quantumquirkxyz
- 189 skills
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- ▌ AI Prompt Engineering · quantumquirkxyzDesign, evaluate, and refine prompts for LLMs (GPT-4, Claude, Llama, Mistral) with chain-of-thought, few-shot, RAG, and evaluation metrics.
- ▌ Devops CI CD Pipeline · quantumquirkxyzDesign CI/CD pipelines — build, test, security scan, deploy, rollback — with reproducible steps, environment parity, and deployment gates.
- ▌ Finance Corporate Val · quantumquirkxyzCorporate valuation — DCF, multiples, sum-of-parts, scenario analysis — with explicit assumptions, sensitivity, and cross-checks.
- ▌ Math Literature Track · quantumquirkxyzTrack mathematics literature across arXiv, MathSciNet, zbMATH, journal alerts, and citation graphs to keep a researcher current without drowning in papers.
- ▌ Scientific Hypothesis · quantumquirkxyzFormulate testable scientific hypotheses — null/alternative, variables, controls, falsifiability — with explicit variables and statistical plan.
- ▌ Backend Queues · quantumquirkxyzDesign backend queues and background job systems — durability, retries, ordering, idempotency, and backpressure — with explicit delivery guarantees.
- ▌ Cms Access Control · quantumquirkxyzDesign CMS access control — roles, permissions, editorial workflows, and publishing boundaries — with explicit least-privilege and auditability.
- ▌ Design System · quantumquirkxyzDefine and evolve reusable UI tokens, components, and usage rules as a coherent system.
- ▌ Performance Testing · quantumquirkxyzDesign and execute performance tests — load, stress, soak, spike — to validate latency, throughput, and resource consumption under realistic conditions.
- ▌ QA Security Testing · quantumquirkxyzTest security posture — auth flows, authorization boundaries, injection paths, session handling, and misconfiguration checks — with adversarial scenarios.
- ▌ Physics Career Postdoc · quantumquirkxyzNavigate physics career transitions — postdoc applications, faculty applications, letters of recommendation, research statements, teaching statements, grant applications (NSF CAREER, DOE, ERC, Simons), and negotiation.
- ▌ Physics Writing Revtex · quantumquirkxyzWrite physics papers using RevTeX / APS / IOP / AIP formatting, with figure conventions, citation styles, and submission package preparation.
- ▌ Backend Caching · quantumquirkxyzDesign backend caching strategies — cache keys, TTLs, invalidation, stale-while-revalidate, and cache coherence — with explicit consistency and failure trade-offs.
- ▌ Webapp Testing · quantumquirkxyzChoose the right test seam for a web app and describe how to verify it at unit, integration, and end-to-end levels.
- ▌ Docs Management · quantumquirkxyzKeep repository documentation, ADRs, and durable context aligned with the current project shape — with explicit consumer rules.
- ▌ Grill With Docs · quantumquirkxyzA relentless interview to sharpen a plan or design, while creating docs (ADRs and glossary) as we go.
- ▌ Publish Open Pr · quantumquirkxyz bundleUse when the user wants to publish a finished subissue as an open GitHub pull request from an already-prepared issue branch — with scoped, auditable publication.
- ▌ Skill Creator · quantumquirkxyzEnhanced guide for creating effective quirk skills with structured worksheets, validation integration, and template gene
- ▌ Skill Sandbox · quantumquirkxyzCreate, test, and iterate on experimental skills in an isolated environment without affecting the canonical skills bundle.
- ▌ Data Warehouse Modeling · quantumquirkxyzDesign analytical warehouse schemas — star / snowflake / OBT — with dimension, fact, and bridge tables; partitioning; indexing; and query optimization.
- ▌ Math Probability Models · quantumquirkxyzBuild probability models — distributions, stochastic processes (Markov, Brownian, Poisson), inference — with explicit assumptions and sanity checks.
- ▌ Sec Privacy Engineering · quantumquirkxyzDesign privacy-protecting systems — GDPR / CCPA / HIPAA compliance, data minimisation, anonymisation, consent management, data retention, breach notification — with explicit privacy impact assessments.
