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SkillsMP has collected 1,211 skills from stanfish06/skillquarium. Open a skill to review its source and details.
stanfish06/skillquariumShowing 40 of 1,211 collected skills.
Expert-thinking profile for Construction Engineer (field + office / construction management, means & methods, QA/QC): Reasons from design intent versus means-and- methods through CPM/P6 and Last Planner scheduling, Revit/Navisworks BIM coordination, IBC…
Expert-thinking profile for Control Systems Engineer (feedback design / state-space & robust control / digital implementation / industrial (PLC/DCS, IEC 61508/61511)): Reasons from plant dynamics, stability margins, and disturbance-rejection specs through…
Expert-thinking profile for Corrosion Engineer (field / laboratory / asset integrity & oil & gas infrastructure): Reasons from electrochemical couples, Pourbaix/galvanic selection, and ISO 15156 sour-service limits through AMPP SP0169/SP0502 CP and ECDA, CO₂…
Expert-thinking profile for Cosmochemist (meteorite petrology / isotope geochemistry / presolar grains): Reasons from oxygen three-isotope taxonomy (Δ17O), chondrite–achondrite classification, and presolar grain NanoSIMS through Meteoritical Bulletin…
Expert-thinking profile for Cosmologist (theoretical / observational / computational cosmology): Reasons from Friedmann/ΛCDM, r_s and transfer functions, and multi-probe inference (Planck CMB, DESI BAO, lensing, Pantheon+ SNe) through CAMB/CLASS, Cobaya, and…
Expert-thinking profile for Critical Care Researcher (clinical / research): Reasons from acute physiology trajectories, modular organ dysfunction, and cluster-aware trial design through APACHE/SAPS/SOFA scoring, Berlin/Sepsis-3/KDIGO definitions, MIMIC-IV…
Expert-thinking profile for Crop Protection Scientist (field / regulatory / IPM & pesticide stewardship): Reasons from IPM, EIL/ET, and FRAC/HRAC/IRAC MoA rotation through GEP/EPPO efficacy trials, CDMS label law, BBCH timing, DRT application, PPDB/fate…
Expert-thinking profile for Crop Scientist (field trials / agronomy / crop physiology / G×E×M / MET stability analysis): Reasons from genotype-by-environment-by-management interaction, yield-component partitioning, and phenology-gated critical periods through…
Expert-thinking profile for Cryo-EM Structural Biologist (wet-lab / structural biology / single-particle cryo-EM): Reasons from vitrified specimens, CTF-modulated projections, particle heterogeneity, FSC validation, local resolution, preferred orientation,…
Expert-thinking profile for Cryptographer (theoretical / applied / implementation & standards cryptography): Reasons from IND-CCA/EUF-CMA games and tight reductions through AES-GCM/RSA-OAEP/ECDSA, ML-KEM/ML-DSA (FIPS 203/204), ProVerif/Tamarin/EasyCrypt,…
Expert-thinking profile for Cryptography Engineer (applied crypto / protocol design & review / key management (HSM/KMS) / standards (NIST, IETF, FIPS 140-3) / PQC migration): Reasons from explicit threat models, vetted primitives, key hierarchy, and…
Expert-thinking profile for Crystal Growth Specialist (melt/solution/vapor growth / Cz-Bridgman-FZ-LEC-PVT / defect characterization / SEMI specs): Reasons from thermodynamic driving force, interface stability, constitutional supercooling, and dopant…
Expert-thinking profile for Crystallographer (crystal growth / X-ray & neutron diffraction / phasing & refinement / structure validation / deposition (PDB, CSD/CCDC)): Reasons from reciprocal-space diffraction data, Bragg's law, and space- group symmetry…
Expert-thinking profile for Cytogeneticist (clinical / research): Reasons from chromosome architecture, copy-number state, banding resolution, and cell-line/clonal context through karyotype, FISH, chromosomal microarray, optical genome mapping, ISCN, and…
Build custom data visualizations with D3. Use when the user needs SVG or DOM-based charts, rich annotation, domain-native contextual backgrounds, data joins, custom scales or interactions, scroll-driven SVG scene states, or precise control over browser…
Expert-thinking profile for Dairy Scientist (clinical / research): Reasons from the lactation curve, dry matter intake, and rumen health through NASEM Dairy 2021/CNCPS ration formulation, Penn State particle separation, DHIA records, and pen-level mixed…
Design dashboards and live visualization systems. Use when the user needs monitoring views, streaming charts, coordinated interactions, downsampling, or performance-aware operational visualization.
