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SkillsMP has collected 529 skills from kalilurrahman/kr-claudiator-skills. Open a skill to review its source and details.
kalilurrahman/kr-claudiator-skillsShowing 40 of 529 collected skills.
Implement responsible AI practices covering fairness, transparency, accountability, and safety in production AI systems. Outputs fairness assessment, model documentation, governance process, and monitoring plan.
Optimise RAG retrieval quality through reranking, query expansion, hybrid search, and evaluation. Outputs retrieval pipeline improvements, evaluation metrics, and A/B testing framework.
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.
Harden container images to reduce attack surface. Outputs Dockerfile best practices, distroless migration, SBOM generation, image signing, and scanning pipeline.
Design and implement cryptographic key management for encryption, signing, and secrets. Outputs key hierarchy design, KMS integration, rotation procedures, and audit controls.
Implement data loss prevention controls to detect and prevent sensitive data exfiltration. Outputs DLP policy design, detection rules, response procedures, and monitoring dashboards.
Implement GDPR compliance controls in software systems. Outputs data subject rights implementation, consent management, retention automation, breach notification procedures, and DPA templates.
Implement mobile application security for iOS and Android. Outputs secure storage, certificate pinning, code obfuscation, biometric auth, and API security patterns.
Secure OAuth 2.0 implementations against common attacks. Outputs threat model, security controls, token security hardening, and implementation review checklist.
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.
Build a security champions programme to scale security across engineering teams. Outputs programme structure, champion responsibilities, training curriculum, and metrics.
Define and track security programme metrics to measure effectiveness and communicate risk. Outputs KPI definitions, measurement methodology, dashboard design, and reporting cadence.
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.
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.
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.
Design content moderation systems combining automated classification with human review. Outputs classifier pipeline, review queue architecture, appeals process, and policy enforcement design.
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.
Design systems that serve users globally with low latency. Outputs data placement strategy, consistency model, region routing, and conflict resolution approaches.
Design payment processing systems with strong consistency, idempotency, and fraud prevention. Outputs payment flow architecture, idempotency design, reconciliation process, and compliance requirements.
Design rate limiting systems for APIs, services, and infrastructure. Outputs algorithm selection, storage design, distributed coordination, and client communication patterns.
Design systems that deliver updates to clients in real time. Outputs technology selection (WebSocket/SSE/long-poll), connection management, scaling patterns, and failure handling.
Design time-series database systems for metrics, events, and sensor data. Outputs storage architecture, retention policies, query patterns, aggregation strategies, and tool selection guide.
Design a URL shortener system at scale. Outputs encoding strategy, database schema, caching layer, analytics pipeline, and abuse prevention controls.
Design workflow orchestration systems for complex, multi-step business processes. Outputs orchestration pattern selection, Temporal/Airflow implementation, error handling strategy, and observability.
Implement Behaviour-Driven Development with Gherkin scenarios, step definitions, and living documentation. Outputs feature files, step definitions, scenario organisation, and CI integration.
Detect, quarantine, fix, and prevent flaky tests in your test suite. Outputs flakiness detection pipeline, quarantine workflow, root cause categories, and prevention guidelines.
Design golden path tests that validate critical user journeys end-to-end. Outputs journey mapping, test scope decisions, data strategy, and reliability patterns.
Build comprehensive mobile testing strategies for iOS and Android apps. Outputs test pyramid, device coverage matrix, Appium/XCUITest patterns, performance testing, and CI integration.
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.
Implement snapshot testing for UI components, API responses, and data structures. Outputs snapshot configuration, update workflow, review guidelines, and CI integration.
Define a meaningful test coverage strategy beyond line counts. Outputs coverage goals by risk tier, measurement approach, gap analysis, and improvement roadmap.
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.
Implement API analytics to measure usage, performance, errors, and consumer behaviour. Outputs instrumentation design, metric taxonomy, dashboard specifications, and alerting strategy.
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.
Design API mocking strategies for development, testing, and service isolation. Outputs mock server patterns, contract-based mocking, recording/playback, and team workflow guidelines.
Design an API versioning strategy that allows evolution without breaking existing clients. Outputs versioning scheme, compatibility rules, migration timeline, and consumer communication plan.
Design asynchronous API patterns for long-running operations, webhooks, and event-driven integrations. Outputs polling endpoints, webhook delivery, callback patterns, and async job management.
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.
Design idempotent APIs that handle duplicate requests safely. Outputs idempotency key strategy, deduplication storage design, response caching patterns, and client retry guidance.
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.