Data & Analytics

Audit public sector and government resource allocation systems for budget optimization algorithms (zero-based, incremental, performance-based), service demand forecasting (ARIMA, Prophet, regression), equity-based distribution scoring (CDC SVI, environmental justice indices, disparate impact analysis), GIS geographic coverage and service gap analysis, workload-based staffing models, grant drawdown compliance tracking, and transparency dashboard reporting for municipal, county, and state agenc...

Audit manufacturing predictive maintenance systems for OPC-UA/MQTT sensor data pipelines, time-series storage retention, ML model lifecycle (training-serving skew, drift detection, retraining triggers), MTBF/MTTF/MTTR reliability calculations, Weibull survival analysis, RUL prediction accuracy, alert threshold tuning and false positive management, CMMS/ERP integration, spare parts demand forecasting, and OT/IT security segmentation.

Audit investment portfolio management software for mean-variance optimization, Black-Litterman model, risk parity allocation, VaR/CVaR risk metrics, Brinson performance attribution, tax-loss harvesting rebalancing logic, Sharpe ratio calculations, efficient frontier accuracy, and GIPS-compliant reporting in wealth management and robo-advisor codebases.

Plausible Analytics is a lightweight, open-source, privacy-friendly alternative to Google Analytics. It requires no cookies, is fully GDPR/CCPA/PECR compliant, and provides a clean single-page dashboard with all essential website metrics and traffic insights.

Identify and eliminate host-device synchronizations in PyTorch code. Detects sync points (.item(), .cpu(), boolean indexing, torch.tensor on CUDA), classifies false vs true dependencies, provides sync-free alternatives. Triggers: sync-free, synchronization, .item(), .cpu(), host-device sync, eliminate syncs, CPU stall, non_blocking, set_sync_debug_mode, cudaStreamSynchronize, cudaEventSynchronize, remove syncs, async GPU.

Clinical research outcome extraction for meta-analysis. Use when users need to extract outcome measures (binary, continuous, or survival data) from clinical research papers for systematic review and meta-analysis. Handles both database lookup by PMID and real-time LLM extraction.

'Analyze git repositories to build a security ownership topology (people-to-file), compute

Längsgerichtete Baselines des Inhalts von CLI-Binaries über Versionen hinweg etablieren und pflegen. Behandelt Markerauswahl nach Kategorie (API / Identität / Config / Telemetrie / Flag / Funktion), gewichtete Bewertung, schwellenbasierte System-Präsenzerkennung und versions- spezifische Baseline-Einträge. Einzusetzen, wenn der Lebenszyklus eines Features über Releases hinweg verfolgt wird, wenn auf dunkel ausgerollte oder entfernte Fähigkeiten geprüft wird oder wenn verifiziert werden soll, ...

Generate meta-analysis forest plots for binary classification data. Input is a CSV file containing study names, event counts and sample sizes for experimental and control groups. Output includes forest plot PNG and data table CSV.

Audit litigation analytics and case outcome prediction systems -- ML outcome models (logistic regression, gradient boosting, neural nets with temporal train/test splits), settlement range modeling (Monte Carlo simulation, comparable case matching, BATNA analysis), litigation cost forecasting by phase, judge profiling and venue analysis (win rates, motion grant rates, bias safeguards), precedent matching engines (semantic search, citation graph traversal, authority ranking), statute of limitat...

Esta skill deve ser usada quando o usuário solicitar candidaturas automáticas em vagas do LinkedIn relacionadas a Inteligência Artificial (IA) no Brasil, priorizando vagas com cadastro simplificado (Easy Apply). A skill filtra vagas por palavras-chave de IA, localização no Brasil, nível de senioridade (se especificado) e tipo de candidatura simplificada.

Esta skill deve ser usada quando o usuário solicitar candidaturas automáticas em vagas do LinkedIn relacionadas a Inteligência Artificial (IA) no Brasil, priorizando vagas com cadastro simplificado (Easy Apply). A skill filtra vagas por palavras-chave de IA, localização no Brasil, nível de senioridade (se especificado) e tipo de candidatura simplificada.

Manage Langfuse data export, retention, and compliance requirements. Use when exporting trace data, configuring retention policies, or implementing data compliance for LLM observability. Trigger with phrases like "langfuse data export", "langfuse retention", "langfuse GDPR", "langfuse compliance", "export langfuse traces".

Legt für Massenprüfungen ein Batchregister mit Gläubigerstamm, Prüfnummern, Status, Wiedervorlagen und Audit-Trail an.

Clinical terminology, healthcare compliance (HIPAA/HITECH), patient safety, and health data management.

Referensi lengkap semua API endpoint GovConnect untuk testing: auth, laporan/complaint, layanan/service request, kategori, nomor penting, AI webhook, knowledge base, superadmin, dan public forms. Termasuk contoh request PowerShell dan curl untuk setiap endpoint. Gunakan skill ini saat melakukan API testing GovConnect.

Pure mathematical structure. Sets, groups, rings, fields, topology — the formal bedrock everything else rests on.

Use this Skill to analyze food systems data from FAOSTAT: production/trade/food balance sheets, food security indicators, dietary diversity, and trade flow Sankey diagrams.

Kompletni pipeline pro pripravu pravniho podani. Phase 1 = Build (konsolidace, struktura, zestihleni, podpurne materialy). Phase 2 = Verify (5x seriova kontrola jinou instanci: validation, compliance, opposition, security, legal+law). Phase 3 = 5 LOCKS + send. Trigger: 'filing pipeline', 'priprav podani', 'konsoliduj', 'kontrola podani'.

Build auditable Excel workbooks headless with openpyxl — blue/black/green cell conventions, formulas over hardcodes, named ranges, balance checks, sensitivity tables. Use for financial models, audit outputs, reconciliations.

Monitor environmental conditions on construction sites. Track air quality, noise levels, vibration, dust, and weather to ensure compliance and worker safety.

Search EMDB cryo-EM density maps, fitted atomic models, and metadata via REST API. Query by keyword, resolution, method, or organism; fetch entries, map URLs, linked PDB models, and publications. No auth. For atomic coordinates use pdb-database; for AlphaFold predictions use alphafold-database-access.

Query remote Parquet files via HTTP without downloading using DuckDB httpfs. Leverage column pruning, row filtering, and range requests for efficient bandwidth usage. Use for crypto/trading data distribution and analytics.

Validates code and provides physics reasoning for the 2-D injection-production doublet model using streamline methods. Use when modifying streamline geometry, transport calculations (hydrodynamic, chemical, thermal), breakthrough curves, or Green's function kernels. Also use when debugging simulation behavior or explaining physics concepts.