The library

skill · Cross-dataset gene alignment in single-cell RNA-seq when feature naming standards differ.

organic-chemistry · Designing organic syntheses and understanding reaction mechanisms without wet-lab work.

reactions-stoichiometry · Solving quantitative chemistry problems and thermochemistry without calculation errors.

skill · Injecting auditable, curated expertise into agentic systems with full source traceability.

cloud-identity-and-auth · Building cloud platforms with federated identity, zero over-privilege, and auditability.

distributed-consensus · Replicating state machines, electing leaders, and ensuring split-brain safety without blockchain.

distributed-storage · Apply distributed-storage when appropriate to your use case.

network-fundamentals-cloud · Building reliable cloud network topologies resistant to partitions and outages.

haskell-agent · Building provably-safe agents in Haskell when imperative patterns are error-prone.

reliability-engineering-cloud · Building infrastructure that humans can reliably operate and improve with data.

service-architecture · Building scalable systems where services fail independently without cascade.

algorithms-data-structures · Solving programming interview problems and building efficient systems without trial-and-error.

computational-thinking · Tackling novel algorithmic problems when no pre-built library fits.

debugging-testing · Finding production bugs and preventing them via systematic testing rather than trial-and-error

programming-fundamentals · Teaching programming from first principles when you need mental models, not just syntax

skill · Answering Islamic knowledge questions with grounded sources rather than LLM hallucination

software-design · Making architectural decisions that reduce coupling, improve testability, and make wrong things hard

systems-programming · Understanding and optimizing code that cannot ignore hardware constraints (kernels, embedded, HFT, databases)

active-listening · Improving understanding in any conversation where communication failures are costly (mediation, therapy, leadership, conflict)

conflict-resolution · Resolving workplace, team, or interpersonal conflict when you need the relationship to survive

interpersonal-communication · Improving one-on-one relationships through deeper listening and strategic sharing

media-literacy · Understanding how medium and message interact to shape perception, especially in evaluating news and propaganda

persuasion-rhetoric · Constructing persuasive arguments and detecting fallacies in rhetoric

public-speaking · Delivering high-stakes presentations with confidence, clarity, and command of the room

argument-evaluation · Assessing claims in research, policy, and debate by checking both form and substance

cognitive-biases · Making better decisions in uncertain conditions by accounting for how brains systematically misthink

creative-thinking · Generating solutions when standard approaches have been exhausted or constraints have changed

decision-making · Making high-stakes decisions with clear reasoning that can be audited or revisited

evidence-assessment · Assessing research claims and evaluating expert disagreement when stakes are high

logical-reasoning · When the question is not whether a premise is true but whether the reasoning from premises to conclusion is logically valid.

data-visualization · When creating charts, designing dashboards, critiquing visualizations, or choosing how to display data.

skill · When this is the appropriate approach for the task.

data-wrangling · When preparing, cleaning, or transforming data for analysis.

machine-learning-foundations · When building predictive models, selecting algorithms, or understanding the machine learning pipeline.

skill · When this is the appropriate approach for the task.

beautiful-commits · When committing changes or writing commit messages.

code-review · When reviewing prs or checking code quality.

decision-framework · When evaluating options, root causes, or prioritizing.

test-generator · When writing tests or creating test suites.

typescript-patterns · When writing typescript, fixing type errors, or working with generics.

scan-skills · When this is the appropriate approach for the task.

algorithmic-awareness · When a learner needs to think critically about why particular content reached them.

computational-literacy · When a learner needs to build a mental model of computing rather than memorize menu paths.

skill · Building premium, role-gated ITSM systems for universities without admin panel bloat.

data-privacy · Helping learners make informed decisions about what personal data to share and with whom.

digital-citizenship · Teaching learners to participate responsibly by understanding digital footprint persistence and community power dynamics.

information-evaluation · Quickly assessing whether online information deserves belief before sharing or relying on it.

behavioral-economics · Explaining why people make systematic economic errors and where policy nudges are most effective.

development-economics · Explaining why countries stay poor and what policies unlock structural transformation.

international-trade · Explaining why countries specialize and who wins/loses from trade and tariff policy.