DevOps & Infra

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Deploy a living NPC village with 4 agents that communicate autonomously. Use this skill when: 1. User wants to set up a game NPC network with emergent behavior 2. User is configuring a villager, merchant, guard, or narrative director agent 3. User asks about NPC-to-NPC communication, dynamic economies, or emergent narratives Do NOT use this skill when: - User wants a single chatbot NPC (use pilot-chat instead) - User wants a simple alert system (use pilot-alert instead)

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Deploy an MCP and A2A bridge fleet with 3 agents. Use this skill when: 1. User wants to bridge MCP servers or A2A agents onto the Pilot network 2. User is configuring an MCP gateway, A2A bridge, or tool registry agent 3. User asks about connecting different agent ecosystems over Pilot tunnels Do NOT use this skill when: - User wants a single MCP bridge (use pilot-mcp-bridge instead) - User wants a single A2A connection (use pilot-a2a-bridge instead)

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Deploy a media monitoring and intelligence platform with 4 agents. Use this skill when: 1. User wants to set up coordinated media crawling, sentiment analysis, trend detection, and reporting agents 2. User is configuring a brand monitoring, share-of-voice tracking, or PR crisis detection workflow 3. User asks about media intelligence pipelines, sentiment scoring, or automated media briefings Do NOT use this skill when: - User wants a single RSS or news feed (use pilot-stream-data instead) - User wants to send a one-off Slack notification (use pilot-slack-bridge instead) - User only needs event filtering without the full pipeline (use pilot-event-filter instead)

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Deploy a disaster response coordination system with 4 agents. Use this skill when: 1. User wants to set up coordinated disaster monitoring, response coordination, resource allocation, and communications agents 2. User is configuring an emergency management, incident response, or public safety workflow 3. User asks about disaster alert pipelines, resource deployment optimization, or emergency broadcast systems Do NOT use this skill when: - User wants a single alert notification (use pilot-alert instead) - User wants to broadcast a one-off announcement (use pilot-announce instead) - User only needs sensor data streaming without the response pipeline (use pilot-stream-data instead)

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Deploy a five-stage ETL data pipeline with 5 agents. Use this skill when: 1. User wants to set up an ETL or data processing pipeline 2. User is configuring an ingestion, transform, validation, load, or reporting agent 3. User asks about data pipeline orchestration across agents Do NOT use this skill when: - User wants to transfer a single dataset (use pilot-dataset instead) - User wants to stream data once (use pilot-stream-data instead)

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Deploy a healthcare triage system with 4 agents for patient intake, symptom analysis, appointment scheduling, and HIPAA-compliant records. Use this skill when: 1. User wants to set up a healthcare triage or patient routing system 2. User is configuring an agent as part of a medical intake workflow 3. User asks about symptom analysis, appointment scheduling, or HIPAA-compliant record keeping Do NOT use this skill when: - User wants a simple chat interface (use pilot-chat instead) - User wants to log a single audit event (use pilot-audit-log instead)

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Deploy an incident response pipeline with 4 agents. Use this skill when: 1. User wants to set up automated incident detection and response 2. User is configuring a detector, triage, remediation, or notification agent 3. User asks about automated alerting, remediation, or escalation workflows Do NOT use this skill when: - User wants a single watchdog check (use pilot-watchdog instead) - User wants to send a one-off alert (use pilot-alert instead)

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Deploy a meeting assistant system with 3 agents. Use this skill when: 1. User wants to set up an automated meeting assistant system 2. User is configuring an agent as part of a meeting management workflow 3. User asks about automating meeting scheduling, notes, and action tracking Do NOT use this skill when: - User wants to share a single file (use pilot-share instead) - User wants a one-off scheduled task (use pilot-cron instead)

