kalilurrahman/kr-claudiator-skills - Page 7

rag-chunking-strategy

Design chunking, overlap, and metadata enrichment for production RAG.

Langue du texte source : anglais

read-heavy-architecture

Design a read-heavy system with caches, replicas, and consistency tiers.

Langue du texte source : anglais

readiness-review

Run a launch readiness review across product, eng, security, and support.

Langue du texte source : anglais

real-time-system-design

Design systems that deliver updates to clients in real time. Outputs technology selection (WebSocket/SSE/long-poll), connection management, scaling patterns, and failure handling.

Langue du texte source : anglais

red-team-planning

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.

Langue du texte source : anglais

refactor-strangler

Apply the strangler pattern to retire a legacy module without freezing delivery.

Langue du texte source : anglais

release-management

Design a release management process for coordinated, low-risk software releases. Outputs release workflow, change approval process, rollback procedures, and communication templates.

Langue du texte source : anglais

release-notes

Write clear, user-focused release notes that explain what changed, why it matters, and how to use it. Outputs release notes for in-app changelogs, emails, blog posts, and developer documentation.

Langue du texte source : anglais

research-memo-synthesis

Synthesise 50–500 sources into a single executive memo with numbered citations, contradictions surfaced, evidence tiers, and an audit trail that a partner can defend.

Langue du texte source : anglais

retrieval-optimization

Optimise RAG retrieval quality through reranking, query expansion, hybrid search, and evaluation. Outputs retrieval pipeline improvements, evaluation metrics, and A/B testing framework.

Langue du texte source : anglais

retry-patterns

Implement retry patterns for resilient distributed systems. Outputs retry strategies, exponential backoff, circuit breaker integration, idempotency requirements, and failure budget design.

Langue du texte source : anglais

schema-driven-generation

Generate long-form content (RFCs, PRDs, runbooks, playbooks) from a JSON schema so every section is present, ordered, and reviewable.

Langue du texte source : anglais

schema-evolution

Evolve event/API schemas with compatibility rules and consumer rollouts.

Langue du texte source : anglais

security-champions

Build a security champions programme to scale security across engineering teams. Outputs programme structure, champion responsibilities, training curriculum, and metrics.

Langue du texte source : anglais

security-metrics

Define and track security programme metrics to measure effectiveness and communicate risk. Outputs KPI definitions, measurement methodology, dashboard design, and reporting cadence.

Langue du texte source : anglais

service-discovery

Implement service discovery for dynamic microservice environments. Outputs discovery patterns, DNS vs registry approaches, health check design, and client-side load balancing.

Langue du texte source : anglais

service-layer-design

Design the service layer that coordinates business logic, transactions, and cross-cutting concerns between controllers and domain models. Outputs service interfaces, transaction boundaries, and orchestration patterns.

Langue du texte source : anglais

siem-detection-rules

Author and tune SIEM detections with MITRE mapping and false-positive budgets.

Langue du texte source : anglais

slos-and-error-budgets

Define Service Level Objectives and manage error budgets for reliability engineering. Outputs SLI/SLO definitions, error budget calculations, burn rate alerts, and reliability review process.

Langue du texte source : anglais

snapshot-testing

Implement snapshot testing for UI components, API responses, and data structures. Outputs snapshot configuration, update workflow, review guidelines, and CI integration.

Langue du texte source : anglais

software-bill-of-materials

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.

Langue du texte source : anglais

ssrf-defense

Add allowlists, metadata blocks, and egress controls to defeat SSRF.

Langue du texte source : anglais

strangler-fig-pattern

Migrate legacy monoliths to modern architecture using the Strangler Fig pattern. Outputs migration strategy, routing layer design, feature extraction sequence, and rollback procedures.

Langue du texte source : anglais

structured-json-extraction

Extract structured JSON from messy text (contracts, tickets, emails, PDFs) with schema-locked outputs, null-safe fields, and confidence scores.

Langue du texte source : anglais

synthetic-checks

Define synthetic monitoring journeys with SLO-aligned alerts.

Langue du texte source : anglais

talent-density

Raise talent density: calibration, performance bar, and growth ladders.

Langue du texte source : anglais

tech-radar

Maintain a quarterly tech radar with adopt/trial/assess/hold rings and rationale.

Langue du texte source : anglais

technical-translator

Translate complex technical concepts, architecture decisions, and engineering trade-offs into clear language for non-technical stakeholders. Also translates business requirements back into precise technical specifications for engineers.

Langue du texte source : anglais

terraform-module-design

Author reusable Terraform modules with versioning, examples, and integration tests.

Langue du texte source : anglais

test-coverage-strategy

Define a meaningful test coverage strategy beyond line counts. Outputs coverage goals by risk tier, measurement approach, gap analysis, and improvement roadmap.

Langue du texte source : anglais

test-data-anonymization

Generate realistic, anonymized test data with referential integrity.

Langue du texte source : anglais

test-environment-strategy

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.

Langue du texte source : anglais

test-pyramid-audit

Audit current test pyramid and rebalance unit/integration/e2e investment.

Langue du texte source : anglais

time-series-analysis

Analyse and model time series data for forecasting, anomaly detection, and trend analysis. Outputs decomposition approach, forecasting model selection, evaluation metrics, and production pipeline.

Langue du texte source : anglais

time-series-database

Design time-series database systems for metrics, events, and sensor data. Outputs storage architecture, retention policies, query patterns, aggregation strategies, and tool selection guide.

Langue du texte source : anglais

tool-calling-patterns

Design tool schemas Claude 5 calls correctly on the first try — with clear names, tight parameter types, examples, and error-recovery contracts.

Langue du texte source : anglais

trunk-based-development

Implement trunk-based development for fast, safe integration. Outputs branching rules, feature flag strategy, CI requirements, and team workflow guidelines.

Langue du texte source : anglais

twelve-factor-app

Apply the Twelve-Factor App methodology to build scalable, maintainable cloud-native applications. Outputs compliance checklist, configuration audit, and refactoring recommendations.

Langue du texte source : anglais

type-system-design

Design expressive type systems that catch bugs at compile time. Outputs type hierarchy, branded/nominal types, discriminated unions, generic constraints, and type-safe API patterns.

Langue du texte source : anglais

url-shortener-design

Design a URL shortener system at scale. Outputs encoding strategy, database schema, caching layer, analytics pipeline, and abuse prevention controls.

Langue du texte source : anglais