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Claude Skills by the-vibey-project
github.com/the-vibey-project809 skills1 installs1,082 views
- Med Evidence Trials Safety Screening And EthicsUse for the system layer and for judging medical evidence: evidence-based medicine and the hierarchy and its limits, trial methodology and its pathologies including surrogate endpoints, composite outcomes, publication bias and industry funding effects, drug development and regulation, patient safety and systems thinking about error, screening with lead-time bias and overdiagnosis, the difference between public health and clinical reasoning, and clinical ethics.Votes: 0GitHub stars: 2
- Med Pharmacokinetics Pharmacodynamics And InteractionsUse for how drugs actually behave in a body: pharmacokinetics with absorption, distribution, metabolism, excretion, half-life and clearance, pharmacodynamics with receptors, agonism, antagonism and efficacy, dose-response and the therapeutic window, drug interactions including the cytochrome P450 pathways, variability between people from genetics, age, organ function and pregnancy, and adverse effects and how they are classified and detected. Technical orientation, not medical advice.Votes: 0GitHub stars: 2
- Med Reading The Field Physiology And Clinical ReasoningUse for the foundations and the single most misunderstood piece of medicine: how to read claims in this field, homeostasis and physiological organization, drug targets, pathophysiology, clinical reasoning including heuristics and diagnostic error, and diagnostic testing with sensitivity, specificity, predictive values and the Bayesian logic that makes a positive result mean far less than people assume at low prevalence. A technical reference, not medical advice. Includes the router for the wh...Votes: 0GitHub stars: 2
- Med ReferenceUse when correcting a medical or pharmacological misconception, looking up a half-life, dose-response, likelihood-ratio, trial or epidemiological figure, finding the sources, or needing a quick-reference picker — plus the current state of incretin therapeutics and antimicrobial resistance. Companion to the other medicine and pharmacology skills.Votes: 0GitHub stars: 2
- Drugdev Pipeline Engineering Compute And Regulated SoftwareUse for the engineering and compliance layer: pipeline engineering and workflow orchestration for computational chemistry, compute including GPU and cluster economics, reproducibility with environment and data versioning, and the regulated context — GxP, computer system validation, the FDA credibility framework and what counts as software as a medical device.Votes: 0GitHub stars: 2
- Drugdev Pipeline Targets And Drug LikenessUse when orienting on a drug discovery project: the pipeline stage by stage with its attrition and where computation actually helps rather than where it is claimed to, targets and modalities from small molecules to biologics and their different constraints, and what makes a molecule a drug — potency, selectivity, exposure and the property filters worth taking seriously. Includes the router for the whole drug discovery software reference.Votes: 0GitHub stars: 2
- Drugdev Protein Structure Docking And Molecular DynamicsUse for structure-based work: protein structure and what a crystal structure does and does not tell you, structure prediction and how to read a confidence score, docking and the gap between pose prediction and affinity ranking, molecular dynamics with force fields and sampling limits, and free energy methods including FEP and where the accuracy actually is.Votes: 0GitHub stars: 2
- Drugdev Qsar Admet Generative Models And ValidationUse for the machine learning layer: QSAR and property prediction, ADMET prediction and its applicability domain, generative models for molecule design and what they actually produce, active learning and the design-make-test-analyse loop, the benchmarks and why leaderboard performance transfers so poorly, and validation that means something — prospective tests, baselines and the checks that catch a leaking model.Votes: 0GitHub stars: 2
- Drugdev ReferenceUse when correcting a drug discovery software misconception, looking up an attrition rate, dataset size, accuracy or timeline figure, finding the tools and resources, or needing a quick-reference picker — plus the current state of AI drug discovery clinical evidence and the FDA and EMA regulatory framework for AI. Companion to the other drug discovery software skills.Votes: 0GitHub stars: 2
- Drugdev Representation Cheminformatics Data Quality And LeakageUse when building the data layer: molecular representation including SMILES, InChI, fingerprints and graphs and where each loses information, the cheminformatics toolkits, the public and commercial data sources and the quality problems they carry, and splitting and leakage — scaffold splits, temporal splits and the analogue-series leakage that inflates almost every reported benchmark result.Votes: 0GitHub stars: 2
