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Claude Skills by the-vibey-project
github.com/the-vibey-project809 skills1 installs1,082 views
- Sysadmin ReferenceUse when checking a sysadmin anti-pattern, looking up a kernel or system limit, confirming a distribution lifecycle or kernel LTS date (verified August 2026), finding the books, or needing the fifteen commands that carry most of the load, a first-five-minutes routine for an unfamiliar sick box, and a pre-change checklist. Companion to the other linux-server-admin skills.Votes: 0GitHub stars: 2
- Sysadmin Systemd Storage And NetworkingUse when configuring the core services of a machine: the systemd unit model, the dependency-versus-ordering distinction people get wrong, the hardening and resource directives, journald and timers over cron; the storage stack including LVM, filesystem choice and I/O tuning; and networking with the modern commands, a diagnosis order that works, firewalling and the tuning that actually matters.Votes: 0GitHub stars: 2
- Rail Adhesion Resistance Traction Physics And GeometryUse when a rail question comes down to physics: adhesion and rolling resistance and why steel on steel changes everything, traction and braking force limits and stopping distance, the wheel-rail interface including conicity, hunting, creep and contact stress, and gradients, curves, cant and cant deficiency. Includes the router for the whole rail engineering reference.Votes: 0GitHub stars: 2
- Rail ReferenceUse when correcting a rail misconception, looking up an adhesion, gradient, axle-load, headway or energy figure, finding the books and standards, or needing a quick-reference picker — plus the current state of European signalling deployment and rail decarbonisation. Companion to the other rail engineering skills.Votes: 0GitHub stars: 2
- Rail Rolling Stock Braking Capacity And Service TypesUse for vehicles, operations and service types: rolling stock and bogie design, braking from air brakes to blended and eddy-current systems, capacity and headway and why the timetable is the binding constraint, freight operations and axle loads, maintenance regimes and condition monitoring, high-speed rail, metro and urban rail, and an honest assessment of maglev and hyperloop.Votes: 0GitHub stars: 2
- Rail Signalling Interlocking Train Protection And SafetyUse for signalling and safety questions: fixed and moving block signalling and how headway follows from it, interlocking and how routes are set, locked and proved, the train protection systems — ATP, the ETCS levels, PTC and CBTC — and how they differ, and rail safety and failure modes including signals passed at danger, derailment causes and the fail-safe principle.Votes: 0GitHub stars: 2
- Rail Steam Diesel Electric And Alternative TractionUse when comparing or diagnosing traction systems: steam briefly for the mechanism, diesel-electric and diesel-hydraulic transmission, electric traction with the DC and AC systems and the motor types, power electronics, inverter drives and regenerative braking, and the alternative traction options — battery, hydrogen and bi-mode — and what each actually costs.Votes: 0GitHub stars: 2
- Rail Track Structure Welded Rail Switches And ElectrificationUse for the infrastructure under and over the train: track structure with rail, sleepers, ballast and slab track, continuous welded rail with stress-free temperature, buckling and rail breaks, switches and crossings and why they dominate maintenance and delay, and electrification infrastructure including overhead line equipment and third rail with their clearance and current limits.Votes: 0GitHub stars: 2
- Logistics Constraint Programming Metaheuristics And BoundsUse when exact methods are not the right tool or you need to judge a solution: constraint programming and where it beats MIP, metaheuristics including simulated annealing, tabu search and genetic algorithms, local search and large neighbourhood search as the workhorses of practical routing, and bounds and solution quality — how to know how good an answer is rather than assuming.Votes: 0GitHub stars: 2
- Logistics Inventory Forecasting Operations And SolversUse when the surrounding system matters as much as the algorithm: inventory policy and safety stock, forecasting and its error measures, the vendor and product landscape, warehouse operations including slotting and picking, last-mile delivery, the data layer that decides most project outcomes, dynamic and stochastic problems including re-optimization, and the solver and tooling options.Votes: 0GitHub stars: 2
