All authors
Claude Skills by the-vibey-project
github.com/the-vibey-project809 skills1 installs1,082 views
- Package Manager Ux Ecosystems And GovernanceUse when making a package manager fast and usable, comparing ecosystems, or running one as infrastructure. Covers performance (parallel fetching, caching, lockfile fast paths), CLI UX and error messages as the product, the cross-ecosystem comparison of npm/pnpm/yarn, pip/uv, Cargo, Go modules, Maven, NuGet, apt/dnf, and Nix, and governance and sustainability — the registry as critical infrastructure, the policies you will need (deprecation, yanking, name disputes, takedowns), and the regulati...Votes: 0GitHub stars: 2
- Package Manager Versioning And ResolutionUse when designing or debugging the core of a package manager: the anatomy every package manager shares (the router for the whole package-manager-development reference), semantic versioning and what it really promises, the version-scheme decision and constraint syntax, what belongs in a manifest vs a lockfile, dependency resolution stated formally (NP-complete), the algorithm families, PubGrub and why it won, MVS as the radical simplification, escape hatches when there is no solution, making ...Votes: 0GitHub stars: 2
- Pedagogy Explicit Instruction Worked Examples And FeedbackUse when designing or evaluating instruction: the explicit instruction versus discovery learning debate and what the evidence supports for novices and for experts, worked examples with the fading and expertise-reversal effects, explaining and modelling, questioning and checking understanding, feedback and the conditions under which it helps or actively harms, and formative and summative assessment.Votes: 0GitHub stars: 2
- Pedagogy Reading Research And Zombie IdeasUse when judging an education claim, a study or a piece of training: how to read education research critically including effect sizes, meta-analysis limits and why headline rankings mislead, the zombie ideas that keep returning — learning styles, the learning pyramid, digital natives, brain-based learning — and what teacher expertise actually consists of and how it develops.Votes: 0GitHub stars: 2
- Pedagogy ReferenceUse when correcting an education misconception, looking up an effect size, working memory, spacing interval or achievement figure, finding the books and sources, or needing a quick-reference picker — plus the current state of AI in education and post-pandemic achievement data. Companion to the other pedagogy skills.Votes: 0GitHub stars: 2
- Pedagogy Reliability Memory Cognitive Load And Robust EffectsUse when you need what is actually well established about learning: the reliability gradient separating replicated findings from failed ones and from claims that were only ever marketed, memory architecture and working memory limits, cognitive load theory and the intrinsic, extraneous and germane distinction, the robust effects of spacing, retrieval practice and interleaving, prior knowledge, schemas and expertise, motivation, and metacognition and the illusion of fluency. Includes the router...Votes: 0GitHub stars: 2
- Pedagogy Subject Instruction Curriculum And Classroom PracticeUse for subject-specific teaching and the practice layer: reading instruction and the phonics evidence, mathematics instruction including fluency and problem solving, curriculum and sequencing, classroom practice and routines, differentiation and what it can and cannot deliver, higher education teaching, adult and workplace learning, and educational technology assessed against the evidence rather than the marketing.Votes: 0GitHub stars: 2
- Pentest Authorization Scoping And MethodologyUse when planning or scoping an authorized penetration test or red-team engagement, or reasoning about what makes offensive security work lawful and professional. Covers the authorization and legal foundation (CFAA as criminal and civil statute, the UK Computer Misuse Act, the DOJ good-faith-research policy and why not to rely on it, DMCA §1201), the authorization package and get-out-of-jail letter, the third-party trap, bug bounty and VDP scope, professional obligations; the engagement types...Votes: 0GitHub stars: 2
- Pentest Disclosure Career And ReferenceUse when handling coordinated disclosure, planning a career or certifications, or reviewing offensive-security practice. Covers coordinated and responsible disclosure and getting into the field (OSCP, CREST, PNPT and the certification landscape), the anti-patterns that mark amateur work, contested questions (OSCP's value, automated vs manual testing, red team vs pentest, CVSS's limits, disclosure timelines), whether a tooling or regulatory claim is still current (snapshot verified August 2026...Votes: 0GitHub stars: 2