- Uarch Caches Coherence Consistency And Virtual MemoryUse when memory behaviour is the performance story: cache organization with associativity, line size and replacement, cache coherence and the MESI-family protocols, memory consistency models and what the hardware may reorder underneath your code, virtual memory, TLBs and page-table walks, and prefetching including what hardware prefetchers can and cannot detect.Votes: 0GitHub stars: 2
- Uarch Dram Memory Controllers Power And SecurityUse for the memory system and its side effects: DRAM internals with banks, rows, timings and refresh, memory controllers and scheduling, the emerging memory interfaces including CXL and high-bandwidth stacks, power and clocking with DVFS and thermal limits, and microarchitectural security — speculative execution attacks, side channels and Rowhammer-class problems.Votes: 0GitHub stars: 2
- Uarch Gpu Npu Dataflow And Numeric FormatsUse for accelerators: GPU microarchitecture including warps, occupancy and divergence, GPU memory systems with coalescing and the bandwidth hierarchy, NPUs and dataflow architectures such as systolic arrays and why they suit tensor workloads, and numeric formats from FP32 down to FP8 and the block-scaled formats with their accuracy and throughput trade-offs.Votes: 0GitHub stars: 2
- Uarch Isa Simulation Measurement Roofline And SpecializationUse when evaluating or reasoning about performance rather than building hardware: ISA design and what the choice actually determines, simulation and modelling, measuring microarchitectural behaviour honestly with performance counters and the traps in them, roofline analysis and the fundamental limits that bound any optimisation, and specialization and when a fixed-function unit wins.Votes: 0GitHub stars: 2
- Uarch Pipelining Out Of Order Branch Prediction And SimdUse for the core execution engine: the distinction between architecture and microarchitecture and why it governs what is portable, pipelining and hazards, out-of-order execution with register renaming, the reorder buffer and speculation, branch prediction and the cost of a misprediction, and execution units and SIMD. Includes the router for the whole microarchitecture reference.Votes: 0GitHub stars: 2
- Uarch ReferenceUse when correcting a microarchitecture misconception, looking up a latency, bandwidth, cache-size, timing or throughput figure, finding the books, or needing a quick-reference picker — plus the current state of low-precision numeric formats and next-generation memory standards. Companion to the other microarchitecture skills.Votes: 0GitHub stars: 2
- Mil Deterrence Nuclear Strategy Alliances And Grand StrategyUse for the strategic level: deterrence theory including credibility, capability and the commitment problem, nuclear strategy with second-strike, counterforce and countervalue and the stability-instability paradox, escalation and its ladders and thresholds, alliances and burden-sharing and the credibility of extended deterrence, and grand strategy as the alignment of ends, ways and means.Votes: 0GitHub stars: 2
- Mil Force Structure Logistics Doctrine Intelligence And ProcurementUse for the institutional layer that decides what a military can actually do: force structure and readiness, logistics and why sustainment rather than manoeuvre usually sets the limit, doctrine and how militaries learn and fail to learn, intelligence and the cycle with its analytical failure modes, command and control, and defence procurement including cost growth, requirements churn and the industrial base.Votes: 0GitHub stars: 2
- Mil Levels Of War Principles And Decision CyclesUse when strategic, operational and tactical claims are getting mixed up: the levels of war and why conflating them is the most common analytical error in commentary, the principles of war and the limits of principle-based reasoning, and manoeuvre versus attrition alongside decision cycles including the OODA loop and what it does and does not explain.Votes: 0GitHub stars: 2
- Mil Modern Conflict Irregular Warfare Resilience And The LawUse for contemporary conflict and its constraints: unmanned systems and what they have actually changed, cyber and space as operational domains, information operations and the evidence on their effects, irregular warfare and counterinsurgency and the historical record, total defence and societal resilience, civil-military relations and democratic control, and the law of armed conflict with distinction, proportionality and necessity kept alongside the material it governs.Votes: 0GitHub stars: 2
- Mil ReferenceUse when correcting a military-affairs misconception, looking up a concept, force ratio, spending or capability figure, finding the sources, or needing a quick-reference picker — plus the current state of what Ukraine has demonstrated and European rearmament. Companion to the other military science skills.Votes: 0GitHub stars: 2
