Tibsfox

Map design, spatial analysis, and Geographic Information Systems. Covers map projections and their distortion trade-offs, coordinate systems, thematic mapping techniques (choropleth, proportional symbol, dot density, isoline), remote sensing and satellite imagery, GIS data models (vector and raster), spatial analysis operations (overlay, buffer, interpolation, network analysis), and cartographic d

The pedagogy of feeding — how to talk about food with children, what the Division of Responsibility model says, age-appropriate autonomy in eating, how to handle picky eating without creating disordered eating, and how to teach nutrition concepts to learners at different levels without either moralizing or oversimplifying. Use when a question is about raising, teaching, or advising a child or lear

Quantum mechanics from wave-particle duality through entanglement and measurement. Covers the photoelectric effect, de Broglie wavelength, Heisenberg uncertainty principle, the Schrodinger equation (time-dependent and time-independent), wave functions and probability, quantum states and superposition, the hydrogen atom (energy levels, quantum numbers), spin, Pauli exclusion principle, quantum tunn

Parallel agent fleet dispatch with progress tracking and result aggregation. Launch N agents, monitor completion, merge results. Proven at 7-agent scale.

Strategies for constructing meaning from text, monitoring understanding, and repairing comprehension breakdowns. Covers before-during-after reading framework, seven evidence-based comprehension strategies (activating prior knowledge, questioning, visualizing, inferring, determining importance, summarizing, monitoring/fix-up), text structure recognition (narrative and expository), schema theory, cl

The cosmic distance ladder from radar ranging to Hubble flow. Covers parallax, spectroscopic parallax, cluster main-sequence fitting, Cepheid and RR Lyrae period-luminosity relations, Type Ia supernovae, Tully-Fisher, surface brightness fluctuation, and redshift-distance relations. Use when estimating, cross-checking, or critiquing any astronomical distance from a parsec to a gigaparsec.

Root cause analysis techniques for modern distributed systems, microservices, and cloud infrastructure. Covers trace-based causality (OpenTelemetry, Jaeger, Tempo), service dependency graph analysis, DynaCausal-style dynamic causality-aware RCA, anomaly localization with metrics/logs/traces correlation, the Microsoft AgentRx framework for AI agent failures, chaos-engineering-as-RCA, and the 2025 i

Translation and interpretation as language meta-skills -- equivalence theory (Nida's formal vs. dynamic equivalence), translation strategies (borrowing, calque, transposition, modulation, adaptation), interpretation modes (simultaneous, consecutive, sight), source text analysis, register preservation, cultural adaptation, untranslatability and compensatory strategies, machine translation literacy,

Transform a user's builder vision into a complete, executable GSD mission package. Use this skill whenever a user has described what they want to BUILD (a product, tool, feature, system, educational pack, or ecosystem component) and wants it structured for GSD execution. Triggers include: 'structure this for GSD', 'make this into a milestone', 'turn this vision into a mission', 'package this up fo

Biological foundations of behavior and mental processes. Covers brain structure and function (cerebral cortex, limbic system, brainstem, cerebellum, lateralization), neurotransmitter systems (dopamine, serotonin, norepinephrine, GABA, glutamate, acetylcholine), neural plasticity (synaptic plasticity, neurogenesis, critical periods, experience-dependent change), and psychopharmacology (drug mechani

Generates simulation inputs across fidelity levels — OpenFOAM CFD cases, ngspice netlists, interactive React artifacts, and FreeCAD FEM setups — from verified engineering calculations.

Retrospective facilitation and organizational learning for project teams. Covers retrospective formats (Start/Stop/Continue, 4Ls, timeline, sailboat), blameless postmortems, lessons learned databases, knowledge management, organizational learning theory (Senge's Fifth Discipline, Argyris's double-loop learning), after-action reviews (military AAR heritage), GSD's session-to-session retrospective p