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Formal and informal logic for philosophical reasoning. Covers propositional logic (connectives, truth tables, tautologies), predicate logic (quantifiers, validity), syllogistic logic (Aristotle's original forms), natural deduction (introduction/elimination…
原文语言：英语
Metaphysical inquiry into the fundamental nature of reality. Covers ontology (what exists), substance and properties, universals vs. particulars, free will and determinism, personal identity, philosophy of mind (dualism, physicalism, functionalism, the hard…
原文语言：英语
Political philosophy from social contract theory to global justice. Covers the social contract (Hobbes, Locke, Rousseau, Rawls), theories of justice (Rawls, Nozick, Sen), liberty (positive/negative), rights (natural, human, civil), democracy and governance,…
原文语言：英语
Agile and Lean software development methodologies for iterative, adaptive project execution. Covers Scrum (roles, ceremonies, artifacts), Kanban (WIP limits, flow metrics), XP (TDD, pair programming, CI), SAFe overview, Lean Software Development…
原文语言：英语
Project estimation and scheduling techniques for software development. Covers work breakdown structures (WBS), critical path method (CPM), PERT three-point estimation, Gantt charts, resource leveling, Goldratt's critical chain project management (buffer…
原文语言：英语
Quality assurance and continuous improvement for software projects. Covers Deming's 14 Points for Management, PDCA cycle (Plan-Do-Check-Act), Six Sigma DMAIC, total quality management (TQM), quality metrics (defect density, code coverage, MTBF), testing…
原文语言：英语
Retrospective facilitation and organizational learning for project teams. Covers retrospective formats (Start/Stop/Continue, 4Ls, timeline, sailboat), blameless postmortems, lessons learned databases, knowledge management, organizational learning theory…
原文语言：英语
Project risk identification, analysis, and response planning for software and systems projects. Covers probability-impact matrices, qualitative and quantitative risk analysis, Monte Carlo simulation for schedule risk, FMEA for projects, decision trees,…
原文语言：英语
Stakeholder identification, communication planning, and facilitation for project teams. Covers power/interest grid mapping, communication plans (audience, frequency, channel), status reporting (RAG, earned value, burn charts), RACI matrices, meeting…
原文语言：英语
Autonomous research pipeline — topic to structured documents with HTML/PDF output. Proven at HEL (28 docs, 91K words) and OOPS (9 docs, 20K words) scale.
原文语言：英语
Classical mechanics from kinematics through rotational dynamics and oscillations. Covers 1D/2D/3D motion, Newton's three laws, free-body diagrams, friction, projectile motion, circular motion, rotational mechanics, gravitation and orbits, work-energy theorem,…
原文语言：英语
Electromagnetism from Coulomb's law through Maxwell's equations and optics. Covers electric fields, Gauss's law, electric potential, capacitance, DC circuits (Ohm's law, Kirchhoff's laws), magnetic fields and forces, Biot-Savart law, Ampere's law, Faraday's…
原文语言：英语
Experimental methods for physics including measurement, uncertainty analysis, and experimental design. Covers the scientific method applied to physics, the SI unit system, significant figures, uncertainty and error analysis (systematic vs. random, propagation…
原文语言：英语
Quantum mechanics from wave-particle duality through entanglement and measurement. Covers the photoelectric effect, de Broglie wavelength, Heisenberg uncertainty principle, the Schrodinger equation (time-dependent and time-independent), wave functions and…
原文语言：英语
Relativity and astrophysics from special relativity through cosmology. Covers Einstein's postulates, time dilation, length contraction, Lorentz transformations, relativistic momentum and energy (E=mc^2), spacetime diagrams, the equivalence principle, curved…
原文语言：英语
Thermodynamics from the zeroth law through statistical mechanics. Covers temperature and thermal equilibrium, heat transfer mechanisms (conduction, convection, radiation), the first law (internal energy, work, heat), PV diagrams, thermodynamic processes…
原文语言：英语
Contrapuntal writing and analysis covering species counterpoint, fugue structure, canon types, and imitative techniques. Covers Fux's five species, cantus firmus construction, consonance and dissonance treatment, invertible counterpoint, fugue anatomy…
原文语言：英语