- ▌ Cms Content Strategy · quantumquirkxyzDesign CMS content strategy — content models, taxonomy, governance, lifecycle, and multi-channel publishing — with explicit editorial ownership.
- ▌ DB Query Optimization · quantumquirkxyzOptimize database queries — indexing, query plans, cardinality, joins, and execution trade-offs — with explainable reasoning and measurement.
- ▌ Diagnosing Bugs · quantumquirkxyz bundleDiagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something intermittent, ambiguous, or hard to reproduce.
- ▌ Review Fix Loop · quantumquirkxyzOrchestrate the PR repair loop: run review-pr, use plan-review-fixes when findings exist, use implement-review-fixes to apply them, and repeat until the PR is clean or blocked. This skill coordinates the loop only.
- ▌ Docs Knowledge Base · quantumquirkxyzMaintain a repository knowledge base — glossary, durable references, indexed guidance, and consumer-oriented navigation — with explicit update rules.
- ▌ Observability · quantumquirkxyzDefine the logs, metrics, traces, and alerts needed to understand a system in production — with explicit runtime signal ownership.
- ▌ Frontend Design · quantumquirkxyzShape frontend work into a clear visual system, interaction model, and implementation seam — with explicit state and motion boundaries.
- ▌ Artifact Handoff · quantumquirkxyzTransfer structured artifacts between Skills and sessions — with explicit provenance and consumer expectations.
- ▌ Work Item Router · quantumquirkxyzForce reading the canonical work-item governance index before routing specs, tickets, project boards, or publication flows.
- ▌ Evaluate Skill · quantumquirkxyz bundleEvaluate a Skill against fixed scenarios for routing, completion, and artifact validity.
- ▌ Rule Cataloger · quantumquirkxyzExtract and classify rules across Skills by type, frequency, and application area; use when auditing the repository's shared guidance.
- ▌ Skill Promoter · quantumquirkxyzPromote validated experimental skills from the sandbox to the canonical skills bundle.
- ▌ Xr Interaction Design · quantumquirkxyzDesign XR interactions — spatial input, comfort, locomotion, hand tracking, and feedback — with clear constraints on immersion and usability.
- ▌ Devops K8S Orchestration · quantumquirkxyzDesign and configure Kubernetes orchestration — cluster architecture, deployment strategies, service mesh, observability, auto-scaling, security policies — with reproducible infrastructure.
- ▌ Devops Sre Observability · quantumquirkxyzDesign SRE / observability — SLIs, SLOs, SLAs, dashboards, alerts, incident response — with clear operational signals.
- ▌ Finance Portfolio Theory · quantumquirkxyzModern Portfolio Theory — efficient frontier, CAPM, APT, risk attribution, and performance measurement — with explicit assumptions and regime analysis.
- ▌ Math Paper Collaboration · quantumquirkxyzManage mathematical paper collaboration — Overleaf / GitHub / arXiv integration, citation tracking, version control, reproducible computation links, and co-author coordination.
- ▌ Math Presentation Beamer · quantumquirkxyzDesign mathematics presentations — Beamer slides with TikZ diagrams, colour accessibility, speaker notes, and audience-level adjustments — for seminars, conferences, or lectures.
- ▌ Physics Simulation Setup · quantumquirkxyzSet up reproducible physics simulations — Monte Carlo (GEANT4), molecular dynamics (LAMMPS), DFT (VASP, Quantum ESPRESSO), quantum dynamics (QuTiP) — with containers, parameter files, and verification.
- ▌ Sec Cryptography Applied · quantumquirkxyzApply cryptography — encryption at rest / in transit, digital signatures, key management, MACs, TLS/PKI, HSM, secure enclaves — with implementation guidance and anti-patterns.
- ▌ Compiler Design · quantumquirkxyzDesign compiler pipelines — lexing, parsing, ASTs, type checking, IR, optimization, and code generation — with correctness and modularity.