- Pentest Red Team Ai And ReportingUse when running the adversary-simulation and communication side of an authorized engagement: social engineering and physical testing (within an agreed scope and rules of engagement), red teaming vs purple teaming, post-exploitation reasoning (goals, not tooling), testing AI/LLM systems (OWASP LLM Top 10, prompt injection, the model and its surrounding system) and using AI in offensive work, and reporting — the report as the product, writing a finding that is actually usable (evidence, reprod...Votes: 0GitHub stars: 2
- Pentest Technical DomainsUse when scoping or reasoning about the technical testing surface of an authorized engagement, at the level of method and coverage rather than exploit recipes. Covers reconnaissance and attack-surface mapping (OSINT, external footprinting), web application testing (the OWASP categories that matter), network and infrastructure, Active Directory and identity (the AD attack-path model, BloodHound, Kerberoasting at a conceptual level), cloud, and the other domains — APIs, mobile, wireless, OT/ICS...Votes: 0GitHub stars: 2
- Polisci Bureaucracy Parties Voter Behaviour And PolarizationUse for how politics actually operates day to day: bureaucracy and public administration including principal-agent problems, parties and party systems, voter behaviour and how weakly the informed-rational-voter model holds, public opinion and the measurement problems in polling, and polarization including what is actually measured and what is asserted.Votes: 0GitHub stars: 2
- Polisci Collective Action Commons Social Choice And VotingUse for the formal core that generalises well beyond politics: collective action problems and free riding, the commons and Ostrom's correction showing when communities do successfully self-govern, social choice including Arrow's and Gibbard-Satterthwaite's impossibility results and what they actually rule out, and voting systems with their real properties and failure modes.Votes: 0GitHub stars: 2
- Polisci Constitutional Design Electoral Systems And InstitutionsUse for institutional design questions: constitutional design and the trade-offs each choice locks in, electoral systems in practice and how proportional and majoritarian rules shape party systems, executives and legislatures including presidential versus parliamentary trade-offs, federalism and multi-level government, and courts and judicial review.Votes: 0GitHub stars: 2
- Polisci ReferenceUse when correcting a political science misconception, looking up a named result, index score, turnout or effect-size figure, finding the books and sources, or needing a quick-reference picker — plus current democracy measurement and the live dispute over its reliability. Companion to the other political science skills.Votes: 0GitHub stars: 2
- Polisci Regimes State Capacity Corruption Ir And Field ProblemsUse for comparative politics, international relations and the field's self-assessment: regimes and transitions including democratization and backsliding, state capacity, corruption and what anti-corruption interventions achieve, international relations theory, conflict, security and cooperation, the policy process, and the field's own problems with replication, measurement validity and contested data.Votes: 0GitHub stars: 2
- Polisci What The Field Establishes Power The State And TheoryUse before treating any political claim as settled: what political science can and cannot establish given its identification problems, power, authority and legitimacy as distinct concepts, the state and its defining features, and the major theory traditions presented plurally rather than as one correct school. Includes the router for the whole political science reference.Votes: 0GitHub stars: 2
- Power Ac Fundamentals Generation And GridUse when getting the basics of an electric power system right: why AC won, real, reactive and apparent power and the distinction software people most often get wrong, three-phase, frequency as the balance signal, the per-unit system, generation technologies and their characteristics, and transmission and distribution including voltage levels, topology and losses. Includes the router for the whole power-engineering reference.Votes: 0GitHub stars: 2
- Power Inverters Storage Markets And DatacentersUse when working on the modern grid: inverters, renewables and the inertia problem including grid-following versus grid-forming and other inverter-based-resource realities, storage technologies and their roles, markets and dispatch, writing grid software including the character of the domain and why OT security is not IT security, and datacenter power from the facility down to what software engineers actually control.Votes: 0GitHub stars: 2
- Power ReferenceUse when checking a power-engineering anti-pattern, looking up a voltage, rating or system value, asking what actually moved (the inverter-dominated grid and datacenter load growth, verified August 2026), finding the books, or needing a picker and the orientation questions to ask before starting grid software work. Companion to the other power-engineering skills.Votes: 0GitHub stars: 2