- Logistics ReferenceUse when checking what is live (the solver landscape, and quantum and AI optimization claims, verified August 2026), checking an optimization anti-pattern, correcting a misconception, looking up a problem size or runtime expectation, finding the canon, or needing a picker. Companion to the other logistics-software-optimization skills.Votes: 0GitHub stars: 2
- Logistics Routing Packing Scheduling And Network DesignUse when solving the classic combinatorial problems: shortest path and network flow, the travelling salesman problem, vehicle routing as the core problem of the field with its time windows, capacities and real-world side constraints, packing and loading, assignment and matching, scheduling, and facility location and network design.Votes: 0GitHub stars: 2
- Logistics Why Projects Fail Complexity And ModelingUse at the start of an optimization project: why these projects fail for organizational and data reasons more often than algorithmic ones, complexity assessed honestly rather than as a verdict, linear programming and duality, mixed-integer programming and branch-and-bound, and how to model well — formulation strength, symmetry breaking, and the modelling choices that decide whether a solver finds anything. Includes the router for the whole logistics-software-optimization reference.Votes: 0GitHub stars: 2
- Lowcode Adoption Governance And SecurityUse when deciding whether to adopt a low-code platform or governing one already in use: when to use low-code and when to write code instead, governance and shadow IT and citizen-developer programs, licensing and cost traps including per-user and per-run pricing, and the security evidence — connector permissions, secrets handling, and the tenant boundary.Votes: 0GitHub stars: 2
- Lowcode Integration Data And App BuildersUse when evaluating a platform in a specific tier: integration and iPaaS (MuleSoft, Boomi, Workato), data pipelines and ETL (Alteryx, Matillion, dbt) and the pattern worth internalizing, app builders (Power Apps, Retool, Airtable, Bubble) and what they are and are not good for, and RPA and why it is usually a symptom rather than a solution.Votes: 0GitHub stars: 2
- Lowcode Landscape Automation And Ai GenerationUse when getting oriented in the low-code/no-code landscape or evaluating the AI app-generation wave: the taxonomy across the whole spectrum, block-based education tools (Scratch, LEGO, micro:bit) and the LEGO situation, workflow automation (n8n, Zapier, Make, Power Automate) and the n8n 'open source' licensing question, and AI app generation — what happened, what it does to classic low-code, and the sobering evidence. Includes the router for the whole low-code-no-code reference.Votes: 0GitHub stars: 2
- Lowcode Lock In And Engineering PracticeUse when assessing lock-in or bringing engineering discipline to a low-code build: escape hatches, export formats and what a migration off the platform actually costs, and engineering practice inside low-code — source control, environments and promotion, testing, review, and observability for things that are not code.Votes: 0GitHub stars: 2
- Lowcode ReferenceUse when checking a low-code anti-pattern, weighing a contested question, confirming whether a platform, pricing or licensing claim is still current (snapshot verified August 2026 — the fastest-moving category in this collection), finding platform documentation and independent commentary, or needing the tier picker and the before-you-adopt checklist. Companion to the other low-code-no-code skills.Votes: 0GitHub stars: 2
- Ml Deep Learning And TrainingUse when building or training neural networks. Covers the machinery (autodiff, initialization, normalization, regularization), optimization and schedules, the things that make training work, the updated bias-variance picture, transformers and the rest (CNNs, diffusion, SSMs), PyTorch and torch.compile, JAX and the rest of the stack, training at scale (the parallelism taxonomy — DDP, FSDP, tensor and pipeline parallelism), mixed precision and memory, and fine-tuning and adaptation (full fine-t...Votes: 0GitHub stars: 2
- Ml Evaluation Serving Mlops And SafetyUse when evaluating, debugging, deploying, or governing models. Covers metrics and doing evaluation honestly, evaluating generative models, debugging training runs (NaNs, divergence, overfitting, data bugs), inference and serving (vLLM, SGLang, batching, the KV cache, quantization, what actually determines inference cost and its economics), MLOps and reproducibility (the pipeline, monitoring, drift), hardware and cost, and interpretability, fairness, security, and safety.Votes: 0GitHub stars: 2
