quantumquirkxyz
- 189 skills
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- ▌ Quant Backtest 2 · quantumquirkxyzRun a backtest with full audit hygiene — biases, costs, out-of-sample, regime splits — and produce a verdict on whether a strategy is robust.
- ▌ Math Grant Structure 2 · quantumquirkxyzStructure mathematics grant proposals (NSF, ERC, Simons, MSCA) — aims, broader impacts, budget, timeline, reviewer expectations — with concrete templates.
- ▌ Accessibility Testing 2 · quantumquirkxyzTest web interfaces for accessibility compliance — automated scans, manual keyboard navigation, screen reader validation — with explicit barrier detection and remediation evidence.
- ▌ Docs Adrs · quantumquirkxyzCreate and maintain Architecture Decision Records — context, decision, consequences, alternatives, status — with periodic review.
- ▌ Web3 Defi · quantumquirkxyzAnalyse DeFi protocols — AMMs, lending, stablecoins, derivatives — across protocol mechanics, economic security, and composability risks.
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- ▌ Finance Dcf · quantumquirkxyzDiscounted Cash Flow — forecast, WACC, terminal value, sensitivity — with explicit assumptions, cross-check against multiples, and a valuation range.
- ▌ Tdd · quantumquirkxyz bundleTest-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor"
- ▌ Os Kernel · quantumquirkxyzDesign and analyze operating system internals — process management, memory management, file systems, scheduling, system calls, concurrency — with explicit resource accounting and failure boundaries.
- ▌ Os Memory · quantumquirkxyzDesign operating system memory systems — virtual memory, paging, allocation, swapping, and protection — with explicit resource accounting and locality assumptions.
- ▌ Grill · quantumquirkxyzAlias for the quirk grilling flow. Use when the user says "grill" and wants a relentless interview to sharpen a plan, decision, or design.
- ▌ Cs Algorithms · quantumquirkxyzDesign and analyse algorithms — correctness proof, complexity analysis (time and space), and stability — with explicit proof of invariants and termination.
- ▌ Physics Astro · quantumquirkxyzModel astrophysical systems — stellar structure, orbital dynamics, cosmology, gravitational waves — with physical scales, order-of-magnitude estimates, and scaling laws.
- ▌ Quant Factors · quantumquirkxyzDefine, test, and stress-test a quantitative factor (momentum, value, carry, quality) with explicit universe, signal, weighting, and statistical checks.
- ▌ React · quantumquirkxyzDesign React component structure and state seams — with composability, testability, and clear data flow.
- ▌ Ask To · quantumquirkxyzAsk which skill or flow fits your situation. A router over the skills in this repo that recommends the next step after governance preflight.
- ▌ Triage · quantumquirkxyz bundleMove issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write ag
- ▌ UX Research · quantumquirkxyzConduct user research — interviews, surveys, usability testing, personas, journey mapping — to ground design decisions in real user behavior.
- ▌ AI Ml Pipeline · quantumquirkxyzDesign ML pipelines — data ingestion, preprocessing, training, evaluation, deployment, monitoring — with reproducibility, fairness, and version control.
- ▌ Data Streaming · quantumquirkxyzDesign streaming data pipelines — Kafka, Kinesis, Pub/Sub, Flink — with event schemas, stream processing, and real-time analytics.
- ▌ Physics Thermo · quantumquirkxyzModel thermodynamic systems — first and second law, heat engines, entropy, phase transitions — with energy accounting and efficiency bounds.
- ▌ Quant Backtest · quantumquirkxyzRun a backtest with full audit hygiene — biases, costs, out-of-sample, regime splits — and produce a verdict on whether a strategy is robust.
- ▌ Web3 Consensus · quantumquirkxyzAnalyse and compare consensus mechanisms — PoW, PoS, BFT, DA — with security properties, finality guarantees, and economic incentive alignment.
- ▌ Mobile · quantumquirkxyzShape mobile projects around device constraints, offline behavior, and platform seams — with explicit performance and resilience boundaries.
- ▌ Nextjs · quantumquirkxyzShape Next.js projects around routes, server/client seams, and data flow that stay deep rather than tangled.