- Power Scada Ems And ProtocolsUse when integrating with grid control systems: SCADA, energy management systems and distribution management systems and what each actually does, and the protocols including DNP3, IEC 61850, IEC 60870-5 and Modbus with their data models, timing and security characteristics.Votes: 0GitHub stars: 2
- Power System Analysis And ProtectionUse when computing or protecting the network: power flow and load flow including Newton-Raphson, state estimation, fault analysis and symmetrical components, and stability; plus protection and relaying — protection zones, coordination, relay types and the reasoning behind settings.Votes: 0GitHub stars: 2
- Chat Builder And Operator PlaybooksUse when designing or running a private-chat product — choosing the protocol shape before touching cryptography, the crypto stack as checklists, the server components and key custody you have to get right, the pre-launch audit checklist, the metadata budget table every service should fill in, abuse and trust-and-safety under E2EE, the unglamorous 80%, the WebRTC layer behind voice and video, maintained libraries to start from, ops and incident checklists, and budget intuition from public numb...Votes: 0GitHub stars: 2
- Chat Matrix And ElementUse when running or building on Matrix — the federated protocol and its room/event model, Olm and Megolm, Matrix 2.0 and where it stands, the ecosystem's organisations and funding, the homeserver operator handbook including the European sovereignty deployments, and the developer surface. Companion to the other private-chat-engine skills.Votes: 0GitHub stars: 2
- Chat Orientation Threat Models And LandscapeUse when orienting in private messaging — the three architectural families and what follows from each, the threat-model questions that decide every other choice, the September 2026 comparison matrix, how the field got here, and the five forces reshaping it. Start here. Companion to the other private-chat-engine skills.Votes: 0GitHub stars: 2
- Chat SignalUse when working with Signal or the Signal protocol — X3DH and the double ratchet, sealed sender, private contact discovery and SGX enclaves, key transparency, PQXDH and post-quantum ratcheting, the Foundation's cost structure, the legal and political fights, what you can and cannot operate or build, and the weaknesses worth saying out loud. Companion to the other private-chat-engine skills.Votes: 0GitHub stars: 2
- Chat TelegramUse when working with Telegram — MTProto and the cloud-chat architecture, why Secret Chats are 1:1 mobile-only and off by default, the Durov prosecution and the compliance turn, scale and economics, operating communities and channels, and the bot and Mini-App developer ecosystem with its constraints. Companion to the other private-chat-engine skills.Votes: 0GitHub stars: 2
- Chat The Wider FieldUse when evaluating a messenger outside the big three — MLS (RFC 9420) and Wire, WhatsApp's interoperability opening, iMessage PQ3, Threema, Olvid, SimpleX, Session, Nostr, XMPP with OMEMO, Briar, Delta Chat, the dormant and niche ones — or when you need the policy annex that shapes all of them. Companion to the other private-chat-engine skills.Votes: 0GitHub stars: 2
- Language Design Parsing And TypesUse when designing a language or building a compiler front end: the questions that determine everything else, the design principles that hold up, syntax; lexing, parsing approaches (recursive descent, Pratt, LR, generators), error recovery, CST vs AST; name resolution and modules; and type systems — the design space, inference (Hindley–Milner, bidirectional), unification and the occurs check, traits, type classes, and interfaces, generics (monomorphize or erase), ownership, borrowing, and lin...Votes: 0GitHub stars: 2
- Language Development ReferenceUse when reviewing a language or compiler design for known anti-patterns, weighing contested questions (static vs dynamic typing, monomorphization vs erasure, GC vs ownership, async/await vs green threads, LLVM or not, Safe C++ vs Profiles, sea of nodes, batteries-included standard library, formal verification's cost/benefit, how much syntax novelty), checking whether a toolchain or language-version claim is still current (snapshot verified August 2026), finding the books, papers, and primary...Votes: 0GitHub stars: 2
- Language Diagnostics Tooling And EvolutionUse when making a language usable and durable: what a good diagnostic contains and the rules for error messages, warnings, source locations; incremental compilation and IDE support (query-based compilation, salsa-style memoization, what the LSP needs from you); the compiler test pyramid and formal verification; standard library and ecosystem design; and language evolution — backward compatibility, editions as the best mechanism we have, governance (BDFL, committees, RFC processes), and multip...Votes: 0GitHub stars: 2