- Ml Framing Data And ClassicalUse when starting or scoping an ML project: when not to use ML, framing the problem properly (target, metric, baseline, cost of errors), data splitting and the leakage that follows from getting it wrong, the data problems you'll actually hit (labels, drift, imbalance, duplicates), and the classical toolkit — gradient boosting as the tabular default (XGBoost, LightGBM, CatBoost), linear models, clustering, and the rest of scikit-learn. Includes the router for the whole machine-learning reference.Votes: 0GitHub stars: 2
- Ml ReferenceUse when reviewing ML work for known anti-patterns (leakage, test-set tuning, benchmark gaming), weighing contested questions (deep learning vs GBDTs on tabular data, scaling laws vs diminishing returns, PyTorch vs JAX, whether benchmark progress is real, bigger models vs better data, how much MLOps tooling, open-weight vs API models), checking whether a framework, model, or hardware claim is still current (snapshot verified August 2026), finding the books, papers, courses, and people worth r...Votes: 0GitHub stars: 2
- Making Fibres Yarn Weaving Knitting And DyeingUse when the material is the question: fibre properties and how natural, regenerated and synthetic fibres behave, yarn and spinning, weave structures and what each does, knit structures and why knits stretch, nonwovens and felt, dyeing and finishing including dye classes and colourfastness, and the fabric properties — drape, hand, weight, shrinkage — that decide what can be made from it. Includes the router for the whole making and care reference.Votes: 0GitHub stars: 2
- Making Garment Drafting Seams And ConstructionUse when making or altering a garment: grain and bias and why cutting off-grain ruins a garment, pattern drafting, ease and sizing, cutting and layout, seam and stitch types with their allowances and finishes, construction order and why it is not arbitrary, fitting and the common adjustments, sewing machines, needles and thread selection, and the hand stitches still worth knowing.Votes: 0GitHub stars: 2
- Making Laundering Stain Removal Care And MendingUse for care, cleaning and repair: how laundering actually works through the interaction of chemistry, temperature, mechanical action and time, surfactants, enzymes and water hardness, fibre-specific care and what genuinely needs dry cleaning, stain removal by stain class together with the chemical safety limits that go with it, drying, ironing and storage, and mending, moths and pest control.Votes: 0GitHub stars: 2
- Making ReferenceUse when correcting a textile, woodworking or laundry misconception, looking up a fibre property, wash temperature, shrinkage, moisture content or seam allowance figure, finding the books, or needing a quick-reference picker — plus the current state of microfibre shedding regulation and PFAS restrictions. Companion to the other making and care skills.Votes: 0GitHub stars: 2
- Making Woodworking Joinery Finishing And UpholsteryUse when building or repairing furniture: wood movement with moisture content and seasonal dimensional change and why ignoring it splits panels, joinery and which joints resist which forces, adhesives and fasteners, wood finishing from oils to film finishes with surface preparation, upholstery with foam, webbing and springs, and seating geometry and frame construction.Votes: 0GitHub stars: 2
- Mfg Dfm Metrology Plm Npi And What TransfersUse for the engineering-organisation layer and the software analogy: design for manufacture and assembly, metrology and quality, scale economics and why unit cost depends on volume, CAD, CAE and simulation, PLM as version control for atoms and how it differs from Git, the physical supply chain, new product introduction from prototype to mass production, and an honest account of what transfers to software and what does not.Votes: 0GitHub stars: 2
- Mfg Machine Elements Mechanisms And TolerancesUse when specifying parts and how they fit together: machine elements including bearings, fasteners, springs, gears and shafts, mechanisms and kinematics with degrees of freedom and linkages, and tolerances and geometric dimensioning and tolerancing — what a tolerance actually costs and why over-tolerancing is the expensive default.Votes: 0GitHub stars: 2