- ▌ Os Processes · quantumquirkxyzDesign operating system process management — scheduling, signals, process states, concurrency, and inter-process communication — with explicit isolation boundaries.
- ▌ Vercel · quantumquirkxyzShape Vercel deployment and runtime concerns into a clear operational seam — with explicit platform constraints.
- ▌ To Spec · quantumquirkxyzTurn the current conversation into a spec and publish it to the project issue tracker - no interview, just synthesis of what is already known.
- ▌ Handoff · quantumquirkxyzCompact the current conversation into a handoff document for another agent to pick up — with explicit continuity and ownership notes.
- ▌ Physics Quantum · quantumquirkxyzModel quantum systems (states, operators, measurement, entanglement) and perform calculations using Dirac notation, with checks against limits and known results.
- ▌ Prod Ab Testing · quantumquirkxyzDesign A/B tests — hypothesis, control/treatment, randomization, metrics, statistical power, duration — with valid inference and rollback rules.
- ▌ Web3 Governance · quantumquirkxyzDesign and audit on-chain and off-chain governance — token voting, delegation, quadratic voting, timelock, multisig, and attack vectors.
- ▌ Web3 L2 Scaling · quantumquirkxyzAnalyse Layer-2 scaling solutions — Rollups (optimistic, ZK), validiums, state channels — with security assumptions, data availability, and cost trade-offs.
- ▌ Web3 Tokenomics · quantumquirkxyzDesign token economics — supply, emission, incentives, governance, value capture — with economic sustainability checks and adversarial stress tests.
- ▌ Localization · quantumquirkxyzDesign internationalization (i18n) and localization (l10n) — string management, locale handling, RTL support, cultural adaptation — so the product works across languages and regions.
- ▌ DB Migrations · quantumquirkxyzPlan database migrations — schema changes, backfills, compatibility windows, and rollback strategy — with explicit application and data safety checks.
- ▌ Testing · quantumquirkxyzShape the test strategy for a project so behavior is verified at the right seams and at the right level.
- ▌ Iot Embedded · quantumquirkxyzDesign embedded/IoT systems — firmware, sensors, edge computing, device connectivity, OTA updates — with reliability, security, and constrained resource awareness.
- ▌ QA Automation · quantumquirkxyzDesign and implement automated test suites — unit, integration, e2e — with proper coverage, maintainability, and CI integration.
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- ▌ Grilling · quantumquirkxyzGrill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or use docs to sharpen the premise before acting.
- ▌ Math Pure Proofs · quantumquirkxyzWrite and verify pure-math proofs (number theory, algebra, analysis, combinatorics) with rigorous step-by-step reasoning and explicit proof strategies.
- ▌ Prod Prd Writing · quantumquirkxyzWrite Product Requirement Documents (PRDs) — problem statement, goals, user stories, acceptance criteria, success metrics, timeline — with stakeholder alignment.
- ▌ Research · quantumquirkxyzInvestigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use w
- ▌ Auth · quantumquirkxyzDesign authentication and authorization as a small, explicit seam — with clear caller and operator responsibilities.
- ▌ Postgres · quantumquirkxyzShape PostgreSQL schema and query decisions — so the data model stays durable and reviewable.
- ▌ Queueing · quantumquirkxyzShape background processing and message flow — so work is durable, observable, and recoverable.
- ▌ Wayfinder · quantumquirkxyzPlan a huge chunk of work — more than one agent session can hold — as a map of decision tickets on your issue tracker, with staged decomposition and durable scope boundaries.
- ▌ Se Performance · quantumquirkxyzMeasure and improve system performance — latency, throughput, resource usage, bottlenecks, and capacity planning — with reproducible profiling.
- ▌ UX Prototyping · quantumquirkxyzPrototype user experiences — wireframes, interactive mockups, and rapid validation — with explicit experiment goals and iteration criteria.
- ▌ Xr Development · quantumquirkxyzDesign and build extended reality (AR/VR/MR) experiences — 3D interaction, spatial computing, headset development, immersive UX — with performance, comfort, and accessibility as first-class concerns.
- ▌ Xr Performance · quantumquirkxyzOptimize XR performance — frame rate, motion-to-photon latency, asset budgets, and thermal constraints — with comfort-aware trade-offs.
