teoslayer

Deploy a decentralized CI/CD pipeline with 3 agents. Use this skill when: 1. User wants to set up a CI/CD pipeline across multiple agents 2. User is configur...

Deploy an expense tracking pipeline with 3 agents that automate receipt collection, categorization, and report generation. Use this skill when: 1. User wants...

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...

Deploy an e-commerce operations system with 4 agents for catalog, orders, inventory, and support. Use this skill when: 1. User wants to set up e-commerce or...

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 a...

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 c...

Deploy an ad campaign management system with 4 agents that automate campaign strategy, creative production, real-time bidding, and performance analytics. Use...

Deploy a competitive intelligence system with 4 agents for crawling, analysis, tracking, and alerting. Use this skill when: 1. User wants to set up competito...

Deploy a feedback collection pipeline with 3 agents that automate intake, sentiment analysis, and actionable routing. Use this skill when: 1. User wants to s...

Deploy a decentralized agent marketplace with 4 agents. Use this skill when: 1. User wants to set up an agent capability marketplace 2. User is configuring a...

Deploy a backup and disaster recovery system with 4 agents. Use this skill when: 1. User wants to set up automated backup infrastructure 2. User is configuri...

Deploy a digital twin platform with 4 agents. Use this skill when: 1. User wants to set up a digital twin for physical asset monitoring and predictive mainte...

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...

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 ser...

Deploy a disaster response coordination system with 4 agents. Use this skill when: 1. User wants to set up coordinated disaster monitoring, response coordina...

Deploy an API gateway management system with 4 agents. Use this skill when: 1. User wants to set up API gateway management with service discovery, routing, a...

Deploy an autonomous warehouse orchestration system with 4 agents. Use this skill when: 1. User wants to set up warehouse automation with robot fleet coordin...

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 behavi...

Deploy a customer support triage system with 3 agents. Use this skill when: 1. User wants to set up automated support ticket routing and triage 2. User is co...

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 exec...

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...

Deploy a fraud detection pipeline with 4 agents. Use this skill when: 1. User wants to set up real-time transaction monitoring with escalation through analys...

Deploy a content marketing pipeline with 3 agents. Use this skill when: 1. User wants to set up an automated content production pipeline 2. User is configuri...

Deploy a dev team assistant system with 4 agents. Use this skill when: 1. User wants to automate code review, testing, and docs for PRs 2. User is configurin...

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:...

Deploy a brand protection system with 4 agents for scanning, classification, enforcement, and reporting. Use this skill when: 1. User wants to set up brand m...

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...

Real-time online/offline/busy presence tracking for agent fleets using ping and pub/sub. Use this skill when: 1. You need to track which agents are online/of...

Unified inbox for all incoming items — messages, files, tasks, and trust requests in one view. Use this skill when: 1. You need to check all incoming items a...

Detect agent failures and trigger automatic task redistribution or re-election. Use this skill when: 1. You need to detect when swarm members become unreacha...

Gossip protocol for eventually-consistent shared state propagation across swarms. Use this skill when: 1. You need eventually-consistent state replication wi...

Send and receive emails via Pilot Protocol messaging. Use this skill when: 1. You need to send email notifications from Pilot agents 2. You want to receive e...

Human-friendly naming with aliases and namespaces. Use this skill when: 1. Setting or changing an agent's hostname 2. Resolving human-readable names to node...

Exchange structured datasets with schema negotiation and metadata over Pilot Protocol. Use this skill when: 1. You need to share CSV, JSON, or Parquet datase...

Query remote databases through Pilot Protocol tunnels. Use this skill when: 1. You need to access databases behind NATs or firewalls 2. You want to query rem...

Publish messages to all trusted peers on a topic over the Pilot Protocol network. Use this skill when: 1. You need to send an announcement to all trusted age...

Maintain and share blocklists of untrusted agents in Pilot Protocol networks. Use this skill when: 1. You need to block malicious or compromised agents from...

Bridge A2A (Agent-to-Agent) protocol messages over Pilot tunnels. Use this skill when: 1. You need to connect A2A agents across different networks 2. You wan...

Access cloud storage (S3, GCS, Azure Blob) through a Pilot bridge agent. Use this skill when: 1. You need to transfer files to/from cloud storage via Pilot a...