- Mfg Mechanics Stress Fatigue And MaterialsUse for the mechanics underneath a physical design: what mechanical engineers actually do, stress, strain and deflection, failure theories and safety factors, fatigue and why most real failures are fatigue failures rather than overload, and materials selection with the property trade-offs that drive it. Includes the router for the whole manufacturing and mechanical engineering reference.Votes: 0GitHub stars: 2
- Mfg Process Families Machining Additive And MouldingUse when choosing how to make something: the process families and what each is good at, casting and forming, machining including the subtractive constraints that shape design, joining, additive manufacturing and where it genuinely wins, injection moulding with tooling cost and cycle time, sheet metal, and surface treatment.Votes: 0GitHub stars: 2
- Mfg ReferenceUse when correcting a manufacturing or mechanical engineering misconception, looking up a strength, tolerance, cycle-time or cost figure, finding the books, or needing a quick-reference picker — plus the current state of additive manufacturing after its correction and industrial robotics adoption. Companion to the other manufacturing and mechanical engineering skills.Votes: 0GitHub stars: 2
- Ship Class Flag Imo Safety Operations And LossesUse for the regulatory and operational layer: class societies, flag states and the IMO and who actually enforces what, safety regulation including SOLAS, MARPOL and the survey regime, small craft and boatbuilding, operation, drydock and end-of-life including recycling, and a direct account of why ships are lost — the loss mechanisms and the failures behind them.Votes: 0GitHub stars: 2
- Ship Design Spiral Hydrostatics Stability And Hull FormUse at the start of any ship question: the design spiral and why ship design iterates rather than proceeds, buoyancy and hydrostatics, stability including metacentric height, righting arm curves, free surface effect and the damaged-stability requirement, and hull form and the parameters that drive everything downstream. Includes the router for the whole maritime engineering reference.Votes: 0GitHub stars: 2
- Ship ReferenceUse when correcting a maritime misconception, looking up a stability, resistance, power, deadweight or fuel-consumption figure, finding the books and sources, or needing a quick-reference picker — plus the current state of IMO carbon regulation and the alternative fuel orderbook. Companion to the other maritime engineering skills.Votes: 0GitHub stars: 2
- Ship Resistance Propulsion Seakeeping And ManoeuvringUse for hydrodynamics and performance: resistance and powering with the frictional, wave-making and appendage components and how power scales with speed, propulsion including propeller design, cavitation and the alternatives, seakeeping and motion response in a seaway, and manoeuvring with rudders, turning circles and course stability.Votes: 0GitHub stars: 2
- Ship Shipyard Build Welding Launch And Naval VesselsUse for construction: the shipyard and how it is organised, planning and the block-build sequence, welding and fabrication including distortion control and inspection, launch, outfitting and sea trials, and naval and specialist vessels with the requirements that make them different.Votes: 0GitHub stars: 2
- Ship Structure Materials Machinery Systems And TypesUse for the ship as a built object: structure and longitudinal strength with hogging, sagging and the midship section, materials and corrosion including cathodic protection and coatings, main and auxiliary machinery, ship systems from ballast and bilge to cargo handling, and the ship types and what actually drives each one's design.Votes: 0GitHub stars: 2
- Sci Floating Point And Numerical FoundationsUse when a numerical result is wrong, surprising, or not reproducible: IEEE 754 floating point and what you are actually computing with, catastrophic cancellation, NaN and signed zero, comparison and summation practices, conditioning and numerical stability and the difference between them, and the BLAS/LAPACK substrate that everything else stands on. Includes the router for the whole math-science-programming reference.Votes: 0GitHub stars: 2
- Sci Linear Algebra Differential Equations And OptimizationUse when solving the actual mathematical problem: linear systems, factorizations, least squares, eigenvalues and sparse solvers; ODEs including stiffness, solver choice and adaptive stepping; PDEs by finite difference, finite element and finite volume, and scientific machine learning; optimization (convex, gradient-based, derivative-free, constrained); and interpolation, quadrature and transforms.Votes: 0GitHub stars: 2
