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Overview

This page contains specialized AI agent templates for various domain-specific applications. Each template is configured with custom prompts, tools, and workflows to provide expert-level assistance in its respective field.

Engineering/Heavy Industry

Enterprise & Legal

Aerospace

Semiconductor

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Engineering / Heavy Industry

Drilling Operations Advisor (drilling_operations_advisor.yml) A decision support specialist for oil and gas drilling operations that analyzes real-time drilling data and offset well performance:
  • Risk Identification: Stuck pipe, kicks, lost circulation, wellbore instability
  • Data Analysis: MWD/LWD data, geological prognosis, alarm sequences, drilling parameters
  • Performance Optimization: ROP benchmarking, parameter recommendations, NPT reduction
  • Regulatory Context: SPE papers, IADC guidelines, industry best practices
Use Cases: Real-time drilling optimization, risk assessment, NPT prevention, offset well analysis Equipment Failure Predictive Maintenance (equipment_failure_predictive_maintenance.yml) A reliability engineering advisor for industrial facilities that predicts equipment failures before they occur:
  • Condition Monitoring: Vibration analysis, oil analysis, thermal imaging, ultrasonic testing
  • Failure Mode Analysis: FMEA documents, OEM manuals, historical failure patterns
  • Maintenance Planning: Intervention timing, parts availability, cost-benefit analysis
  • Risk Assessment: Criticality evaluation, failure probability, production impact
Use Cases: Predictive maintenance, equipment reliability analysis, maintenance scheduling, failure investigation Process Safety Incident Investigator (process_safety_incident_investigator.yml) A systematic incident investigation specialist for chemical and petrochemical facilities:
  • Investigation Protocol: Timeline reconstruction, barrier analysis (Swiss Cheese model), root cause identification
  • Data Sources: Alarm historian, DCS parameters, P&IDs, HAZOP reports, SOPs, MOC records
  • Regulatory Compliance: OSHA PSM, EPA RMP, CSB database searches
  • Output: Comprehensive investigation reports with CAPA recommendations
Use Cases: Process safety investigations, near-miss analysis, NPT root cause analysis, safety audits
Fast Search (fast_search.yaml) A streamlined, lightweight search template for quick document retrieval and response generation:
  • Simple Architecture: Direct search-to-response pipeline without multi-turn research
  • Fast Performance: Minimal configuration for rapid queries
  • Basic RAG: Standard retrieval with citation and groundedness tracking
Use Cases: Quick lookups, simple Q&A, straightforward document search Patent Reasoning (patent_reasoning.yaml) A specialized patent analysis agent that conducts rigorous legal-technical investigations:
  • Analysis Types: Prior art search, claim interpretation, infringement analysis, freedom to operate
  • Claim Decomposition: Element-by-element parsing, means-plus-function identification
  • Search Strategy: Patent classification search, citation chains, non-patent prior art
  • Legal Framework: Anticipation, obviousness, doctrine of equivalents
Use Cases: Patent validity analysis, infringement assessment, prior art searches, claim construction Deep Research (deep_research.yml) A comprehensive retrieval-augmented research assistant that conducts thorough, multi-step investigations across document repositories. Follows a structured five-phase protocol:
  • Query Analysis & Planning: Decomposes questions into sub-questions and creates search strategies
  • Broad Discovery: Maps the information landscape with diverse searches
  • Deep Exploration: Drills into promising areas with targeted queries
  • Gap Analysis: Identifies and fills blind spots in retrieved information
  • Synthesis: Integrates findings with precise citations
Use Cases: Academic research, technical documentation analysis, comprehensive fact-finding Demand Forecasting (demand_forecasting.yml) An intelligent supply chain planning assistant designed for demand planners, inventory managers, and business analysts. Provides end-to-end forecasting capabilities:
  • Data Sources: Sales history, inventory levels, supplier information, market reports, forecast accuracy metrics
  • Analysis Tools: Statistical forecasting, code execution for calculations, trend visualization
  • Output Options: Forecast reports, charts, executive presentations (PowerPoint generation)
  • External Intelligence: Web search for market trends and economic indicators
Use Cases: Demand planning, inventory optimization, sales trend analysis, safety stock calculations

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Aerospace

Rocket Anomaly Detection (rocket_anomaly_detection.yml) A propulsion anomaly investigation agent for rocket engine test engineers:
  • Anomaly Characterization: Identifies performance deviations from expected parameters
  • Data Integration: Test telemetry, hardware change logs, manufacturing records, historical anomaly databases
  • Pattern Matching: Correlates symptoms with known failure mode signatures
  • Root Cause Analysis: Systematically narrows down potential causes using evidence
Use Cases: Post-test anomaly investigation, engine performance diagnosis, failure mode identification Rocket Test Readiness Compliance Agent (rocket_test_readiness_compliance_agent.yml) A Test Readiness Review (TRR) assistant for rocket propulsion testing compliance:
  • Standards Compliance: NASA-STD-8719.24, NPR 8715.3, NASA-STD-8719.12, NASA-STD-5012, NASA-STD-8739.8
  • Verification Checks: Instrumentation calibration, propellant qualification, safety reviews, personnel certifications
  • Data Cross-Reference: Matches regulatory requirements against actual test data
  • Output: TRR verification matrices with go/no-go recommendations
Use Cases: Pre-test readiness verification, regulatory compliance checks, safety certification

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Semiconductor

Semiconductor Test Program Generation (semiconductor_test_program_generation.yml) A specialized assistant for generating test programs for semiconductor devices:
  • Documentation Analysis: Datasheets, test specifications, application notes, pin configurations
  • Test Program Elements: Device configuration, test sequences, parametric tests, pass/fail criteria
  • Technical Parameters: Electrical characteristics, timing parameters, voltage levels, current ratings
  • Output: Complete test programs with proper citations to source documentation
Use Cases: Semiconductor test development, ATE programming, device validation, quality assurance Semiconductor Tech Customer Support (semis_tech_customer_support.yml) A technical support assistant specializing in semiconductor product troubleshooting:
  • Knowledge Sources: Product manuals, datasheets, application notes, support case history database
  • Issue Resolution: Functional failures, performance degradation, integration challenges, design limitations
  • Interface Support: SPI, I2C, UART, USB, Ethernet, PCIe
  • Presentation Generation: Creates PowerPoint presentations for technical findings
Use Cases: Customer support, technical troubleshooting, product integration assistance, design advisory