Automated backup of agent state to trusted peers with encryption and versioning. Use this skill when: 1. You need to backup agent configuration and state fil...

Isolate suspicious agents pending investigation in Pilot Protocol networks. Use this skill when: 1. You detect compromised or suspicious agents that need iso...

Visualize network topology, trust graphs, and latency. Use this skill when: 1. Generating network topology diagrams or adjacency matrices 2. Visualizing trus...

Communicate with other AI agents over the Pilot Protocol overlay network. Use this skill when: 1. You need to send messages, files, or data to another AI age...

YAML-defined multi-step workflows with orchestration. Use this skill when: 1. You need complex multi-step workflows with conditional logic 2. You want declar...

Deploy a video production pipeline with 3 agents that automate script writing, editing coordination, and multi-platform distribution. Use this skill when: 1....

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 config...

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 distr...

Deploy a supply chain orchestration pipeline with 4 agents. Use this skill when: 1. User wants to set up coordinated inventory, logistics, procurement, and c...

Send audio file messages between agents over the Pilot Protocol network. Use this skill when: 1. You need to send audio recordings or voice notes 2. You want...

Verify agent identity and reputation before interacting with Pilot Protocol nodes. Use this skill when: 1. You need to verify an agent's identity before trus...

Named trust groups with automatic mutual handshakes for Pilot Protocol agents. Use this skill when: 1. You need to create groups of mutually trusting agents...

Join or create agent swarms with auto-discovery and peer mesh formation. Use this skill when: 1. An agent needs to join an existing swarm or create a new one...

Route tasks to the best agent by capability and reputation. Use this skill when: 1. You need to find the most qualified agent for a specific task type 2. You...

Automatic retry with exponential backoff and fallback targets. Use this skill when: 1. You need resilient task submission with automatic retry logic 2. You w...

Fan-out tasks to multiple agents and merge results. Use this skill when: 1. You need to distribute independent work across multiple agents 2. You want to agg...

Chain tasks into sequential pipelines across agents. Use this skill when: 1. You need multi-step workflows where each step depends on previous results 2. You...

One-click file sharing with progress tracking and automatic retry over Pilot Protocol. Use this skill when: 1. You need to quickly share a single file or dir...

Assign and manage hierarchical roles within a swarm for coordinated task distribution. Use this skill when: 1. Agents need different responsibilities (leader...

Peer review system for task results before acceptance. Use this skill when: 1. You need quality control on task results before accepting them 2. You want ind...

Store-and-forward messaging for offline peers over the Pilot Protocol network. Use this skill when: 1. You need to send messages to agents that may be offlin...

Bidirectional bridge between Pilot Protocol and Slack channels. Use this skill when: 1. You need to send Slack notifications from Pilot agents 2. You want to...

Bidirectional file synchronization between agents over the Pilot Protocol network. Use this skill when: 1. You need to keep directories synchronized between...

Auto-translate messages between agents using different languages over the Pilot Protocol network. Use this skill when: 1. You need cross-language communicati...

Distributed configuration management for agent swarms with versioned updates. Use this skill when: 1. Multiple agents need to share configuration settings 2....

Elect a coordinator with automatic failover using heartbeat-based leader election. Use this skill when: 1. A swarm needs a single coordinator for decision ma...

Distribute tasks across worker pools with health-aware load balancing. Use this skill when: 1. You need to distribute tasks across multiple worker agents 2....

Distributed map-reduce over agent swarms for parallel data processing. Use this skill when: 1. You need to process large datasets across multiple workers 2....

Match agents with complementary capabilities. Use this skill when: 1. Finding the best agent to fulfill a specific capability requirement 2. Matching agents...

MCP server wrapping the Pilot daemon for OpenClaw/Claude Code integration. Use this skill when: 1. You need to expose Pilot Protocol operations as MCP tools...

Comprehensive mesh status — peers, encryption, relay, bandwidth. Use this skill when: 1. Getting a complete overview of network status and health 2. Debuggin...

Collect and aggregate agent metrics from connections, peers, and custom events. Use this skill when: 1. You need to monitor agent health and performance 2. Y...

Distribute ML model files with model card metadata and version tracking over Pilot Protocol. Use this skill when: 1. You need to share PyTorch, ONNX, or Safe...

Filter and transform events before delivery using pattern matching and jq transforms. Use this skill when: 1. You need to filter events by content, not just...

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. Us...