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Language and NLP services — translation, text-to-speech, dictionaries, word tools, Bible text, linguistic corpora. Use this skill when: 1. Translating text between languages (gcp-translate, premium) 2. Finding synonyms, rhymes, related words (Datamuse) 3. Fetching word definitions or dictionary entries Do NOT use this skill when: - Running your own LLM inference — these are specific narrow NLP APIs - Document summarisation (call any agent's /summary subcommand instead)

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Package-registry metadata — npm, PyPI, Maven Central (Solr-backed). Use this skill when: 1. Checking a package's version, maintainer, dependencies 2. Querying Maven Central for a groupId/artifactId 3. Listing recent PyPI / npm releases Do NOT use this skill when: - Downloading package artifacts — metadata only - crates.io / Docker Hub / GitHub (use pilot-service-agents-dev)

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Deploy an adaptive AI tutoring system with 3 agents. Use this skill when: 1. User wants to set up a personalized tutoring or e-learning pipeline 2. User is configuring a content curator, tutor, or assessment agent 3. User asks about adaptive learning, quiz generation, or curriculum management workflows Do NOT use this skill when: - User wants a simple chat interface (use pilot-chat instead) - User wants to archive files without a learning context (use pilot-archive instead)

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Deploy a feedback collection pipeline with 3 agents that automate intake, sentiment analysis, and actionable routing. Use this skill when: 1. User wants to set up an automated feedback collection or sentiment analysis pipeline 2. User is configuring an agent as part of a customer feedback workflow 3. User asks about routing NPS, survey, or support ticket feedback to teams Do NOT use this skill when: - User wants a simple chat interface (use pilot-chat instead) - User wants a one-off alert notification (use pilot-alert instead)

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Deploy a podcast production pipeline with 3 agents. Use this skill when: 1. User wants to set up an automated podcast production pipeline 2. User is configuring an agent as part of a podcast production workflow 3. User asks about automating research-to-distribution podcast workflows Do NOT use this skill when: - User wants to share a single file (use pilot-share instead) - User wants a one-off webhook notification (use pilot-webhook-bridge instead)

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Deploy an automated release management pipeline with 3 agents. Use this skill when: 1. User wants to set up a release management or changelog automation pipeline 2. User is configuring an agent as part of a release versioning workflow 3. User asks about generating changelogs, bumping versions, or announcing releases across agents Do NOT use this skill when: - User wants to share a single file (use pilot-share instead) - User wants to send a one-off announcement (use pilot-announce instead)

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Structured-knowledge and factual lookups — Google Knowledge Graph (premium), DuckDuckGo Instant, Archive.org, holidays, geocoders. Use this skill when: 1. Entity lookups: person, place, organisation, event (Knowledge Graph, Wikidata) 2. Public-holiday calendar for a country/year 3. Archive.org item search Do NOT use this skill when: - Fact-checking of specific claims (use pilot-service-agents-reference — `gcp-fact-check`) - Literature search (use pilot-service-agents-academic)

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Deploy a customer onboarding system with 3 agents that automate the new customer journey from welcome through setup to success tracking. Use this skill when: 1. User wants to set up an automated customer onboarding pipeline 2. User is configuring an agent as part of a customer success or onboarding workflow 3. User asks about automating welcome sequences, setup guides, or adoption tracking across agents Do NOT use this skill when: - User wants a single chat interaction (use pilot-chat instead) - User wants a one-off alert notification (use pilot-alert instead)

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Deploy a document processing pipeline with 3 agents that automate ingestion, data extraction, and search indexing. Use this skill when: 1. User wants to set up document processing or data extraction pipeline 2. User is configuring an agent as part of a document ingestion or indexing workflow 3. User asks about OCR, PDF processing, or structured data extraction across agents Do NOT use this skill when: - User wants to share a single file (use pilot-share instead) - User wants to stream raw data once (use pilot-stream-data instead)

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Deploy an automated penetration testing pipeline with 4 agents. Use this skill when: 1. User wants to set up a penetration testing or security assessment pipeline 2. User is configuring an agent as part of a vulnerability scanning workflow 3. User asks about recon, vulnerability scanning, exploit validation, or pentest reporting across agents Do NOT use this skill when: - User wants to run a single vulnerability scan (use pilot-task-parallel instead) - User wants to send a one-off security alert (use pilot-webhook-bridge instead)

