K L D'Souza
Community@lyndonkl
Full Stack Developer since 2012
Agent Skills by K L D'Souza
Showing 89 vetted skills indexed across 1 GitHub repositories.
lyndonklchain-estimation-decision-storytelling
Quantify uncertain choices, compare options with expected value analysis, and craft stakeholder recommendations.
lyndonkldiscovery-interviews-surveys
Conducts structured discovery interviews and surveys to validate product assumptions and uncover unmet user needs.
lyndonklcognitive-design
Apply cognitive psychology principles to design visual interfaces and data visualizations.
lyndonklstrategy-and-competitive-analysis
Apply Porter's 5 Forces, SWOT, and Blue Ocean Strategy to develop business strategies.
lyndonklreference-class-forecasting
Establish statistical baselines by identifying reference classes and historical data.
lyndonklscout-mindset-bias-check
Detect and remove cognitive biases from forecasting and decision-making reasoning.
lyndonklcommunication-storytelling
Transform raw data and analysis into persuasive narratives for diverse audiences.
lyndonklprioritization-effort-impact
Score backlog items into effort-impact quadrants for strategic prioritization.
lyndonklgraphrag-system-design
Design GraphRAG systems with pattern selection, technology stack decisions, and integration pipelines.
lyndonklmapping-visualization-scaffolds
Generate visual maps and diagrams from structured node and relationship input.
lyndonklforecast-premortem
Stress-test predictions by assuming failure and identifying root causes and tail risks.
lyndonklsecurity-threat-model
Apply the STRIDE framework to map trust boundaries and generate mitigations.
lyndonklpostmortem
Facilitate blameless postmortems with 5 Whys and fishbone diagrams.
lyndonklresearch-claim-map
Triangulate evidence from multiple sources and rate credibility for factual claims.
lyndonklproject-risk-register
Track project risks with probability×impact scoring and mitigation plans.
lyndonklmodel-equivariance-auditor
Verify PyTorch neural network models respect intended symmetries with systematic tests.
lyndonklmemory-retrieval-learning
Generate personalized study schedules using spaced repetition and retrieval practice.
lyndonkltranslation-reframing-audience-shift
Adapt content between audiences with varying expertise while preserving semantic accuracy.
lyndonklvisual-storytelling-design
Structure data-driven narratives with story arcs and annotation strategies.
lyndonklevaluation-rubrics
Create and apply evaluation rubrics with criteria, scales, and descriptors.
lyndonklstakeholders-org-design
Map stakeholders and define team structures aligned with Conway's Law.
lyndonklroadmap-backcast
Plan backward from a fixed deadline to actionable present-day steps.
lyndonklcausal-inference-root-cause
Analyze root causes by testing causal hypotheses with the Bradford Hill criteria.
lyndonkldesign-evaluation-audit
Evaluate designs against cognitive science principles with checklists and scoring rubrics.