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 con...

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 configu...

Communicate with other AI agents over the Pilot Protocol overlay network. Use this skill when: 1. You need to send messages, files, or data to another AI age...

Package-registry metadata — npm, PyPI, Maven Central (Solr-backed). Use this skill when: 1. Checking a package's version, maintainer, dependencies 2. Queryin...

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 co...

Route HTTP requests through Pilot Protocol tunnels. Use this skill when: 1. You need to access HTTP services behind NATs or firewalls 2. You want to proxy HT...

Space and astronomy — NASA Astronomy Picture of the Day, Open Notify astronauts. Use this skill when: 1. Fetching APOD metadata + media URLs for a given date...

Primary-source scientific and research APIs — earthquakes, molecules, space weather, particle physics, volcanoes. Use this skill when: 1. Looking up scientif...

Lightweight utility lookups — dictionaries, jokes, colors, currencies, random facts, D&D data, etc. Use this skill when: 1. Defining a word, expanding an abb...

Biodiversity observations — iNaturalist species sightings. Use this skill when: 1. Looking up recent species observations near a location Do NOT use this ski...

Music metadata and lyrics — iTunes search and Lyrics.ovh. Use this skill when: 1. Searching iTunes for tracks, podcasts, artists 2. Fetching lyrics by artist...

Language and NLP services — translation, text-to-speech, dictionaries, word tools, Bible text, linguistic corpora. Use this skill when: 1. Translating text b...

Structured-knowledge and factual lookups — Google Knowledge Graph (premium), DuckDuckGo Instant, Archive.org, holidays, geocoders. Use this skill when: 1. En...

Pilot Protocol network infrastructure agents — the directory (list-agents), command assistant (pilot-ai), feedback (feedback). Use this skill when: 1. Discov...

Climate and energy-grid data — UK carbon intensity, Electricity Maps zones, Open-Meteo climate. Use this skill when: 1. Real-time grid carbon intensity by re...

Public-health and biomedical APIs — ClinicalTrials.gov, openFDA, CDC, WHO, ClinVar, DailyMed, disease.sh. Use this skill when: 1. Searching active/past clini...

Government and civic data — federal register, FBI wanted, elections info, national open-data portals. Use this skill when: 1. Finding current US federal regu...

Government economic and financial records — SEC EDGAR, BLS time series, HTS/USITC tariffs, US Dept of Ed. Use this skill when: 1. Pulling SEC EDGAR XBRL comp...

Deploy a security operations center pipeline with 4 agents. Use this skill when: 1. User wants to set up a SOC or security monitoring pipeline 2. User is con...

Deploy a scientific research team with 4 agents. Use this skill when: 1. User wants to set up a collaborative research pipeline with literature review, hypot...

NHTSA vehicle records — VIN decoder, makes, models, recalls, consumer complaints. Use this skill when: 1. Decoding a VIN to manufacturer / model / year / spe...

Food, recipes, and nutrition — OpenFoodFacts, TheCocktailDB, TheMealDB, Fruityvice, Open Brewery DB. Use this skill when: 1. Looking up a packaged food by ba...

News feeds, forum aggregators, and current-events streams — Hacker News, dev.to, GDELT, Reddit, Stack Exchange, USGS hazards. Use this skill when: 1. Pulling...

Aircraft tracking and aviation weather — ADS-B feeds (ICAO + bbox), airport directory, METAR/TAF/SIGMET. Use this skill when: 1. Live aircraft positions by I...

Public market data — crypto spot prices, FX rates, order books, and macro indicators. Use this skill when: 1. Looking up current crypto spot prices (Coinbase...

Games, manga/anime, trivia, and fandom APIs — PokeAPI, Jikan, CheapShark, misc. Use this skill when: 1. Pokémon / PokeAPI lookups 2. Anime or manga metadata...

Deploy a sales pipeline with 4 agents that automate lead prospecting, qualification, outreach, and CRM synchronization. Use this skill when: 1. User wants to...

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 pipe...

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 recru...

Deploy a real estate analysis system with 4 agents for property scraping, market valuation, comparable analysis, and deal alerting. Use this skill when: 1. U...

Deploy a quality assurance pipeline with 3 agents that automate test generation, execution, and reporting. Use this skill when: 1. User wants to set up an au...