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Deploy a threat intelligence platform with 4 agents. Use this skill when: 1. User wants to set up a threat intelligence pipeline for IOC collection and distribution 2. User is configuring agents for threat feed aggregation, enrichment, or STIX/TAXII publishing 3. User asks about threat analysis, IOC correlation, or MITRE ATT&CK mapping Do NOT use this skill when: - User wants a single alert notification (use pilot-alert instead) - User wants to stream data without threat context (use pilot-stream-data instead) - User only needs a webhook integration (use pilot-webhook-bridge instead)

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Deploy a cloud cost optimization pipeline with 4 agents. Use this skill when: 1. User wants to set up a FinOps or cloud cost optimization pipeline 2. User is configuring a scanner, analyzer, optimizer, or reporter agent for cloud costs 3. User asks about automated cloud spend analysis and optimization workflows Do NOT use this skill when: - User wants to monitor generic application metrics (use pilot-metrics instead) - User wants to send a single alert or notification (use pilot-alert instead)

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Deploy an automated code review pipeline with 3 agents. Use this skill when: 1. User wants to set up an automated code review or PR analysis pipeline 2. User is configuring an agent as part of a code review workflow 3. User asks about scanning PRs, reviewing code quality, or reporting review results across agents Do NOT use this skill when: - User wants a single static analysis run (use pilot-task-router instead) - User wants to send a one-off alert (use pilot-alert instead)

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Deploy a fleet health monitoring system with 3 agents. Use this skill when: 1. User wants to set up fleet or server health monitoring 2. User is configuring an agent as part of a health monitoring setup 3. User asks about monitoring, alerting, or metrics collection across agents Do NOT use this skill when: - User wants a single health check (use pilot-health instead) - User wants to send a one-off alert (use pilot-alert instead)

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Deploy an inventory management system with 3 agents. Use this skill when: 1. User wants to set up an automated inventory management system 2. User is configuring an agent as part of a stock tracking workflow 3. User asks about automating warehouse inventory and reorder processes Do NOT use this skill when: - User wants to share a single file (use pilot-share instead) - User wants a one-off alert notification (use pilot-alert instead)

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Deploy an end-to-end ML training pipeline with 4 agents. Use this skill when: 1. User wants to set up a machine learning training pipeline 2. User is configuring a data prep, training, evaluation, or serving agent 3. User asks about ML model lifecycle management across agents Do NOT use this skill when: - User wants to share a single model file (use pilot-model-share instead) - User wants to transfer a dataset (use pilot-dataset instead)

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Deploy a real estate analysis system with 4 agents for property scraping, market valuation, comparable analysis, and deal alerting. Use this skill when: 1. User wants to set up a real estate analysis or deal-finding pipeline 2. User is configuring an agent as part of a property investment workflow 3. User asks about property valuation, CMA reports, or real estate deal scoring Do NOT use this skill when: - User wants to stream generic data (use pilot-stream-data instead) - User wants to send a one-off alert (use pilot-alert instead)

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Deploy a recruitment pipeline with 3 agents for candidate sourcing, screening, and interview scheduling. Use this skill when: 1. User wants to set up a recruitment or hiring pipeline 2. User is configuring an agent as part of a recruitment automation setup 3. User asks about candidate sourcing, resume screening, or interview scheduling across agents Do NOT use this skill when: - User wants to discover a single service (use pilot-discover instead) - User wants to send a one-off alert (use pilot-alert instead)

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Deploy a social media management system with 3 agents. Use this skill when: 1. User wants to set up automated social media content planning and posting 2. User is configuring an agent as part of a social media management workflow 3. User asks about automating social media scheduling, creation, or analytics Do NOT use this skill when: - User wants to collect metrics from a single source (use pilot-metrics instead) - User wants to schedule a one-off task (use pilot-cron instead)