- Mil Theory Clausewitz Sun Tzu And Sea And Air PowerUse for the theoretical canon and how to read it: what military science is as a field and what kind of knowledge it produces, Clausewitz including the trinity, friction, the culminating point and war as a continuation of policy, Sun Tzu and the other traditions with the translation and interpretation problems, and the sea power and air power theorists from Mahan and Corbett to Douhet and Warden. Includes the router for the whole military science reference.Votes: 0GitHub stars: 2
- Endeavour Ecopoiesis Oxygen Timelines And EthicsUse when reasoning about the biological phase of terraforming Mars, estimating how long any of it takes, arguing about whether it should be done at all, or comparing Mars with Venus as a target. Covers ecopoiesis and the extremophiles that would start it, the oxygen problem and why 5×10¹⁶ kg of O₂ cannot be manufactured, the missing nitrogen cycle, the four-phase timeline with both optimistic and conservative columns, paraterraforming as the tractable alternative, the ethics of deliberate con...Votes: 0GitHub stars: 2
- Endeavour Fusion Physics Confinement And EngineeringUse when reasoning about fusion energy — reading a Q or gain claim and working out which Q it means, comparing D-T against D-D, D-³He or p-¹¹B, computing or sanity-checking a Lawson triple product, choosing between magnetic and inertial confinement, or judging why a demonstrated net gain is still not a power plant. Covers the binding energy curve, the Coulomb barrier and the 10–15 keV requirement, the candidate-reaction table, tokamaks and stellarators, direct and indirect drive, tritium bree...Votes: 0GitHub stars: 2
- Endeavour Logistics Doctrine Modern Conflict And The LawUse when you need the institutional half of military science — how force structure trades readiness against modernization against size, why logistics and the industrial base decide protracted wars, what doctrine and lessons-learned systems are actually for, how intelligence fails analytically rather than collectively, and why defence procurement predictably overruns — plus modern conflict at survey level (what unmanned systems actually change and the counter-UAS cost-per-engagement problem, c...Votes: 0GitHub stars: 2
- Endeavour Mars Mission Design And SettlementUse when planning or sizing a crewed or cargo Mars mission or a surface base — picking a launch window against the 26-month cadence, choosing between the 258-day Hohmann with a 500-day stay and a faster opposition-class transit, sizing an entry system against the 1–1.5 tonne parachute ceiling, budgeting operations around 3–22 minutes of light time and the solar-conjunction blackout, sizing surface power, or asking what habitat, mobility, life-support closure and crew-psychology requirements a...Votes: 0GitHub stars: 2
- Endeavour Military Theory Levels Of War And DeterrenceUse when you need strategic theory rather than operational detail — applying Clausewitz's trinity, friction, centre of gravity or culminating point, checking whether an argument confuses the strategic, operational and tactical levels, weighing Mahan against Corbett or air power claims against the post-1945 bombing surveys, or reasoning about deterrence by punishment versus denial, credibility and extended deterrence, escalation thresholds and off-ramps, alliance abandonment and entrapment, an...Votes: 0GitHub stars: 2
- Endeavour Mission Architecture And Spacecraft SubsystemsUse when sizing or trading a spacecraft mission — picking flyby versus orbiter versus lander, solar versus radioisotope power, chemical versus electric propulsion, direct versus gravity assist, relay versus direct-to-Earth — or when you need the numbers behind a bus subsystem: solar flux at Mars or Jupiter, RTG output and efficiency, radiator area at a given temperature, a deep space link budget and light-time, reaction wheel saturation, Isp by thruster type, the Mars EDL sequence and its lan...Votes: 0GitHub stars: 2
- Endeavour Orbits Ascent Structures And ReentryUse when budgeting Δv for a transfer or an ascent, sizing a Hohmann burn or a plane change, choosing an orbit that exploits J₂, explaining why launch-site latitude is a hard mission constraint, reasoning about max-Q, q·α, buckling knockdown factors, pressure-stabilized tanks or POGO, scheduling notch filters and powered-descent guidance, or sizing a heat shield against Sutton-Graves and an entry corridor. Part 4 of 12 of the Military Science, Rockets, Space, Fusion, and Mars reference.Votes: 0GitHub stars: 2
- Endeavour ReferenceUse when you hit an unfamiliar term of art from anywhere in this reference — Auftragstaktik, the culminating point, characteristic velocity, density impulse, vis-viva, the Oberth effect, the Lawson criterion, FDIR, SANS, the Armstrong limit, ecopoiesis, paraterraforming — and need the definition plus the section that explains it, or when you want the books, standards and reports that actually teach military science, rocketry, spaceflight, fusion, flight software and Mars. Covers the complete ...Votes: 0GitHub stars: 2