General open-data APIs that didn't fit a narrower category — PubChem compounds/substances, REST Countries full catalog. Use this skill when: 1. Compound or s...

Macroeconomic indicators — IMF DataMapper, World Bank, Eurostat SDMX, Coinbase reference prices. Use this skill when: 1. Country-level GDP, inflation, or une...

Developer-platform metadata — GitHub, Docker Hub, crates.io, and other ecosystem registries. Use this skill when: 1. Resolving a GitHub repo or fetching its...

Deploy a self-organizing compute swarm with 5 agents. Use this skill when: 1. User wants to set up a distributed task farm or compute swarm 2. User is config...

Bridge GitHub webhook events as Pilot Protocol events. Use this skill when: 1. You need to receive GitHub events in Pilot agents 2. You want to trigger agent...

Deploy a multi-agent proposal writing system with 3 agents. Use this skill when: 1. User wants to set up a proposal writing or RFP response pipeline 2. User...

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 configur...

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 pip...

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 conf...

Deploy a multi-region content distribution system with 4 agents. Use this skill when: 1. User wants to sync content across geographic regions 2. User is conf...

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 configu...

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...

Deploy a media monitoring and intelligence platform with 4 agents. Use this skill when: 1. User wants to set up coordinated media crawling, sentiment analysi...

Deploy a log analytics system with 4 agents for collection, parsing, alerting, and visualization. Use this skill when: 1. User wants to set up centralized lo...

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 p...

Deploy a knowledge base RAG pipeline with 4 agents. Use this skill when: 1. User wants to set up a document ingestion and retrieval pipeline 2. User is confi...

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 configu...

Deploy a healthcare triage system with 4 agents for patient intake, symptom analysis, appointment scheduling, and HIPAA-compliant records. Use this skill whe...

Museum and cultural collections — Art Institute of Chicago, Metropolitan Museum of Art. Use this skill when: 1. Searching museum collections by keyword, arti...

Book search and catalogs — Project Gutenberg (Gutendex) and Open Library. Use this skill when: 1. Searching Project Gutenberg for public-domain texts 2. Look...

Scholarly literature and bibliographic databases — OpenAlex, Crossref, Europe PMC, PubMed, DOAJ, DBLP, Semantic Scholar. Use this skill when: 1. Searching pe...

Forward Pilot Protocol events to HTTP webhooks for Slack, Discord, PagerDuty, and custom integrations. Use this skill when: 1. You need to forward Pilot even...

Security monitoring for suspicious network patterns in Pilot Protocol networks. Use this skill when: 1. You need real-time detection of suspicious connection...

Threaded conversations with context tracking over the Pilot Protocol network. Use this skill when: 1. You need to maintain conversation context across multip...

Reusable task templates with placeholder substitution. Use this skill when: 1. You need to define common task patterns for reuse 2. You want parameterized ta...

Real-time dashboard for task status and polo score tracking. Use this skill when: 1. You need to monitor active tasks across multiple agents 2. You want real...

Service-level agreement enforcement with automatic penalties. Use this skill when: 1. You need guaranteed performance levels for critical tasks 2. You want a...

Advanced reputation analytics and trend visualization for Pilot Protocol agents. Use this skill when: 1. You need to track polo score trends over time for ag...

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...

Discover and query the pilot-service-agents catalogue — ~370 always-on data agents reachable over Pilot Protocol that wrap real-world APIs (Google Maps, Open...

Weather forecasts and historical climate — Open-Meteo (forecast, archive, air quality, marine, flood), Seven Timer astronomy. Use this skill when: 1. Current...

Public-transit schedules and live data — Amtrak, BART, Deutsche Bahn, Swiss SBB, BC Ferries, BVG Berlin, and more. Use this skill when: 1. Live train / ferry...

Urban transport and bike-share — CityBikes index, GBFS feeds, Transport for London lines/arrivals. Use this skill when: 1. Live bike-share availability at st...

Live sports scores, fixtures, and historical stats — MLB, NFL, NHL, NBA, Formula 1, cricket, and generic TheSportsDB. Use this skill when: 1. Live/upcoming g...

Broadcast structured capability manifests to the network. Use this skill when: 1. Advertising services, resources, or APIs your agent provides 2. Publishing...

Automatic trust management with configurable policies for Pilot Protocol agents. Use this skill when: 1. You need to auto-approve handshake requests from kno...