- ▌ Cs Complexity Analysis · quantumquirkxyzAnalyze algorithmic complexity — time, space, amortized cost, and lower bounds — with explicit assumptions and proof sketches.
- ▌ Capability Router · quantumquirkxyzRoute work to the best matching Skill using declared capabilities and compatibility — with explicit selection rules.
- ▌ Knowledge Curator · quantumquirkxyzKeep context, ADRs, registry entries, and research coherent over time — with refresh and provenance discipline.
- ▌ Math Teaching Problem Set · quantumquirkxyzDesign and grade math problem sets and exams — difficulty progression, rubric, anti-cheating variants, accessibility, and LaTeX layout.
- ▌ Physics Literature Search · quantumquirkxyzTrack physics literature — arXiv (hep-th, cond-mat, astro-ph, gr-qc, quant-ph, nucl-th, physics.*), INSPIRE-HEP, NASA ADS, Web of Science, citation alerts — with domain filters.
- ▌ Quant Derivatives Pricing · quantumquirkxyzPrice and calibrate derivatives (options, exotics, structured products) — Black-Scholes, trees, Monte Carlo — with Greeks, model risk, and calibration validation.
- ▌ Se Architecture Decisions · quantumquirkxyzRecord and evaluate architecture decisions (ADR format) — context, decision, consequences, trade-offs — with a review step.
- ▌ Execution Policy · quantumquirkxyzDecide whether a Skill action is allowed, requires approval, or must stop.
- ▌ Compiler Testing · quantumquirkxyzTest compilers and interpreters — parser tests, semantic tests, IR validation, golden tests, and regression checks — with explicit oracle design.
- ▌ Plan Review Fixes · quantumquirkxyzConvert review-pr findings on a GitHub PR into a concrete remediation plan and post that plan as PR comments. Use after
- ▌ Codebase Design · quantumquirkxyz bundleShared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find depth, or define a clean seam.
- ▌ Domain Modeling · quantumquirkxyz bundleBuild and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language boundary.
- ▌ API Contracts · quantumquirkxyzDefine the request and response contracts, versioning rules, and compatibility boundaries for APIs — with explicit consumer obligations.
- ▌ AI Time Series Forecasting · quantumquirkxyzDesign and evaluate time-series forecasting — ARIMA, Prophet, NeuralProphet, LSTM, Transformer — with stationarity analysis, seasonality, exogenous variables, and backtest.
- ▌ Physics Data Analysis Root · quantumquirkxyzAnalyse experimental physics data with ROOT, pandas, uproot, NumPy — calibration, systematic errors, statistical inference, result archival — with reproducible scripts.
- ▌ Workflow Improvement Tester · quantumquirkxyzA test skill to validate that the skill-creator and agent-observability improvements work together.
- ▌ Accessibility · quantumquirkxyzDesign inclusive products — WCAG compliance, assistive technology support, keyboard navigation, color contrast — with explicit user access guarantees.
- ▌ Docs Technical Writing · quantumquirkxyzWrite technical documentation — clear explanations, examples, warnings, and procedural guidance — with audience-aware structure and maintenance rules.
- ▌ Release Management · quantumquirkxyzPlan the release train, CI handoff, and rollback posture for a project — so shipping stays controlled.
- ▌ Project Development · quantumquirkxyzEvaluate a project's shape, agent fit, and architectural starting point — before the main workflow begins.
- ▌ Backend Architecture · quantumquirkxyzShape backend systems — REST/gRPC APIs, service contracts, data flow, state management, error handling — with explicit seams and caller responsibilities.
- ▌ Database Migrations · quantumquirkxyzPlan and sequence database schema changes so they can ship safely without breaking callers.
- ▌ Monitoring Alerting · quantumquirkxyzDefine the alerts, dashboards, and runtime signals that keep a project understandable in production — with explicit operator intent.
- ▌ Setup Qquirk Skills · quantumquirkxyz bundleConfigure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.