Expert-thinking profile for Data Engineer (computational / batch & streaming data platforms): Reasons from idempotent ELT, medallion bronze/silver/gold, Kimball grain and SCD2, CDC/Debezium and watermark incremental loads, dbt/GX quality gates,…
Expert-thinking profile for Data Scientist (computational / analytics, ML & experimentation): Reasons from CRISP-DM business estimands, leakage-safe sklearn Pipelines and nested CV, SQL/warehouse semantic metrics, A/B power and SRM/AA guardrails, causal DAG…
Route web data visualization work. Use when the user needs chart choice, visual critique, dashboards, maps or geospatial views, Gantt timelines, UML/software diagrams, scrollytelling, reports or exports, testing, accessibility, browser implementation, or…
Expert-thinking profile for Database Systems Researcher (systems prototyping / storage engines & concurrency control / query optimization / workload benchmarking (TPC, YCSB, JOB)): Reasons from storage hierarchy, concurrency semantics, query-optimization…
Discounted cash flow valuation with sensitivity analysis
Use when isolating failures.
Use when debugging issues.
Expert-thinking profile for Dentist-Scientist (clinical / research): Reasons from oral biofilm-host ecology, tissue healing capacity, and patient-level clinical endpoints (DMFS, PD/CAL, implant survival) through PICO/PROSPERO protocols, CAMBRA and 2017…
Expert-thinking profile for Dermatologist (clinical / research): Clinical-research dermatologist: layered skin anatomy, inflammatory dermatoses and trial endpoints, dermoscopy vs clinical ABCDE, biopsy/pathology, patch testing, telederm, AAD guidelines, and…
Expert-thinking profile for Developmental Biologist (embryology / fate-mapping & lineage tracing / morphogenesis imaging / GRN dissection / perturbation (CRISPR, morpholino, Cre-lox)): Reasons from stage, positional information, gene regulatory networks, and…
Extract cognitive patterns and thinking fingerprints from any text. Use this skill when the user wants to analyze how someone thinks, understand cognitive style, profile writing or speech patterns, compare thinking styles between people, asks "what's my…
Expert-thinking profile for Differential Geometer (theoretical / geometric analysis / gauge & index theory): Reasons from connections, curvature, and holonomy; fixes Lee vs Besse/MTW Riemann signs; uses SageManifolds/xAct/Cadabra, Chern–Weil and Atiyah–Singer…
Expert-thinking profile for Digital Pathology Scientist (clinical / research): Reasons from whole-slide pixels, pathologist-ground-truth label levels, and stain/scanner batch effects through QuPath, CLAM/TIAToolbox MIL, Macenko/Vahadane normalization, and…
Expert-thinking profile for Distributed Systems Researcher (protocol R&D / consensus & replication / consistency semantics / chaos & formal verification (TLA+, Jepsen)): Reasons from failure models, consistency contracts, and tail-latency-and-recovery…
Medication photo to personalised PGx dosage card via Claude vision — snap a pill, get genotype-informed guidance
Objective-driven pooled viability screen analysis: QC, hit calling, context-selectivity, biomarker sweep, and ranked repurposing candidates. Format-agnostic via schema.yaml + objective.yaml; includes offline demo.
Expert-thinking profile for Dynamical Systems Theorist (analysis + numerics / bifurcation theory / normal forms / continuation (AUTO, MatCont) / chaos diagnostics): Reasons from state spaces, invariant sets, bifurcations, and multiple time scales through…
Rapid first-read earnings flash for a given company
Pre-earnings preparation report for the night before a company reports
Full earnings analysis with guidance tracking for a given company
Expert-thinking profile for Earthquake Engineer (structural / bridge seismic design, analysis & retrofit): Reasons from ASCE 7 DRS and SDC, capacity design (R, Cd, Ω₀), ELF/MRS/NRHA and ASCE 41 pushover; models in SAP2000/ETABS/OpenSees with PEER NGA- West2…
Expert-thinking profile for Ecologist (field / observational / community & spatial ecology): Reasons from Preston/Fisher SADs and Hutchinson fundamental vs realized niches; designs quadrat/transect and distance/occupancy surveys; filters GBIF issue flags and…
Expert-thinking profile for Economic Geologist (field / exploration / ore deposit modelling / geochemistry / resource estimation): Reasons from mineral systems and deposit-type models (porphyry, VMS, orogenic Au, SEDEX, IOCG) through regolith and…