- ▌ Data Etl Pipeline · quantumquirkxyzDesign ETL / ELT pipelines — extraction, transformation, load — with reproducible steps, schema evolution, quality checks, and observability.
- ▌ DB Nosql Modeling · quantumquirkxyzDesign NoSQL data models — document, key-value, wide-column, graph, time-series — with access pattern analysis, consistency requirements, and schema evolution.
- ▌ Math Cryptography · quantumquirkxyzAnalyse cryptographic constructions — symmetric, asymmetric, hashing, MACs, zero-knowledge — with security reductions, hardness assumptions, and attack analysis.
- ▌ Math Formal Proof · quantumquirkxyzDevelop formal mathematical proofs in proof assistants (Lean 4, Coq, Isabelle, Agda) with literate programming, tactic-driven construction, and verification.
- ▌ Math Optimization · quantumquirkxyzFormulate and solve optimization problems (linear, convex, non-convex, combinatorial) — model, choose solver, verify optimality, report sensitivity.
- ▌ Physics Classical · quantumquirkxyzSolve classical mechanics problems — Newton's laws, Lagrangian, Hamiltonian, rigid body, orbital — with free-body diagrams, energy accounting, and dimensional checks.
- ▌ Prod Okr Planning · quantumquirkxyzDesign OKR cycles — Objectives, Key Results, initiatives — with measurable outcomes, quarterly cadences, and team alignment.
- ▌ Quant Credit Risk · quantumquirkxyzModel credit risk — PD, LGD, EAD, expected loss, loss distribution, credit VaR — with default correlation and portfolio-level risk aggregation.
- ▌ Implement · quantumquirkxyzImplement a piece of work based on a spec or set of tickets, or build a scoped fix that can be handed off for publication. This skill stops at the implemented, validated branch.
- ▌ Prototype · quantumquirkxyz bundleBuild a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or interaction shape actually works.
- ▌ Review Pr · quantumquirkxyzReview a pull request against the fixed point the user supplies, separating Standards and Spec findings into distinct ax
- ▌ To Tickets · quantumquirkxyzBreak a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, and publish the smallest claimable slices.
- ▌ Math Computational · quantumquirkxyzSolve numerical and symbolic math problems (root finding, integration, ODEs, symbolic manipulation) with stable algorithms and explicit error analysis.
- ▌ Quant Market Micro · quantumquirkxyzAnalyse market microstructure — order book dynamics, price formation, execution costs (slippage, spread, impact), and optimal execution strategies.
- ▌ Sec Security Audit · quantumquirkxyzAudit software/security posture — code review, dependency scanning, secret detection, access control, audit logging — with explicit findings and remediation priorities.
- ▌ Compilers · quantumquirkxyzDesign and implement compilers and interpreters — lexer, parser, AST, type checking, code generation, optimization — with correctness and modularity.
- ▌ Cs Computability · quantumquirkxyzAnalyze computability questions — decidability, reductions, recognizability, and undecidability proofs — with formal problem transformations.
- ▌ Search · quantumquirkxyzDesign search behavior, indexing, and relevance seams — so retrieval stays understandable and adjustable.
- ▌ Deployment · quantumquirkxyzDefine how a project is built, released, and rolled back — as a safe operational seam.
- ▌ Se System Design · quantumquirkxyzDesign whole systems — components, data flow, scaling, reliability, and trade-offs — with clear assumptions and failure boundaries.
- ▌ UX Accessibility · quantumquirkxyzDesign accessible UX — keyboard navigation, focus order, semantics, contrast, and assistive-technology support — with inclusive interaction patterns.
- ▌ AI Model Evaluation · quantumquirkxyzEvaluate ML / LLM models — accuracy, fairness, robustness, explainability, drift — with explicit metrics, subgroup analysis, and failure-mode reporting.
- ▌ Math Linear Algebra · quantumquirkxyzSolve and analyse linear algebra problems — matrix decompositions (LU, QR, SVD, eigendecomposition), linear systems, and applications in ML, graphics, and optimisation.