- ▌ Skill Diff Analyzer · quantumquirkxyzCompare Skill versions and explain contract, dependency, and behavior impact — use when assessing changes between two Skills.
- ▌ Math Computation Reproducible · quantumquirkxyzMake mathematical computations reproducible — SymPy, Mathematica, Magma, Sage, Julia — with versioned environments (Docker/Conda/Nix), scripts, and result archival.
- ▌ Physics Experimental Notebook · quantumquirkxyzMaintain experimental physics lab notebooks — measurements, calibration, error analysis, FAIR data principles, reproducibility — with digital and physical structure.
- ▌ Agent Observability · quantumquirkxyzCapture redacted execution records, traces, and quality signals for Skill runs with structured data for analysis.
- ▌ Networking Security · quantumquirkxyzDesign network security — segmentation, firewalls, VPNs, TLS, authentication, and threat boundaries — with explicit trust zones.
- ▌ Writing Great Skills · quantumquirkxyz bundleReference for writing and editing skills well — the vocabulary and principles that make a skill predictable.
- ▌ Implement Review Fixes · quantumquirkxyzRead a GitHub PR remediation plan produced by plan-review-fixes, implement the planned corrections through the repositor
- ▌ Networking Protocols · quantumquirkxyzAnalyze network protocols — packet formats, handshakes, congestion control, routing, and transport behavior — with explicit timing and failure assumptions.
- ▌ Physics Reproducibility Archive · quantumquirkxyzMake physics research reproducible and archive it — Zenodo DOI, GitHub + container (Docker/Apptainer), data preservation, code review, and open-science compliance for journals and funders.
- ▌ Integration Playground · quantumquirkxyzCreate a disposable fixture environment for safely exercising Skills against local APIs, data, and files; use when testing a Skill with isolated local fixtures.
- ▌ Research Data Archiving · quantumquirkxyzArchive research data — metadata, storage, preservation, provenance, and reuse planning — with reproducibility and access controls.
- ▌ Skill Dependency Graph · quantumquirkxyzBuild a dependency graph that exposes central Skills, cycles, and unnecessary coupling — use when analyzing Skill modularity.
- ▌ Skill Testing Framework · quantumquirkxyzValidate Skill structure, contracts, dependencies, anti-patterns, and isolated execution — use when checking a Skill before promotion.
- ▌ Accessibility Design · quantumquirkxyzDesign accessible interfaces — semantics, focus management, keyboard flows, contrast, and assistive-technology compatibility — with inclusive interaction patterns.
- ▌ Resolving Merge Conflicts · quantumquirkxyzUse when you need to resolve a conflicted or blocked branch state: in-progress git merge/rebase conflicts, PR branch corrections, or other branch-state blockers that need deliberate resolution.
- ▌ Skill Template Generator · quantumquirkxyzGenerate an interactive, contract-complete Skill template in the sandbox — use when starting a new Skill with the lab's scaffolding.
- ▌ Research Literature Review · quantumquirkxyzReview research literature — search strategy, screening, synthesis, citation tracking, and evidence grading — with transparent inclusion criteria.
- ▌ Skill Performance Metrics · quantumquirkxyzSummarize Skill execution duration, success rate, and available run evidence — use when measuring Skill performance from logs and records.
- ▌ Interactive Tutorial Builder · quantumquirkxyzGenerate a focused tutorial with goals, exercise inputs, expected outputs, and checkpoints for any Skill; use when teaching or onboarding someone to a Skill.
- ▌ Professional Communication · quantumquirkxyzImprove professional communication — status updates, stakeholder messages, expectations, and escalation — with clarity and precision.
- ▌ Contribution Workflow Optimizer · quantumquirkxyzInspect changed Skills and recommend contribution improvements across standards, docs, tests, and examples; use when eva
- ▌ Professional Project Management · quantumquirkxyzManage professional projects — scope, milestones, risks, dependencies, and stakeholder alignment — with explicit planning and tracking artifacts.