retrieval

evaluation-rubrics

lyndonkl/claude

This skill helps you design and apply explicit evaluation rubrics to assess quality consistently, calibrate scoring, and provide actionable feedback.

focus-timeboxing-8020

lyndonkl/claude

This skill helps you defeat procrastination and boost focus by applying 80/20 analysis, timeboxing, and energy-aware planning for deep work.

grant-proposal-assistant

lyndonkl/claude

This skill guides grant proposal creation and critique for NIH/NSF and foundations, improving hypothesis clarity, significance, innovation, and feasible

project-risk-register

lyndonkl/claude

This skill helps you manage project uncertainty by maintaining a structured risk register with probability–impact scoring, owners, and mitigations.

roadmap-backcast

lyndonkl/claude

This skill helps you plan with fixed deadlines by backcasting from the goal, defining milestones, dependencies, and feasible timelines.

adr-architecture

lyndonkl/claude

This skill helps document architecture decisions with rationale, alternatives, and consequences to clarify why choices were made.

bayesian-reasoning-calibration

lyndonkl/claude

This skill helps you update beliefs under uncertainty using Bayesian reasoning, calibrating confidence as new evidence arrives.

data-schema-knowledge-modeling

lyndonkl/claude

This skill helps you design rigorous data schemas and knowledge models to clarify entities, relationships, and constraints for reliable systems.

career-document-architect

lyndonkl/claude

This skill helps craft compelling academic career documents, aligning your research and teaching with institutional goals and future potential.

constraint-based-creativity

lyndonkl/claude

This skill helps you spark creativity under tight constraints by designing strategic limits and generating breakthrough ideas.

code-data-analysis-scaffolds

lyndonkl/claude

This skill provides structured scaffolds for planning tests, data exploration, and modeling to guide technical work systematically.

communication-storytelling

lyndonkl/claude

This skill helps transform complex analysis into persuasive narratives tailored to stakeholders, enabling clear headlines, points, proof, and calls to action.

decomposition-reconstruction

lyndonkl/claude

This skill helps simplify complex systems by decomposing components and reconstructing optimized configurations to reveal bottlenecks and improvement

graphrag-evaluation

lyndonkl/claude

This skill guides evaluating GraphRAG systems across KG quality, retrieval, accuracy, and reasoning with structured metrics and testing protocols.

kill-criteria-exit-ramps

lyndonkl/claude

This skill helps teams define kill criteria and exit ramps to decide when to continue, pivot, or terminate initiatives objectively.

writing-stickiness

lyndonkl/claude

This skill helps craft memorable messages using the SUCCESs framework to maximize stickiness and persuasion for presentations, marketing, and storytelling.

visual-storytelling-design

lyndonkl/claude

This skill helps you transform data into compelling visual narratives for journalism, presentations, and infographics with structured storytelling.

writing-pre-publish-checklist

lyndonkl/claude

This skill guides a final pre-publish quality check, flagging issues across content accuracy, clarity, style, and polish to ensure readiness.

writing-structure-planner

lyndonkl/claude

This skill helps you plan and diagram writing structure using McPhee's method, generating 3 options and placing reader rewards for clear flow.

chain-estimation-decision-storytelling

lyndonkl/claude

This skill helps you quantify uncertain options, select optimal choice, and persuade stakeholders with a clear, data-driven narrative.

retrieval-search-orchestration

lyndonkl/claude

This skill designs retrieval strategies for knowledge graphs in RAG, selecting patterns, decomposing queries, and tracing provenance.