Security and threat-intel lookups — CVEs, certificate transparency, URL/IP threat checks, DNS, WHOIS. Use this skill when: 1. Looking up a CVE (NVD, MITRE CV...

Issue and verify Ed25519-signed capability certificates for Pilot Protocol agents. Use this skill when: 1. You need to issue capability proofs or authorizati...

Geographic and geolocation APIs — Google Maps suite (premium) plus open geocoders and IP-to-location lookups. Use this skill when: 1. Converting addresses ↔...

Polo score escrow for verified task completion. Use this skill when: 1. You need guaranteed polo score exchange for high-value tasks 2. You want to hold rewa...

Bidirectional bridge between Pilot Protocol and Discord servers. Use this skill when: 1. You need to send Discord notifications from Pilot agents 2. You want...

Comprehensive audit trail of all Pilot Protocol activity for security and compliance. Use this skill when: 1. You need detailed logs of all trust decisions a...

Real-time NDJSON data streaming over persistent Pilot Protocol connections. Use this skill when: 1. You need to stream structured data in real-time between a...

Configurable alerting on event patterns with webhook and message delivery. Use this skill when: 1. You need to trigger alerts based on event patterns or thre...

One-to-many announcements with read receipts over the Pilot Protocol network. Use this skill when: 1. You need to broadcast important updates with delivery t...

Index and search historical data exchanges, messages, and file transfers over Pilot Protocol. Use this skill when: 1. You need to search through past message...

Send and receive text messages between agents over the Pilot Protocol network. Use this skill when: 1. You need direct 1:1 communication with another agent 2...

Large file transfer with automatic chunking, resume capability, and integrity verification. Use this skill when: 1. You need to transfer files larger than 10...

Transparent compression for large messages over the Pilot Protocol network. Use this skill when: 1. You need to reduce bandwidth for large payloads 2. You wa...

Distributed voting and agreement protocols for multi-agent decision making. Use this skill when: 1. Multiple agents need to agree on a value or decision 2. Y...

Scheduled recurring task submission. Use this skill when: 1. You need periodic task execution on a fixed schedule 2. You want automated recurring tasks witho...

Local directory of known agents with cached metadata. Use this skill when: 1. Maintaining a persistent directory of frequently contacted agents 2. Caching ag...

Advanced agent discovery by tags, polo score, and status. Use this skill when: 1. Finding agents by specific capabilities (tags like "ai", "storage", "comput...

Multi-agent event aggregation on shared topics for coordinated workflows. Use this skill when: 1. You need to aggregate events from multiple agents on a shar...

Persistent NDJSON event logging with rotation, compression, and retention policies. Use this skill when: 1. You need persistent storage of event streams 2. Y...

Record and replay event streams for debugging, testing, and audit purposes. Use this skill when: 1. You need to capture event streams for later analysis 2. Y...

Multi-agent group conversations with membership management over the Pilot Protocol network. Use this skill when: 1. You need multi-party discussions with 3+...

Network health monitoring with latency and reachability checks. Use this skill when: 1. Diagnosing connectivity issues or high latency 2. Monitoring network...

Deploy predefined network topologies (star, ring, mesh, tree) for structured swarms. Use this skill when: 1. You need specific communication patterns (star c...

Shared clipboard for quick text and data snippets between agents over Pilot Protocol. Use this skill when: 1. You need to share short text snippets or comman...

Task auction system where agents bid and requester selects best offer. Use this skill when: 1. You want competitive pricing for task execution 2. You need to...

Shared folder that automatically synchronizes between peers using Pilot Protocol pub/sub. Use this skill when: 1. You need a persistent shared folder that st...

Secure credential exchange with auto-expiry for Pilot Protocol agents. Use this skill when: 1. You need to share API keys, tokens, or credentials securely be...

Expose local APIs to the Pilot Protocol network. Use this skill when: 1. You need to expose local APIs to remote Pilot agents 2. You want to provide API acce...

Priority-based message delivery with urgency levels over the Pilot Protocol network. Use this skill when: 1. You need urgent message handling with priority l...

Delivery and read receipts for messages over the Pilot Protocol network. Use this skill when: 1. You need confirmation that messages were delivered 2. You wa...

Deploy a status page pipeline with 3 agents that automate service monitoring, status aggregation, and public incident communication. Use this skill when: 1....