- Endeavour Rocket Equation Nozzles Engines And PropellantsUse when sizing a launch vehicle or a liquid rocket engine — turning a Δv budget into a mass ratio, splitting Δv across stages, reading a hot-fire as c* versus C_F, choosing an expansion ratio without inviting flow separation, setting L* or picking an injector family, comparing engine cycles and their chamber-pressure ceilings, budgeting cooling against throat heat flux, or choosing a propellant combination on density impulse rather than Isp alone. Part 3 of 12 of the Military Science, Rocket...Votes: 0GitHub stars: 2
- Endeavour Satellites Flight Software And InstrumentsUse when designing or reviewing a satellite or space probe — picking an orbit regime and understanding the constraint that defines it, writing flight software whose hardware flips its own bits, building FDIR and a safe mode that survives a month, designing commands and telemetry to CCSDS, planning an in-flight software update, choosing science instruments against mass, power and data-volume budgets, or meeting planetary protection requirements. Part 7 of 12 of the Military Science, Rockets, S...Votes: 0GitHub stars: 2
- Endeavour Terraforming Warming And The Magnetic Field ProblemUse when you need to know what terraforming Mars would actually require — which habitability threshold a proposal is aiming at, how much gas has to be added and where it could come from, which warming method is physically plausible and on what timescale, or whether the missing magnetic field is a blocker. Covers the Armstrong limit, plant survival and human breathability, the mass problem, polar and regolith CO₂, manufactured super-greenhouse gases, volatile import, orbital mirrors and albedo...Votes: 0GitHub stars: 2
- Endeavour The Martian Environment And In Situ ResourcesUse when you need Mars as a set of engineering parameters — surface pressure and composition, why liquid water cannot exist stably at the surface, atmospheric density and scale height for EDL and rotorcraft, gravity and the ascent delta-v advantage, the sol and the eccentric orbit, temperature swings, the missing magnetic field, dust storms, surface radiation dose, and regolith chemistry including perchlorates — or when sizing in-situ resource utilisation from water ice, the CO₂ atmosphere an...Votes: 0GitHub stars: 2
- Mobile Azure DeploymentUse when hosting, deploying, distributing, or running CI/CD for enterprise mobile apps on Azure. Triggers on Intune / MDM vs MAM / App Protection Policies / MAM-WE / Conditional Access, Intune App SDK, Apple Business Manager / Android Enterprise, line-of-business app distribution; Azure API Management as mobile gateway, AKS / Azure Container Apps / Dapr / Easy Auth, Azure Static Web Apps, Cosmos DB change feed & conflict resolution, Azure SignalR / CDN / Functions / Private Endpoints; and pos...Votes: 0GitHub stars: 2
- Mobile Native PlatformsUse when building or reviewing native iOS (Swift/SwiftUI) or native Android (Kotlin/Jetpack Compose) apps, or deciding native vs React Native. Triggers on Swift 6 concurrency / Sendable / actors, SwiftUI, The Composable Architecture (TCA), MVVM/MV, Swift Package Manager, Xcode Cloud; and on Kotlin Coroutines/Flow, Jetpack Compose, UDF/MVI, state hoisting, side-effect APIs (LaunchedEffect/DisposableEffect/derivedStateOf/produceState/snapshotFlow), Hilt DI, Room/DataStore/WorkManager, KSP, and ...Votes: 0GitHub stars: 2
- Mobile React NativeUse when building, migrating, or reviewing a React Native (or Expo) mobile app — especially enterprise apps on Azure. Triggers on React Native, Expo, EAS, New Architecture, Fabric, TurboModules, JSI, Codegen, Hermes, Metro, FlashList, Reanimated, React Navigation / Expo Router, TanStack/React Query, Zustand, Redux Toolkit, Jotai, Detox vs Maestro E2E testing, CodePush / EAS Update OTA, react-native-msal / Entra ID auth, and Sentry/App Insights crash & observability. Also triggers on App Cente...Votes: 0GitHub stars: 2
- Mobile SecurityUse for mobile app security, threat compliance, secure auth, and MFA on iOS/Android/React Native. Triggers on OWASP MASVS v2.1.0 / MASTG / MAS Testing Profiles, OWASP Mobile Top 10 2024 (M1 Improper Credential Usage), hardware-backed key storage (iOS Keychain / Secure Enclave, Android Keystore / StrongBox / key attestation), biometric-bound keys, certificate/public-key (SPKI) pinning, TLS 1.3, OAuth 2.0 Authorization Code + PKCE (RFC 7636/8252), JWT refresh-token rotation, root/jailbreak dete...Votes: 0GitHub stars: 2
- Mobile Ux And PatternsUse for mobile UI/UX standards, accessibility compliance, mobile architecture/design patterns, and offline-first data persistence. Triggers on Apple HIG, Material Design 3 / M3 Expressive, touch-target sizing, dark mode, design tokens, WCAG 2.2 AA and the EU Accessibility Act (EAA/BFSG), Clean Architecture / MVVM / MVI, Repository pattern, offline-first sync & conflict resolution (LWW/CRDT), feature flags / remote config, push architecture (APNs/FCM/Azure Notification Hubs), and persistence l...Votes: 0GitHub stars: 2
