The library

inclusive-physical-education · Designing co-educational PE units that serve all learners regardless of gender, ability, or prior experience.

rust-engineer · Building systems software and libraries that require both safety and zero-cost performance.

consult-oracle · Retrieving domain context and historical precedents without full web search.

movement-fundamentals · Teaching K-5 motor skill fundamentals with evidence-based progression sequences.

salesforce-developer · Extending Salesforce with custom objects and automation to meet business requirements.

sport-education-pedagogy · Structuring multi-lesson sport units with clear objectives, progression, and inclusive assessment.

secure-code-guardian · Finding exploitable code patterns and guiding remediation in production applications.

date-timezone · Ensuring correct cross-timezone scheduling and temporal calculations without off-by-one errors.

strength-and-conditioning · Designing long-term resistance training progressions that peak athletes for competition.

security-reviewer · Building strategic security improvements across engineering teams and infrastructure.

classical-mechanics · Analyzing forces, trajectories, orbital mechanics, or any problem where objects move under deterministic forces

shopify-expert · Building Shopify themes, custom apps, Hydrogen storefronts, or checkout extensions with full stack expertise

meldung-grenzueberschreitend · Determining lead authority and multi-jurisdiction compliance for GDPR data breaches under Art. 56 DSGVO

electromagnetism · Circuit design, electromagnetic wave propagation, optical systems, or problems involving electricity and magnetism

experimental-methods · Measurement methodology, uncertainty analysis, experimental design, data validation, or Fermi estimation

spec-miner · Creating specifications for legacy systems, mapping dependencies, or documenting existing code without docs

better-all · Running multiple async operations with complex interdependencies using automatic DAG optimization

quantum-mechanics · Atomic-scale phenomena, quantum states, superposition, entanglement, tunneling, or subatomic physics

spring-boot-engineer · REST APIs, Spring Security 6, reactive WebFlux, Spring Data JPA, or microservices architecture

relativity-astrophysics · Special relativity, general relativity, black holes, cosmology, or high-velocity/gravity effects

sql-pro · Query optimization, indexing strategy, performance tuning, or advanced SQL patterns

simple-fetch · Reliable HTTP requests with automatic retries, error handling, or timeout management

thermodynamics · Heat engines, entropy, enthalpy, phase transitions, or thermodynamic efficiency calculations

bio-annotation · Gene annotation, sequence analysis, or biological data enrichment pipelines

collaborative-problem-solving · Group decision-making, brainstorming, resolving conflicts, or cross-functional ideation

swift-expert · Swift concurrency, SwiftUI, async/await, actor isolation, or Apple platform development

new-column · Schema evolution, adding new data fields, or incremental database schema changes

design-thinking-ps · Problem framing, user research, prototyping, iterative testing, or ill-structured problem solving

manim-skill · Iterating on complex animations by rendering frames and diagnosing visual issues before committing to final video production.

mathematical-problem-solving · Solving proof-based and computational math problems where Polya's phases and Schoenfeld's control prevent dead-end grinding.

test-master · Designing comprehensive test architectures across unit, integration, E2E, performance, and security when coverage gaps risk production failures.

metacognitive-monitoring · Preventing unproductive grinding by actively checking progress every 2-5 minutes and switching strategies when stalled.

the-fool · Stress-testing decisions via pre-mortems and red teams before committing when a single bad choice carries high cost.

env-handler · Securing API keys and secrets in .env.local while distributing safe templates in .env across the team.

problem-comprehension · Avoiding misinterpreted problems by systematically identifying knowns, unknowns, constraints, and problem type before solving.

typescript-pro · Building type-safe APIs where branded types and discriminated unions catch misuse at compile time rather than runtime.

strategy-selection · Matching well-understood problems to their natural solving strategy rather than brute-forcing with trial-and-error.

vue-expert-js · Building Vue 3 Composition API components in JavaScript with JSDoc types when TypeScript setup adds overhead.

team-onboarding · Accelerating new developer ramp-up through structured context transfer, pair programming, and guided codebase tours.

agile-methods · Running iterative sprints with clear ceremonies, retrospectives, and continuous feedback when coordination overhead matters.

vue-expert · Building Vue 3 Composition API components with strict type safety across composables, routing, and state management.

estimation-planning · Breaking large work into estimable pieces and adding contingency buffers when time accuracy drives scheduling.

quality-assurance · Designing QA workflows that balance automated gate checks with manual exploration when shipping must meet quality bars.

find-bug-root-cause · Isolating elusive bugs using binary search and hypothesis testing rather than random code inspection or blame.

retrospective-learning · Extracting actionable improvements from past work when structured reflection beats informal debrief discussions.

risk-management · Projects where risk blindsides kill delivery; proactive identification beats reactive firefighting.

quality-reviewing · Catching ecosystem mismatches before they reach production; complements automatic hook with external verification.

stakeholder-communication · Projects where stakeholder misalignment kills adoption; communication is connective tissue.

deliverable-tracking · Client work where explicit tracking + dynamic labels beat unstructured task lists.

behavioral-neuroscience · Understanding brain constraints on behavior, design decisions informed by neural limits, or psychopharmacology reasoning.