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Reusable instructions for compatible AI agents.
Field counts come from the latest full-catalog snapshot. A resource can belong to several fields and platforms.
Deep operational guide for 12 document databases. MongoDB (aggregation pipeline, sharding, Atlas, CSFLE, Vector Search), Elasticsearch/OpenSearch (ILM, mapping, query DSL, tiering), CouchDB (multi-master, PouchDB), Couchbase (N1QL, XDCR, Capella), RavenDB, DocumentDB, Cosmos DB, Firestore, Ferret...
Expert error detective specializing in complex error pattern analysis, correlation, and root cause discovery. Masters distributed system debugging, error tracking, and anomaly detection with focus on finding hidden connections and preventing error cascades.
Catalogs recurring errors as pain points needing skills. Use when same error occurs multiple times.
Expert debugger specializing in complex issue diagnosis, root cause analysis, and systematic problem-solving. Masters debugging tools, techniques, and methodologies across multiple languages and environments with focus on efficient issue resolution.
Explain how code works in detail. Use when trying to understand unfamiliar code, complex logic, or system architecture.
GDPR compliance implementation: Subject Access Requests (30-day), right to erasure, consent management, data retention policies, 72-hour breach notification, lawful basis, PII detection, data minimization. PostgreSQL RLS for data isolation. Use when implementing GDPR features, data subject rights...
Deep operational guide for 14 streaming databases and platforms. Kafka (KRaft, Streams, Connect, Schema Registry), Pulsar (multi-tenant, geo-replication), Redpanda (Kafka-compatible, no JVM), NATS/JetStream, Flink (streaming SQL), Materialize, RisingWave, Kinesis, Event Hubs, Pub/Sub, EventStoreD...
Perform automated code reviews checking for security vulnerabilities, performance issues, and code quality. Use before creating PRs or when reviewing complex changes.
Cloud IoT platform integration covering AWS IoT Core, Azure IoT Hub, and Google Cloud IoT. Includes device shadow/twin patterns, rules engines, edge runtimes, data pipelines from ingestion to analytics, and multi-cloud considerations.
deciding whether to pivot or persist, whether to ship or hold, whether to scope-narrow a partial pass, how to manage.
Audits Solidity liquidation mechanisms for denial of service vulnerabilities including unbounded loops over positions causing out-of-gas reverts, data structure corruption preventing liquidation, front-running to block liquidation via nonce changes or self-liquidation, pending withdrawals forcing...
Expert guidance on mobile application security — certificate pinning, secure storage (Keychain on iOS, KeyStore on Android), code obfuscation (ProGuard, R8), root/jailbreak detection, biometric authentication, secure inter-process communication, and App Transport Security. Use when hardening mobi...
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