- Money BitcoinUse when working with Bitcoin — the UTXO model, policy versus consensus rules, fee estimation and RBF, wallet and key management, multisig and PSBT and miniscript, the Lightning Network, 2026 mining economics, Bitcoin Core and BDK development, or the governance lesson of the v30 OP_RETURN fight. Companion to the other money-on-the-internet skills.Votes: 0GitHub stars: 2
- Money Choosing A Rail And Shared PatternsUse when choosing between Bitcoin, Ethereum, Monero, PayPal and Stripe for a concrete job, when you need the decision heuristics and the merchant-of-record question, the four engineering patterns that transfer across every rail, a sequenced study roadmap, or the canonical documentation shelf. Companion to the other money-on-the-internet skills.Votes: 0GitHub stars: 2
- Money EthereumUse when working with Ethereum — the account and world-state model, the EVM, proof of stake and the two-process node, the upgrade timeline, gas and transaction types, Solidity and Foundry, contract security and the access-control losses that dominate 2026 incident data, DeFi primitives, L2s and MEV. Companion to the other money-on-the-internet skills.Votes: 0GitHub stars: 2
- Money MoneroUse when working with Monero — ring signatures, stealth addresses and RingCT, view keys, the FCMP++ upgrade and its real status, the 2025 Qubic hashrate episode, exchange delistings and how access actually works in 2026, and daemon/wallet RPC development. Companion to the other money-on-the-internet skills.Votes: 0GitHub stars: 2
- Money PaypalUse when integrating or evaluating PayPal — the consumer network, Braintree and Venmo acceptance, the US merchant fee schedule effective 1 September 2026, PYUSD and the 2026 crypto strategy, the Orders/Payouts/Subscriptions APIs and webhook handling, and when to choose PayPal, Stripe, or both. Companion to the other money-on-the-internet skills.Votes: 0GitHub stars: 2
- Money Start Here And The Five SystemsUse when choosing which money rail to study or build on, when you need the five systems (Bitcoin, Ethereum, Monero, PayPal, Stripe) positioned against each other on finality, censorship, programmability, privacy and cost, or when you need to know how durable a claim in this reference is. Start here. Companion to the other money-on-the-internet skills.Votes: 0GitHub stars: 2
- Money StripeUse when integrating or evaluating Stripe — the PaymentIntent lifecycle, idempotency and webhooks, integration patterns from Payment Links to full custom, PCI scope, Connect and Billing and Radar and Terminal, US pricing as of September 2026, Managed Payments as merchant-of-record, and the Bridge/Privy/Tempo stablecoin stack. Companion to the other money-on-the-internet skills.Votes: 0GitHub stars: 2
- Music Analysis Jazz Popular Non Western And MeaningUse when the music is outside the common-practice core or the question is interpretive: the analytical methods including Schenkerian and set-theoretic approaches and what each reveals, melody and its construction, jazz harmony with extensions, substitutions and voicings, popular music harmony and its different logic, non-Western systems and the limits of applying Western theory to them, twentieth-century and later practice, and music and meaning.Votes: 0GitHub stars: 2
- Music Claims Harmonic Series Psychoacoustics And TuningUse when asking why music theory says what it says: the three layers — acoustic fact, perceptual finding and stylistic convention — and why conflating them makes theory sound arbitrary, the harmonic series and what it does and does not explain, psychoacoustics including consonance, critical bands and pitch perception, and tuning and temperament from just intonation through equal temperament and what each compromise costs. Includes the router for the whole music-theory-fundamentals reference.Votes: 0GitHub stars: 2
- Music Functional Harmony Counterpoint And FormUse when analyzing or writing tonal music: functional harmony and what tonic, dominant and predominant function actually mean, cadence and phrase structure, modulation and chromaticism including secondary dominants and modal mixture, counterpoint and voice leading and the reasoning behind the rules, and musical form from binary and ternary through sonata and its later variants.Votes: 0GitHub stars: 2
- Music Pitch Scales Rhythm Timbre And ChordsUse when working with the basic materials: pitch, intervals and notation and the conventions notation actually encodes, scales and modes and how modal character arises, rhythm and meter including grouping, syncopation and metric ambiguity, timbre and the spectral basis of instrumental colour, and chords and their construction, inversion and voicing.Votes: 0GitHub stars: 2