- ▌ Physics Talk Design · quantumquirkxyzDesign physics talks — seminars, conference presentations, posters, public outreach — with audience-level adjustments, timing, visual conventions, and accessibility.
- ▌ Pro Market Analysis · quantumquirkxyzConduct professional market research — TAM/SAM/SOM, competitor analysis, pricing, and trend forecasting — with source citation and data quality checks.
- ▌ Quant Portfolio Opt · quantumquirkxyzConstruct and optimise portfolios — mean-variance, Black-Litterman, risk-parity, factor — with explicit objectives, constraints, and robustness checks.
- ▌ Quant Risk Modeling · quantumquirkxyzModel market/portfolio/credit risk (VaR, CVaR, drawdown, stress) with explicit distributions, assumptions, and validation against historical stress events.
- ▌ Sec Threat Modeling · quantumquirkxyzDesign and document threat models for software / systems — assets, threats, vulnerabilities, mitigations — using STRIDE or ATT&CK frameworks.
- ▌ Cms Architecture · quantumquirkxyzDesign content management systems — content models, editorial workflows, publishing pipelines, localization — with schema evolution and multi-channel delivery.
- ▌ Code Review · quantumquirkxyzReview the changes since a fixed point (commit, branch, tag, or merge-base) along two axes - Standards and Spec - and publish findings only.
- ▌ Make Project · quantumquirkxyz bundleUse when the user wants a new board in GitHub Projects, or another skill needs one — create the project, wire its fields, and preserve tracker semantics.
- ▌ QA Manual Testing · quantumquirkxyzPerform manual test sessions — exploratory checks, edge cases, accessibility, and user-visible regressions — with explicit reproduction notes.
- ▌ Context Pack · quantumquirkxyzBuild a minimal fresh context pack with ordered reads and provenance — for scoped, high-signal handoff.
- ▌ DB Relational Design · quantumquirkxyzDesign relational schemas — entities, relations, keys, indexes, constraints — with normalisation, performance, and migration planning.
- ▌ Devops Feature Flags · quantumquirkxyzDesign feature flag systems — gradual rollouts, A/B experiments, kill switches, targeting rules — with lifecycle management and operational runbooks.
- ▌ Devops Terraform Iac · quantumquirkxyzDesign infrastructure as code — Terraform / Pulumi / CloudFormation — for reproducible, version-controlled, auditable cloud infrastructure.
- ▌ Math Grant Structure · quantumquirkxyzStructure mathematics grant proposals (NSF, ERC, Simons, MSCA) — aims, broader impacts, budget, timeline, reviewer expectations — with concrete templates.
- ▌ Web3 Smart Contracts · quantumquirkxyzDesign and review smart contracts — security, gas optimization, upgradeability, access control — with an adversarial review step.
- ▌ Microservices · quantumquirkxyzDesign microservice architectures — service decomposition, inter-service communication, data ownership, resilience patterns — with explicit boundaries and failure isolation.
- ▌ Cs Data Structures · quantumquirkxyzDesign and analyze data structures — arrays, trees, heaps, hash tables, graphs, and balanced variants — with operation costs and invariants.
- ▌ API Design · quantumquirkxyzDesign a small, durable API seam — with a deep backend and explicit caller contract boundaries.
- ▌ Payments · quantumquirkxyzDesign payment flows as a high-trust seam with explicit failure, reconciliation, and rollback posture.
- ▌ Networking · quantumquirkxyzDesign and analyze network infrastructure — TCP/IP, routing, DNS, load balancing, firewalls, VPNs, network security — with explicit assumptions about latency, bandwidth, and failure modes.
- ▌ Ship Subissue · quantumquirkxyzUse when a finished subissue already has a clean PR and you need to merge it, mark it as completed, and close the linked issue — with release discipline.
- ▌ Skill Audit · quantumquirkxyzAudit the Skills bundle, lockfile, symlink parity, and contract drift — with actionable maintenance output.
- ▌ Skill Tutor · quantumquirkxyzInteractive tutorial that guides users through creating their first quirk skill using structured worksheets and hands-on
- ▌ Interaction Design · quantumquirkxyzDesign user interactions — task flows, screen states, transitions, error states, feedback patterns — so the interface guides users predictably.
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