Conduct participant observation, fieldwork, immersion, and thick description documentation in diverse cultural settings

EU MDR General Safety and Performance Requirements (GSPR) mapping and compliance documentation skill

Validate EV code signing certificate chain and timestamp for Windows SmartScreen

Evaluate epistemic warrant, assess evidence quality and relevance, apply epistemic standards appropriate to different domains, and identify sources of knowledge

Automated calculation of all earned value metrics and forecasts

Scores company readiness across financial, operational, governance dimensions

E&L study design and data analysis skill for chemical characterization of medical devices

Design and facilitate engaging professional development workshops using adult learning principles and active learning strategies

Fatigue life prediction skill for implants and load-bearing devices using validated approaches

Finite Element Analysis skill for linear and nonlinear structural analysis, modal analysis, and load combination processing

Few-shot example generation and optimization for improved LLM performance

Cross-platform file dialog implementation for open, save, and directory selection

Set up cross-platform file system watching with debouncing and efficient change detection

Automated financial dashboard and KPI visualization skill with executive reporting capabilities

Validates financial model assumptions, checks formula integrity, stress tests scenarios

5S workplace organization audit skill with scoring, photo documentation, and sustainability tracking

Generate Flatpak manifest with proper permissions and sandboxing

Model optimization problems as network flow problems

Fluorescence spectroscopy skill for quantum dot characterization, FRET measurements, and photoluminescence analysis

Fraud risk assessment skill based on the fraud triangle with red flag detection

Automated freight bill validation skill with discrepancy detection and payment processing automation

Foreign exchange exposure analysis and hedging strategy skill with hedge effectiveness testing

Measurement System Analysis (MSA) skill for Gage R&R studies with variance component analysis and measurement adequacy assessment

Generate and manage Gantt chart visualizations from schedule data with interactive timeline views

Implement GDPR-compliant consent management for desktop applications

Implement computational geometry algorithms

Provide robust computational geometry primitives

Create spatial visualizations and geographic analyses for historical and cultural research questions using QGIS/ArcGIS

GitHub Actions for web app CI/CD, testing, and deployment.

Register and manage global keyboard shortcuts across desktop platforms

Go SDK development with idiomatic patterns

Godot multiplayer skill for high-level networking API, RPCs, and peer-to-peer networking.

Godot physics skill for rigid bodies, areas, collision layers, and raycasting.

Compose compelling research narratives for NEH, ACLS, and foundation funding proposals with clear significance statements

Sustainability assessment skill for evaluating and designing environmentally friendly nanomaterial synthesis routes

Haystack NLP pipeline configuration for document processing and QA

Facilitate interoperability between health IT systems including EHR, HIE, and clinical decision support through HL7, FHIR, and other healthcare data standards

Urgent issue classification, root cause analysis, and fast-path routing for production hotfixes

Hugging Face transformer model fine-tuning and inference for intent classification

Generates investment committee memos from due diligence artifacts

Configure Internal Developer Platform (IDP) components

Medical device software lifecycle management skill implementing IEC 62304 requirements

Medical image processing algorithm validation skill for segmentation, detection, and analysis algorithms

Industry and competitive analysis skill with Porter's Five Forces and market structure analysis

Plan, record, edit, and produce instructional video content including screencasts, demonstrations, and talking-head videos

Automated intercompany transaction identification and elimination skill for consolidated reporting

Conduct semi-structured interviews and moderate focus groups with rapport building, probing techniques, and group dynamics management

Simulate realistic coding interview experience

Identify and verify loop invariants for correctness proofs

Manage investor pipeline and fundraising process

Maps co-investor relationships, syndication history, and network connections

Patent landscape analysis, IP strength assessment, freedom to operate review

Transcribe speech using International Phonetic Alphabet and analyze sound systems including phonotactics and phonological rules

Biological evaluation planning skill implementing ISO 10993-1 for biocompatibility testing strategy

Comprehensive risk management skill implementing ISO 14971:2019 methodology for medical device risk analysis

Track and manage project issues with escalation and resolution workflows

Java SDK development for enterprise environments

Jest configuration, mocking strategies, snapshot testing, and coverage.

Generates K-1 schedules for partner distributions with tax allocations

Rapid improvement workshop planning and execution skill with team coordination, metrics tracking, and follow-up management

Pull-based production control system design skill with WIP limits, replenishment triggers, and visual management boards

Keyboard accessibility, focus management, and shortcuts.

Manage credentials in OS keychains across Windows, macOS, and Linux

Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph

Aggregates KPIs from portfolio companies, normalizes metrics

AI-powered workforce planning and task assignment skill to maximize warehouse labor efficiency

LangChain chain composition including SequentialChain, RouterChain, and LCEL patterns

LangChain retriever implementation with various retrieval strategies for RAG applications

LangChain tool creation and integration utilities for agent systems

LangFuse LLM observability integration for tracing, analytics, and cost tracking

LangGraph checkpoint and persistence configuration for stateful workflow management

Human-in-the-loop integration for LangGraph workflows with approval and intervention points

Conditional edge routing and state-based transitions for LangGraph workflows

Subgraph composition and modular workflow design for LangGraph

Leveraged Buyout model construction skill for private equity transaction analysis

Analyze learner data from LMS reports, assessments, and engagement metrics to identify patterns and inform instructional decisions

Write measurable, SMART learning objectives using Bloom's Taxonomy cognitive levels aligned with desired outcomes and assessment strategies

Design instructional strategies that promote knowledge and skill transfer to real-world application contexts

ASC 842/IFRS 16 lease accounting skill for right-of-use asset and liability calculations

Capture, categorize, and retrieve project lessons learned for organizational learning

Surface chemistry skill for managing ligand exchange reactions, bioconjugation protocols, and functional group quantification

Normalize line endings for cross-platform file handling with CRLF/LF conversion and git configuration.

Sign Linux packages with GPG keys for secure distribution

Perform systematic textual analysis identifying patterns in language, imagery, narrative structure, and rhetorical devices

LlamaIndex agent and query engine setup for RAG-powered agents

LLM-based zero-shot and few-shot classification for flexible intent detection

Configure learning management system settings, user roles, course templates, gradebooks, and third-party integrations

Execute macOS code signing with Developer ID and hardened runtime requirements

Technical debt management including branch cleanup, doc verification, TODO scanning, and dependency auditing

TAM/SAM/SOM calculation with data source integration (CB Insights, PitchBook, etc.)

Integration with marketing analytics and measurement platforms

Marketing automation platform operations and workflow design

Generate .NET MAUI project with platform-specific handlers for desktop and mobile

Create mock MCP client for server testing with request/response simulation.

Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement opportunities and coding errors

Intelligent scheduling with partner/associate availability and timezone management