- Sci ReferenceUse when checking a numerical anti-pattern, weighing a contested question, confirming whether a tooling or ecosystem claim is still current (snapshot verified August 2026), finding the books, documentation and people, or needing the numbers to hold, the what-to-check list for when the numbers are wrong, and a method picker. Companion to the other math-science-programming skills.Votes: 0GitHub stars: 2
- Sci Statistics Performance And ReproducibilityUse when quantifying uncertainty, making numerical code fast, or making it trustworthy: statistics and uncertainty quantification, performance and parallelism (vectorization, threading, MPI, GPU computing), data, I/O and units, testing and verification (the method of manufactured solutions, convergence tests, property-based testing), and reproducibility — environments, seeds, and provenance.Votes: 0GitHub stars: 2
- Sci Tooling And Symbolic ComputationUse when choosing a language or tool for numerical work, or reaching for a computer algebra system: MATLAB, Python's scientific stack (NumPy, SciPy, JAX), Julia, R, Fortran and Mathematica, the criteria that actually decide it, the two-language problem assessed honestly, and symbolic computation with SymPy, Mathematica and Maxima — including when symbolic beats numeric and when it does not.Votes: 0GitHub stars: 2
- Media Captions Podcasts Rights And QcUse when handling accessibility, podcasts, rights, or quality control: captions and subtitles (WebVTT, TTML, SCC, burn-in) and the accessibility requirements, podcast infrastructure including RSS, hosting, prefix analytics and dynamic ad insertion, metadata and rights identifiers (ISRC, ISWC, ISNI, EIDR, C2PA), the AI generation layer and the live music-licensing litigation, and testing and QC for media pipelines.Votes: 0GitHub stars: 2
- Media Fundamentals Containers And CodecsUse when choosing a format or debugging a file that will not play: the fundamentals of digital media (sample rates, bit depth, frame rates, chroma subsampling, colour spaces), containers and muxing (MP4, MKV, MXF, fragmented MP4, timestamps and track layout), and codecs — the audio family, the 2026 video landscape (H.264, HEVC, AV1, VVC) with its licensing and hardware-support realities, and the encoding knobs that actually matter. Includes the router for the whole media-engineering reference.Votes: 0GitHub stars: 2
- Media Production And LoudnessUse when working on the production side: audio production (DAWs, plugin formats such as VST3, AU and AAX, latency and buffer sizes, sample-accurate automation), video production (NLEs, intermediate codecs, colour management, timecode and sync, frame-rate pulldown), and loudness — LUFS, true peak, the broadcast standards, and why a mix that sounds right in the studio is quiet on streaming platforms.Votes: 0GitHub stars: 2
- Media ReferenceUse when checking a media anti-pattern, weighing a contested question, confirming whether a codec, delivery-protocol or AI-rights claim is still current (snapshot verified August 2026), finding the books, specs and communities, or needing the numbers, a format picker, and the when-it-is-broken triage list. Companion to the other media-engineering skills.Votes: 0GitHub stars: 2
- Media Transcoding Streaming And DrmUse when building a delivery pipeline: transcoding and ABR packaging (ladders, per-title encoding, segmenting, CMAF), streaming delivery protocols and their latency characteristics (HLS, DASH, low-latency variants, WebRTC and Media over QUIC), player and CDN concerns, and DRM — Widevine, FairPlay, PlayReady, key delivery, and the licensing and device-support constraints that shape the design.Votes: 0GitHub stars: 2
- Med Drug Classes Cardiovascular Anti Infective And AnalgesiaUse for these drug classes specifically: cardiovascular agents and the mechanisms behind antihypertensives, anticoagulants and lipid-lowering therapy, anti-infectives with the mechanisms, spectrum and the resistance pressure that shapes prescribing, and analgesia across non-opioid and opioid agents including tolerance, dependence and the pain-management trade-offs. Technical orientation, not medical advice or prescribing guidance.Votes: 0GitHub stars: 2
- Med Drug Classes Neuro Endocrine Immunology And OncologyUse for these drug classes specifically: neurological and psychiatric agents and the honest state of their mechanistic explanations, endocrine and metabolic therapy including diabetes and thyroid treatment, immunology and biologics with monoclonal antibodies and immunosuppression, and oncology across cytotoxic, targeted and immunotherapy approaches. Technical orientation, not medical advice.Votes: 0GitHub stars: 2