Business & Operations

When the user needs to filter job opportunities based on multiple business criteria including salary thresholds, work type (remote/on-site), position titles, and location constraints. This skill parses salary ranges, validates minimum requirements, matches position titles against target roles, and applies logical AND/OR conditions across multiple criteria. Triggers include 'minimum salary', 'on-site/remote', 'position is', 'meets criteria', or when evaluating job opportunities against specifi...

Processes job applications by extracting candidate information from resumes (PDF files), updating HR databases (Notion), and managing candidate communications. Automates the end-to-end recruitment workflow including resume parsing, database updates, and automated rejection emails.

When the user needs to find graduate programs based on specific ranking criteria, geographical constraints, and filtering requirements. This skill extracts university rankings from academic ranking websites (like CSRankings), filters programs by specific criteria (ranking position, research areas, year), geocodes locations, calculates driving distances from a reference point, and compiles structured data into formatted reports. It handles web scraping of ranking data, geographic distance calc...

When the user needs to validate employee expense claims against company policies and supporting documentation. This skill extracts and analyzes expense claim PDFs and corresponding invoices, verifies that all claimed items have matching receipts with correct amounts, and checks compliance with destination-specific expense caps based on employee levels. Triggers include expense claim processing, reimbursement validation, policy compliance checking, invoice verification, or when dealing with tr...

When the user needs to search and analyze emails for specific content patterns, particularly for tracking submissions, communications, or specific file types. This skill performs intelligent email searches with multiple keyword variations, extracts structured information from email subjects and metadata, and identifies patterns in submission data. Triggers include searching for assignment submissions, finding emails with specific patterns, extracting submission timestamps, analyzing email met...

Calculates distances and travel times between multiple locations for route planning or optimization. Computes a complete distance matrix, supports different travel modes, and returns both distance and time estimates.

When the user needs to export analytical results or filtered datasets to CSV files for reporting or further processing. This skill formats data with appropriate headers, structures columns logically, handles numerical precision, sorts data meaningfully, and writes to specified file paths. Triggers include requests to save analysis results, create export files, generate reports in CSV format, or prepare data for external systems.

When the user needs to send automated email notifications for expense claim issues to employees and their managers. This skill generates context-specific email templates for different violation types (missing documentation vs. policy overages), includes detailed issue descriptions, and sends notifications with proper CC to managers. Triggers include compliance notification sending, policy violation alerts, expense claim review requests, or when automated communication is needed for documentat...

When the user needs explanations of compiler principles concepts, particularly symbol tables, semantic analysis, and related implementation details. This skill provides detailed explanations of functional vs. imperative symbol tables, insertion operations, scope management, and code implementations. It's triggered by technical questions about 'symbol tables', 'compiler principles', 'semantic analysis', 'functional vs. imperative', or 'scope management'.

When the user needs to create or manage quizzes in Canvas Learning Management System, particularly when they provide quiz questions and answers that need to be formatted and uploaded. This skill handles the complete workflow including 1) Finding the target course in Canvas, 2) Creating a new quiz with proper metadata (title, description, quiz type), 3) Adding multiple-choice questions with correct answer weights, 4) Verifying the quiz creation and providing a summary. Use this skill when user...

When the user requests analysis of A/B test results from BigQuery data to determine a winner and execute cloud-based actions based on the outcome. This skill handles 1) Querying and analyzing clickstream data from BigQuery datasets, 2) Calculating conversion rates across multiple scenarios, 3) Determining the winner based on arithmetic mean of per-scenario rates, 4) Filling CSV reports with results, 5) Executing conditional cloud operations - creating Cloud Storage buckets when version B wins...

Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video, extract text from recordings, or label speakers in interviews or meetings.

Use when you need to connect to the SciGraph SCP server for OM (ontology for units of measurement, dimensions, and unit conversion/dimensional analysis) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for MatMechOnto (MaterioMiner dataset linking a materials mechanics ontology with fine-grained literature entity annotations; supports NER and CPMP relation extraction) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for KCL (knowledge graph of microscopic chemical associations among common elements; supports knowledge-guided augmentation/message passing for molecular graphs) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for KANO-ChEBI / ElementKG-CHEBI (knowledge graph integrating element properties and functional group hierarchies from Periodic Table/Wikipedia/ChEBI to support KANO molecular representation learning and functional prompting) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for ClinicalKG/CKG (Clinical Knowledge Graph database dump for building Neo4j; proteomics + clinical decision support) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Generate McKinsey-style board presentation PPTs from weekly auto insurance data. Automatically calculates 16+ KPIs, creates executive-level slides with actionable insights, and supports week-over-week comparisons. Use when user uploads insurance cost data (Excel/CSV) and requests board report, weekly presentation, executive briefing, or mentions keywords like 董事会汇报, 周报PPT, 经营分析演示, McKinsey-style reports.

Wealth management and financial planning for HNW and UHNW clients. Activate when the user mentions wealth management, financial planning, retirement, estate planning, tax planning, GRAT, IDGT, trust, asset allocation, withdrawal rate, Monte Carlo simulation, goals-based investing, tax-loss harvesting, Roth conversion, insurance, annuity, mortgage strategy, concentrated stock, family office, direct indexing, 529 plan, charitable giving, donor-advised fund, private foundation, or asks about per...

Analyze vendor and contractor coordination systems for performance scoring, competitive bid evaluation, SLA compliance tracking, and vendor risk assessment. Covers scorecard frameworks (quality, timeliness, cost, safety), procurement workflow optimization, RFP/RFQ process evaluation, contract structure analysis, insurance and compliance verification, diversity program tracking, and vendor concentration risk for facilities, IT, and service operations.

Insurance underwriting domain knowledge for building automated submission processing systems. Covers submission-to-bind lifecycle, document extraction patterns, compliance gates (sanctions, licensing, clearance), human-in-the-loop design for regulated financial services, confidence calibration for extracted fields, operating mode progression (manual to automated), and evidence traceability requirements. Use when designing or implementing underwriting pipelines, extraction agents, compliance w...

Analyze insurance underwriting systems for risk assessment accuracy, pricing adequacy, and portfolio exposure management. Evaluates predictive models (GLM, GBM), rating algorithms, loss ratio performance by line of business, guideline automation engines, regulatory compliance (NAIC, SERFF filings), and model governance following SR 11-7 standards across personal, commercial, and specialty lines.

Generate templated responses for common legal inquiries under English law (England & Wales). Covers DSARs (UK GDPR), disclosure/litigation holds (CPR), privacy inquiries, vendor questions, NDA requests, witness summons/legal process, and insurance notifications. Identifies when situations require individualised solicitor attention.

Expert knowledge of trygdeavgift (social insurance charge) domain in melosys-api. Use when: (1) Understanding avgift calculation for different member types, (2) Debugging årsavregning (annual reconciliation) processing, (3) Understanding fakturering flow to OEBS/faktureringskomponenten, (4) Investigating avgiftssatser and calculation rules per year, (5) Understanding skatteforhold and inntektskilder, (6) Debugging trygdeavgiftsperiode generation and storage, (7) Understanding the 25% rule and...