- Language Irs Optimization And BackendsUse when working on the middle or back end of a compiler. Covers why you need more than one IR, SSA, CPS/ANF and the other IR forms, MLIR as multi-level infrastructure, practical IR design rules, the optimization passes by category and the rules for writing them, where optimization happens, choosing a backend (LLVM, Cranelift, GCC, custom), instruction selection, register allocation (linear scan and its alternatives), the ABI, and WebAssembly as a target.Votes: 0GitHub stars: 2
- Language Runtimes Interpreters And JitsUse when building a language runtime or execution engine. Covers memory management and garbage collection (tracing, generational, reference counting, ownership), the object model, concurrency models (threads, async/await, green threads, actors), errors and unwinding, FFI, the interpreter performance ladder, interpreter techniques worth knowing (bytecode design, dispatch, inline caching), JIT compilation (baseline and optimizing tiers, tracing, deoptimization), and the bootstrapping and trust ...Votes: 0GitHub stars: 2
- Psych Development Personality Social Clinical And NeurodiversityUse when the question concerns individuals and groups: development across the lifespan, personality and the trait models and their predictive validity, motivation, social psychology including the classic studies and which of them survived scrutiny, clinical psychology and what the outcome evidence says actually works, intelligence and what the measures do and do not capture, and neurodiversity. Reports the evidence and its quality; not clinical advice or a basis for diagnosis.Votes: 0GitHub stars: 2
- Psych Epistemic Situation And Replication ReformUse before relying on any finding from these fields: what the replication crisis actually established and the genuinely encouraging finding alongside it, the reliability gradient as the practical takeaway, how to read a claim in these fields, why the fields are methodologically hard, and what the reform movement changed in practice. Includes the router for the whole psychology-sociology-cultural-sciences reference.Votes: 0GitHub stars: 2
- Psych Perception Memory Learning Cognition And EmotionUse when working with the well-established core of cognitive psychology: perception and attention including change blindness and attentional limits, memory and its systems, reconstruction and the reliability of eyewitness recall, learning and conditioning, cognition, reasoning and the biases that replicated versus those that did not, and emotion and the competing theories of what an emotion is.Votes: 0GitHub stars: 2
- Psych ReferenceUse when checking what is live (where replication reform actually stands, and the social-media-and-adolescent-mental-health dispute presented as a genuine dispute rather than resolved, verified August 2026), correcting a behavioural-science misconception, finding the canon, or needing a picker and the red flags to check in any behavioural-science claim. Companion to the other psychology-sociology-cultural-sciences skills.Votes: 0GitHub stars: 2
- Psych Sociology Institutions Culture And The Weird ProblemUse when the unit of analysis is social rather than individual: sociological thinking and what it adds, the theory traditions and their disagreements, stratification and social mobility, network structure and its consequences, institutions and organizations, deviance and social control, religion and the secularization debate, culture and anthropology and the ethnographic method, and the WEIRD problem — why a discipline built on unrepresentative samples generalizes badly.Votes: 0GitHub stars: 2
- Debugging And ObservabilityComprehensive practitioner guide to debugging, logging, error handling, and production observability (2026): Agans' nine rules, delta debugging, reproducibility imperative, correlation/trace IDs, OpenTelemetry (CNCF graduated May 11 2026), structured logging (slog/Pino/Serilog/structlog), four observability signals (logs/metrics/traces/profiling), eBPF zero-instrumentation telemetry, SLO-based burn-rate alerting, resilience patterns (retries with jitter, circuit breakers, bulkheads), distribu...Votes: 0GitHub stars: 2
- Python Quality TestingUse when writing Python tests, setting up pytest, implementing TDD in Python, using Hypothesis for property-based testing, setting up mutation testing, configuring Ruff/mypy/Black, implementing contract testing with Pact, or building Python quality pipelines on Azure. Triggers on any Python testing or quality tooling question, including pytest fixtures, parametrize, conftest, coverage thresholds, testcontainers, Azurite, Cosmos DB emulator, or Azure DevOps pipeline YAML for Python.Votes: 0GitHub stars: 2
