The library

webinar-marketing · Building webinar funnels that fill with right people, keep them watching, and convert to pipeline.

macroeconomics · Use when implementing macroeconomics is more cost/time-effective than generic alternative.

microeconomics · Use when implementing microeconomics is more cost/time-effective than generic alternative.

public-policy · Use when implementing public-policy is more cost/time-effective than generic alternative.

circuit-analysis-dc-ac · Use when implementing circuit-analysis-dc-ac is more cost/time-effective than generic alternative.

digital-logic-design · Use when implementing digital-logic-design is more cost/time-effective than generic alternative.

semiconductor-device-physics · Predicting transistor behavior across temperature and supply variations for analog design

design-process · Defining complex engineering problems with multiple competing objectives before design

engineering-ethics · Supporting engineers in dissenting against unsafe designs when management disagrees

codexgo · Fast analytics on columnar Parquet data without loading entire files into memory

technical-communication · Creating engineering procedures and design documentation for long-term reference and training

biogeochemical-cycles · Predicting nutrient availability changes or carbon sequestration potential under climate scenarios

climate-science · Projecting climate impacts for a specific region to support adaptation planning

ecosystem-dynamics · Assessing extinction risk or recovery potential under climate or habitat change

environmental-justice · Supporting frontline communities in demanding equitable pollution control and remediation

human-impact-assessment · Forecasting extinction risk or habitat loss from proposed development when receptor sensitivity is quantifiable.

sustainability-design · Evaluating trade-offs between energy source, land use, and social outcomes when strong sustainability constraints (climate, pollinators) are binding.

environmental-geography · Identifying which environmental changes (climate vs. land use vs. water stress) dominate risk in a specific region for a specific stakeholder.

fieldwork-methods · Ground-truthing remote sensing, collecting data on unmeasured phenomena (social practice, soil chemistry), or understanding local context that maps cannot capture.

geopolitics · Understanding why territorial disputes persist or how borders structure economic/security interests when geographic location is strategically binding.

human-geography · Explaining why cities cluster where they do, why migration follows particular routes, or why cultural traits concentrate in certain regions.

stop-slop · Cleaning published or client-facing prose when writer defaults to AI-like patterns (em-dashes, vague declaratives, binary contrasts, narrator voice).

physical-geography · Forecasting how landscapes respond to tectonic uplift or climate change when physical processes (erosion, isostasy, ocean circulation) dominate.

session-observatory-live · Debugging production or long-running sessions when reproducing locally is infeasible.

unocss · Reducing CSS bundle size when utility-first design adopted and no dynamic styling needed.

gsd-onboard · Reducing time-to-first-contribution and catching setup failures before developer time is wasted.

gsd-preflight · Preventing mergeable but broken code from reaching CI/production.

gsd-trace · Recovering decision history and requirement evolution when project docs are scattered.

gsd-workflow · Disambiguating natural-language project requests and routing to the right GSD command.

garbage-collection · Identifying highest-leverage tech-debt cleanups with mechanical scoring rather than ad-hoc judgment.

causation-consequence · Separating immediate triggers from underlying structural causes in historical analysis.

continuity-change · Assessing whether a historical moment represents genuine transformation or surface disruption.

historical-perspectives · Reconstructing how historical actors understood their own world without imposing modern bias.

historiography · Evaluating why different historians reach different conclusions about the same events.

oral-history · Constructing evidence-based historical arguments with explicit thesis, evidence, and counterargument.

source-analysis · Interrogating a document's authorship, purpose, and reliability before deploying it as evidence.

johnny-decimal-source-evolution · Interrogating a document's authorship, purpose, and reliability before deploying it as evidence.

food-technique-fundamentals · Substituting and improvising techniques rather than following recipes rigidly.

household-economics-and-budgeting · Automating or structuring a commonly needed workflow.

BLL.skill · Automating or structuring a commonly needed workflow.

household-systems-design · Automating or structuring a commonly needed workflow.

update-docs · Automating or structuring a commonly needed workflow.

nutrition-and-meal-planning · Automating or structuring a commonly needed workflow.

sustainable-household-pedagogy · Automating or structuring a commonly needed workflow.

time-and-motion-in-the-home · Automating or structuring a commonly needed workflow.

grammar-syntax · Comparing grammar systems across languages, diagnosing learner errors rooted in L1 transfer, teaching grammatical concepts via typological contrast

language-learning-strategies · Designing self-directed language programs from scratch or rescuing stuck learners by repositioning strategy selection based on their actual phase

phonetics-phonology · Teaching pronunciation at the system level, debugging intelligibility problems rooted in phonetic misconfiguration, or designing ear training that targets language-specific phoneme contrasts

pragmatics-communication · Building conversational fluency beyond grammar by teaching learners to decode hidden meanings, adjust formality, and navigate face-saving in their target culture

translation-interpretation · High-stakes translation (legal, literary, technical) where equivalence theory discipline prevents the 'invisible translator' problem of over-domestication