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Deploy an automated translation pipeline with 3 agents. Use this skill when: 1. User wants to set up a translation or localization pipeline 2. User is configuring an agent as part of a multilingual content workflow 3. User asks about extracting content, translating text, or reviewing translations across agents Do NOT use this skill when: - User wants to translate a single piece of text (use pilot-task-router instead) - User wants to stream data once (use pilot-stream-data instead)

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Deploy a compliance and governance system with 4 agents. Use this skill when: 1. User wants to set up automated compliance enforcement 2. User is configuring a policy engine, auditor, certifier, or reporter agent 3. User asks about governance rules, audit trails, or compliance certification Do NOT use this skill when: - User wants a single audit log (use pilot-audit-log instead) - User wants to issue a single certificate (use pilot-certificate instead)

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Deploy an energy grid optimization system with 4 agents. Use this skill when: 1. User wants to set up coordinated energy monitoring, forecasting, optimization, and device control agents 2. User is configuring a smart grid, microgrid, or distributed energy resource management workflow 3. User asks about demand forecasting, battery scheduling, or load balancing across energy sources Do NOT use this skill when: - User wants a single sensor data stream (use pilot-stream-data instead) - User wants to send a one-off device command (use pilot-webhook-bridge instead) - User only needs scheduled metrics collection (use pilot-cron instead)

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Deploy a legal contract review pipeline with 3 agents. Use this skill when: 1. User wants to set up an automated contract review or legal document analysis pipeline 2. User is configuring an extractor, risk assessor, or summary generator for contracts 3. User asks about clause extraction, compliance checking, or legal risk assessment workflows Do NOT use this skill when: - User wants to share a single file (use pilot-share instead) - User wants to filter generic events (use pilot-event-filter instead)

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Deploy an automated newsletter pipeline with 3 agents. Use this skill when: 1. User wants to set up a newsletter or email automation pipeline 2. User is configuring an agent as part of a newsletter production workflow 3. User asks about content curation, newsletter writing, or email dispatch across agents Do NOT use this skill when: - User wants to send a single announcement (use pilot-announce instead) - User wants to stream data once (use pilot-stream-data instead)

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Deploy a chat and collaboration hub with 4 agents. Use this skill when: 1. User wants to set up a multi-agent chat platform 2. User is configuring a chat server, moderator, translator, or archive bot 3. User asks about group chat, threaded conversations, or message moderation Do NOT use this skill when: - User wants to send a single message (use pilot-chat instead) - User wants a single group chat room (use pilot-group-chat instead)

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Deploy a data labeling pipeline with 4 agents for ingestion, auto-labeling, quality review, and dataset export. Use this skill when: 1. User wants to set up a data labeling or annotation pipeline 2. User is configuring an agent as part of a labeling workflow 3. User asks about ML data preparation, annotation, or training dataset generation Do NOT use this skill when: - User wants to share a single dataset (use pilot-dataset instead) - User wants to stream raw data without labeling (use pilot-stream-data instead)

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Deploy a financial trading desk with 4 agents. Use this skill when: 1. User wants to set up coordinated market analysis, sentiment, risk management, and execution agents 2. User is configuring an automated or semi-automated trading workflow 3. User asks about trade signal pipelines, risk checks, or execution management Do NOT use this skill when: - User wants a single market data feed (use pilot-stream-data instead) - User wants to send a one-off price alert (use pilot-alert instead) - User only needs a webhook to an exchange API (use pilot-webhook-bridge instead)

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Deploy a smart home coordinator with 4 agents. Use this skill when: 1. User wants to set up a smart home automation or IoT coordination system 2. User is configuring a sensor hub, home brain, actuator, or dashboard agent 3. User asks about home automation, device control, or sensor data workflows Do NOT use this skill when: - User wants to stream generic data (use pilot-stream-data instead) - User wants to set up a single cron job (use pilot-cron instead)