Implement responsible AI practices covering fairness, transparency, accountability, and safety in production AI systems. Outputs fairness assessment, model documentation, governance process, and monitoring plan.
Idioma del texto original: inglés
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SkillsMP ha recopilado 529 skills de kalilurrahman/kr-claudiator-skills. Abre una skill para revisar su origen y sus detalles.
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Implement responsible AI practices covering fairness, transparency, accountability, and safety in production AI systems. Outputs fairness assessment, model documentation, governance process, and monitoring plan.
Idioma del texto original: inglés
Optimise RAG retrieval quality through reranking, query expansion, hybrid search, and evaluation. Outputs retrieval pipeline improvements, evaluation metrics, and A/B testing framework.
Idioma del texto original: inglés
Detect and prevent API abuse including credential stuffing, scraping, account takeover, and business logic abuse. Outputs detection rules, rate limiting strategy, bot fingerprinting, and incident response playbook.
Idioma del texto original: inglés
Harden container images to reduce attack surface. Outputs Dockerfile best practices, distroless migration, SBOM generation, image signing, and scanning pipeline.
Idioma del texto original: inglés
Design and implement cryptographic key management for encryption, signing, and secrets. Outputs key hierarchy design, KMS integration, rotation procedures, and audit controls.
Idioma del texto original: inglés
Implement data loss prevention controls to detect and prevent sensitive data exfiltration. Outputs DLP policy design, detection rules, response procedures, and monitoring dashboards.
Idioma del texto original: inglés
Implement GDPR compliance controls in software systems. Outputs data subject rights implementation, consent management, retention automation, breach notification procedures, and DPA templates.
Idioma del texto original: inglés
Implement mobile application security for iOS and Android. Outputs secure storage, certificate pinning, code obfuscation, biometric auth, and API security patterns.
Idioma del texto original: inglés
Secure OAuth 2.0 implementations against common attacks. Outputs threat model, security controls, token security hardening, and implementation review checklist.
Idioma del texto original: inglés
Plan and execute red team exercises to find security weaknesses before attackers do. Outputs exercise scope, attack scenarios, rules of engagement, findings framework, and remediation tracking.
Idioma del texto original: inglés
Build a security champions programme to scale security across engineering teams. Outputs programme structure, champion responsibilities, training curriculum, and metrics.
Idioma del texto original: inglés
Define and track security programme metrics to measure effectiveness and communicate risk. Outputs KPI definitions, measurement methodology, dashboard design, and reporting cadence.
Idioma del texto original: inglés
Generate, manage, and use Software Bill of Materials (SBOM) to track component inventory and vulnerability exposure. Outputs SBOM generation pipeline, vulnerability correlation, policy enforcement, and consumer guidance.
Idioma del texto original: inglés
Design cache invalidation strategies to keep cached data consistent with source of truth. Outputs invalidation patterns, TTL design, event-driven invalidation, and consistency tradeoff analysis.
Idioma del texto original: inglés
Understand and apply distributed consensus algorithms for leader election, distributed locks, and consistent state. Outputs algorithm selection guide, Raft/Paxos explanation, implementation patterns, and failure scenario analysis.
Idioma del texto original: inglés
Design content moderation systems combining automated classification with human review. Outputs classifier pipeline, review queue architecture, appeals process, and policy enforcement design.
Idioma del texto original: inglés
Design file storage systems for user uploads, media, and documents at scale. Outputs storage architecture, metadata schema, access control design, CDN strategy, and lifecycle management.
Idioma del texto original: inglés
Design systems that serve users globally with low latency. Outputs data placement strategy, consistency model, region routing, and conflict resolution approaches.
Idioma del texto original: inglés
Design payment processing systems with strong consistency, idempotency, and fraud prevention. Outputs payment flow architecture, idempotency design, reconciliation process, and compliance requirements.
Idioma del texto original: inglés
Design rate limiting systems for APIs, services, and infrastructure. Outputs algorithm selection, storage design, distributed coordination, and client communication patterns.
Idioma del texto original: inglés
Design systems that deliver updates to clients in real time. Outputs technology selection (WebSocket/SSE/long-poll), connection management, scaling patterns, and failure handling.
Idioma del texto original: inglés
Design time-series database systems for metrics, events, and sensor data. Outputs storage architecture, retention policies, query patterns, aggregation strategies, and tool selection guide.
Idioma del texto original: inglés
Design a URL shortener system at scale. Outputs encoding strategy, database schema, caching layer, analytics pipeline, and abuse prevention controls.
Idioma del texto original: inglés
Design workflow orchestration systems for complex, multi-step business processes. Outputs orchestration pattern selection, Temporal/Airflow implementation, error handling strategy, and observability.
Idioma del texto original: inglés
Implement Behaviour-Driven Development with Gherkin scenarios, step definitions, and living documentation. Outputs feature files, step definitions, scenario organisation, and CI integration.
Idioma del texto original: inglés
Detect, quarantine, fix, and prevent flaky tests in your test suite. Outputs flakiness detection pipeline, quarantine workflow, root cause categories, and prevention guidelines.
Idioma del texto original: inglés
Design golden path tests that validate critical user journeys end-to-end. Outputs journey mapping, test scope decisions, data strategy, and reliability patterns.
Idioma del texto original: inglés
Build comprehensive mobile testing strategies for iOS and Android apps. Outputs test pyramid, device coverage matrix, Appium/XCUITest patterns, performance testing, and CI integration.
Idioma del texto original: inglés
Test that observability signals — logs, metrics, and traces — are correctly emitted and contain the right data. Outputs observability test patterns, signal verification, and alert testing approaches.
Idioma del texto original: inglés
Implement snapshot testing for UI components, API responses, and data structures. Outputs snapshot configuration, update workflow, review guidelines, and CI integration.
Idioma del texto original: inglés
Define a meaningful test coverage strategy beyond line counts. Outputs coverage goals by risk tier, measurement approach, gap analysis, and improvement roadmap.
Idioma del texto original: inglés
Design a test environment strategy providing reliable, representative, and cost-efficient environments at each SDLC stage. Outputs environment topology, data management, parity requirements, and provisioning automation.
Idioma del texto original: inglés
Implement API analytics to measure usage, performance, errors, and consumer behaviour. Outputs instrumentation design, metric taxonomy, dashboard specifications, and alerting strategy.
Idioma del texto original: inglés
Design and build API client SDKs that are idiomatic, reliable, and easy to use. Outputs SDK architecture, retry/backoff patterns, authentication handling, error types, and documentation strategy.
Idioma del texto original: inglés
Design API mocking strategies for development, testing, and service isolation. Outputs mock server patterns, contract-based mocking, recording/playback, and team workflow guidelines.
Idioma del texto original: inglés
Design an API versioning strategy that allows evolution without breaking existing clients. Outputs versioning scheme, compatibility rules, migration timeline, and consumer communication plan.
Idioma del texto original: inglés
Design asynchronous API patterns for long-running operations, webhooks, and event-driven integrations. Outputs polling endpoints, webhook delivery, callback patterns, and async job management.
Idioma del texto original: inglés
Design hypermedia APIs (HATEOAS) that guide clients through available actions via links. Outputs link relation design, HAL/JSON:API format, state machine navigation, and client coupling reduction.
Idioma del texto original: inglés
Design idempotent APIs that handle duplicate requests safely. Outputs idempotency key strategy, deduplication storage design, response caching patterns, and client retry guidance.
Idioma del texto original: inglés
Develop an API as a product strategy with business model, developer experience, pricing, and ecosystem goals. Outputs API product vision, developer journey, monetization model, and success metrics.
Idioma del texto original: inglés