Aural skills development covering interval recognition, chord quality identification, rhythmic and melodic dictation, sight-singing, and progressive pedagogy. Covers the Kodaly method (hand signs, relative solmization, singing-first approach), interval…
原文语言：英语
Musical form and structural analysis covering binary, ternary, rondo, sonata, theme-and-variations, and popular song forms. Covers formal archetypes (AB, ABA, ABACA, sonata-allegro), 12-bar blues, arch form, minimalist process forms, strophic and…
原文语言：英语
Harmonic analysis, voice leading, chord function, and modulation techniques for tonal music. Covers triads, seventh chords, Roman numeral analysis, figured bass, voice leading rules, cadence types, secondary dominants, modulation techniques, chromatic harmony…
原文语言：英语
Instrumentation, arranging, and timbral analysis for ensemble and orchestral writing. Covers instrument families (strings, woodwinds, brass, percussion, keyboards), ranges, transpositions, timbral characteristics, scoring techniques, doubling and voicing,…
原文语言：英语
Rhythmic analysis, meter classification, groove mechanics, and cross-cultural rhythmic systems. Covers simple and compound meter, asymmetric meters, polyrhythm, polymetric structures, metric modulation, swing and groove analysis, syncopation patterns,…
原文语言：英语
Crafts professional git commit messages following Conventional Commits. Use when committing changes or writing commit messages.
原文语言：英语
Reviews code for bugs, style, and best practices. Use when reviewing PRs or checking code quality.
原文语言：英语
Thinking frameworks for decisions and problem analysis. Use when evaluating options, root causes, or prioritizing.
原文语言：英语
Generates test cases for functions and components. Use when writing tests or creating test suites.
原文语言：英语
TypeScript best practices and patterns. Use when writing TypeScript, fixing type errors, or working with generics.
原文语言：英语
Migrates existing projects to GSD structure without rewriting history. Activates when user mentions "migrate to GSD", "adopt GSD", "convert project", "brownfield GSD", or wants to add GSD to existing work.
原文语言：英语
GSD tutorial and command reference. Use when user is new to GSD or asks about commands.
原文语言：英语
Traces decisions and requirements through GSD artifacts. Use when user asks "why did we...", "what happened to...", or mentions decision history.
原文语言：英语
Symbolic manipulation, equation solving, and algebraic structures for mathematical reasoning. Covers distributive law, factoring, completing the square, linear through polynomial equation solving, systems of equations (substitution, elimination, Gaussian…
原文语言：英语
Spatial reasoning, coordinate geometry, transformations, and trigonometry for geometric problem solving. Covers Euclidean geometry (points, lines, angles, congruence, similarity), triangle geometry (Pythagorean theorem, laws of sines and cosines), circle…
原文语言：英语
Real-world problem formulation, mathematical abstraction, and applied mathematics for translating between practical problems and mathematical frameworks. Covers the modeling cycle (problem identification, assumptions, formulation, analysis, validation,…
原文语言：英语
Conjecture generation, sequence analysis, and experimental mathematics for mathematical discovery. Covers sequence analysis (OEIS lookups, recurrence relations, generating functions), pattern detection methods (finite differences, ratio analysis, modular…
原文语言：英语
Proof writing and verification techniques for mathematical reasoning. Covers 13 proof strategies with canonical worked examples — direct, contrapositive, contradiction, cases, WLOG, vacuous/trivial, biconditional, counterexample, existence (constructive and…
原文语言：英语
Audio engineering — mastering, mixing, EQ, compression, loudness standards, synthesis, podcast production, music theory, spectrum analysis.
原文语言：英语
Audio/video studio production — multi-track editing, color grading, motion graphics, compositing, live streaming, screen recording, YouTube publishing.
原文语言：英语
FFmpeg media processing — video/audio conversion, trimming, encoding, filters, streaming. CLI and ffmpeg.wasm patterns.
原文语言：英语
LaTeX document authoring with arXiv submission best practices, Overleaf patterns, and academic publishing conventions.
原文语言：英语
Provides chaos engineering best practices for resilience testing, fault injection, and game day planning. Use when designing resilience experiments, configuring chaos tools, planning game days, or when user mentions 'chaos engineering', 'resilience',…
原文语言：英语