- Test StrategyUse when designing a test strategy, choosing a testing framework, setting up test architecture, balancing unit vs integration vs E2E tests, implementing contract testing between services, or assessing test suite health. Use whenever someone asks about how to test or what testing approach to take. Also triggers on test pyramid questions, microservice testing, Swiss Cheese model, SMURF, TDD vs BDD choices, test doubles (mock vs stub vs fake), or any question about test portfolio design.Votes: 0GitHub stars: 2
- Quantum Applications And Post Quantum CryptoUse when evaluating quantum applications or planning a post-quantum migration. Covers quantum chemistry and materials as the strongest case, optimization, quantum machine learning, finance and everything else, quantum networking (QKD, repeaters) and sensing, and post-quantum cryptography — the harvest-now-decrypt-later threat, the NIST standards (ML-KEM, ML-DSA, SLH-DSA), the now-binding migration deadlines, and how to migrate (inventory, hybrid modes, prioritization).Votes: 0GitHub stars: 2
- Quantum Foundations And AlgorithmsUse when explaining or learning how quantum computing works and what it can do: the qubit, superposition, entanglement, interference, and measurement, gates and circuits, the misconceptions up front, the complexity picture (BQP, what quantum computers cannot do), and the algorithm canon — Shor, Grover, HHL, VQE/QAOA, quantum simulation — with their honest speedup claims. Includes the router for the whole quantum-computing reference.Votes: 0GitHub stars: 2
- Quantum Noise Error Correction And HardwareUse when reasoning about real quantum hardware: what goes wrong (decoherence, gate errors, crosstalk), error mitigation vs correction, benchmarking (quantum volume, randomized benchmarking), barren plateaus, the idea of quantum error correction, the surface code and qLDPC codes, the 2024–2026 below-threshold breakthrough, magic states as the hidden cost, the hardware modalities (superconducting, trapped ion, neutral atom, photonic, spin, topological), the vendor roadmaps, and how to read a ro...Votes: 0GitHub stars: 2
- Quantum ReferenceUse when learning quantum computing from scratch, debunking myths and anti-patterns, weighing contested questions (when a cryptographically-relevant quantum computer arrives, whether advantage has been achieved, whether NISQ is a dead end, annealing and optimization, topological qubits, whether the field is overinvested, whether your organization should act now), checking whether a hardware or roadmap claim is still current (snapshot verified August 2026), finding the books, papers, and peopl...Votes: 0GitHub stars: 2
- Quantum Software And Resource EstimationUse when programming a quantum computer or assessing a quantum claim: the software layers, the frameworks (Qiskit, Cirq, PennyLane, CUDA-Q, OpenQASM, transpilers), what programming quantum computers is actually like, resource estimation from algorithm to logical to physical qubits, the canonical RSA-2048 example, why quadratic speedups often evaporate, the advantage vocabulary, the verification problem, dequantization as the pattern to watch for, and the 2026 state of the quantum-advantage de...Votes: 0GitHub stars: 2
- Qcrypto Bb84 Entanglement Based Cv Qkd And Key DistillationUse for the protocols themselves: BB84 step by step, entanglement-based QKD, continuous-variable QKD and how it differs in hardware and reach, and the post-processing that turns raw detections into a usable key — sifting, error correction and privacy amplification, which is where most of the practical difficulty lives.Votes: 0GitHub stars: 2
- Qcrypto Official Position Qrng Quantum Threat And ChoosingUse when making an actual decision: the official position of the national security agencies on QKD and why they recommend against it for most purposes, quantum random number generation and where it genuinely helps, the quantum computing threat to existing cryptography and realistic timelines, and a direct guide to choosing between QKD, QRNG and post-quantum cryptography for a given problem.Votes: 0GitHub stars: 2
- Qcrypto ReferenceUse when correcting a quantum cryptography misconception, looking up a key rate, distance, loss, fidelity or detector figure, finding the sources, or needing a quick-reference picker — plus the current state of quantum repeater demonstrations and the government position on QKD. Companion to the other quantum cryptography skills.Votes: 0GitHub stars: 2
- Qcrypto Repeaters Memory Entanglement Distribution And SatelliteUse for the network layer and its physical limits: quantum repeaters and why they are the blocking problem for terrestrial range, quantum memory, entanglement distribution and swapping, satellite QKD, the quantum internet roadmap and its realistic stages, and the other quantum network applications beyond key distribution.Votes: 0GitHub stars: 2