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SkillsMP 已收集 kalilurrahman/kr-claudiator-skills 中的 529 个 Skill。打开任一 Skill 可查看来源和详情。
已展示 40 / 529 个已收集 Skill。
Cut AI/LLM spend without degrading quality — model tiering and cascade routing, Batch API offloading, context and output-token discipline, reasoning-effort tuning, and per-feature cost attribution. Outputs a per-feature cost baseline, a model routing plan…
原文语言：英语
Implement data observability across the five pillars — freshness, volume, schema, distribution, lineage — with anomaly detection on pipelines and lineage-driven incident triage. Outputs a tiered coverage plan, monitor configurations, alert routing rules, an…
原文语言：英语
Build production vision and document-understanding pipelines on the Claude API — image inputs, PDF processing, structured extraction, and multimodal RAG. Outputs ingestion-path decisions, resolution and token budgets, extraction schemas, evaluation plans, and…
原文语言：英语
Design and implement graph analytics — property graph vs RDF modeling, engine selection (Neo4j, Memgraph, Neptune, Spark GraphFrames), and algorithm-to-business-question mapping. Outputs graph schema, Cypher queries, batch algorithm pipelines, and GraphRAG…
原文语言：英语
Secure webhook receiving endpoints against spoofing, replay, duplicate processing, and overload. Outputs HMAC verification code with timing-safe compares, timestamp and idempotency defenses, secret rotation plans, queue-backed 2xx-fast handler architecture,…
原文语言：英语
Design and run chaos engineering experiments against infrastructure — steady-state hypotheses, blast-radius control, and staged promotion from dev to production. Outputs experiment specs (Chaos Mesh, LitmusChaos, AWS FIS), abort conditions, game-day runbooks,…
原文语言：英语
Design a semantic layer that defines every business metric once and serves it consistently to BI tools, spreadsheets, and AI agents. Outputs metric specs (dbt MetricFlow or Cube), a platform decision record, a governance and ownership model, and integration…
原文语言：英语
Build and keep alive a service catalog / internal developer portal — Backstage or a commercial IDP — with enforced ownership, on-call mapping, and maturity scorecards. Outputs catalog schema (catalog-info.yaml), ownership model, scorecard definitions, CI…
原文语言：英语
Run a dbt project like a software project. Outputs staging/intermediate/marts layering, naming and ref() conventions, a unit-vs-data testing strategy, incremental model configs with failure-mode defenses, documentation and exposures, and slim CI pipelines…
原文语言：英语
Design an identity governance and administration (IGA) program from an org's app inventory, HR system, and compliance drivers. Outputs a role and entitlement model, joiner-mover-leaver automation design, SCIM provisioning flows, an SoD ruleset, an access…
原文语言：英语
Design and implement streaming APIs — SSE, WebSockets, HTTP chunked transfer, and gRPC streams. Outputs a protocol selection decision, event contract, backpressure and reconnection strategy, resume-token design, auth plan for long-lived connections, and…
原文语言：英语
Run continuous product discovery to de-risk what you build — customer interviews, opportunity-solution trees, assumption mapping, and riskiest-assumption tests. Outputs an interview guide, an opportunity-solution tree, an assumption map with prioritized…
原文语言：英语
Define a product strategy that connects company vision to where-to-play and how-to-win choices, strategic bets, and quarterly execution. Outputs a strategy one-pager with diagnosis, guiding policy, positioning, bets with kill criteria, and a cascade to OKRs…
原文语言：英语
Design reverse ETL pipelines that sync warehouse data back into operational SaaS tools (CRM, ads, support). Outputs sync architecture, diff-based sync strategy, idempotency and rate-limit handling, identity resolution plan, and a build-vs-buy recommendation.
原文语言：英语
Instrument LLM applications for production observability. Outputs trace instrumentation (spans for prompts, tools, retrieval), token and cost tracking, quality monitoring with online evals, drift detection, and alerting rules aligned to OpenTelemetry GenAI…
原文语言：英语
Design and implement defense-in-depth guardrails for LLM applications — input/output validation, prompt-injection defense, PII redaction, topical and safety filters, and human-in-the-loop gates. Outputs a layered guard architecture, validation code,…
原文语言：英语
Design LLM caching across all three layers — provider-side prompt caching (Claude cache_control breakpoints and TTLs), application-level response caching, and semantic caching. Outputs cache-friendly prompt structure, breakpoint placement, TTL selection with…
原文语言：英语
Design a multi-channel notification system covering push/email/SMS/in-app fan-out, user preferences and quiet hours, batching and digests, idempotency, rate limiting, and delivery tracking. Outputs pipeline architecture, database schemas, worker patterns, and…
原文语言：英语
Design production search systems — inverted-index, vector, and hybrid retrieval, Elasticsearch/OpenSearch cluster design, indexing pipelines, and relevance tuning. Outputs index mappings, cluster topology, query pipeline design, a zero-downtime reindex…
原文语言：英语
Test code against thousands of generated inputs instead of hand-picked examples, letting the framework shrink every failure to a minimal counterexample. Outputs property definitions, custom generators, stateful model tests, regression pins, and CI-ready…
原文语言：英语
Calculate sample size and runtime for an A/B test given variance and MDE.
原文语言：英语
Specify tool contracts, schemas, and guardrails for an LLM agent.
原文语言：英语
Design multi-step Claude 5 Fable agents that plan, act, observe, and correct — with explicit budget, checkpoint, and human-in-the-loop gates you can defend in production.
原文语言：英语
Manages account health, relationship strategy, renewals, and expansion opportunities.
原文语言：英语
Acts as an agile coach who improves sprint flow, backlog hygiene, ceremonies, and delivery discipline.
原文语言：英语
Shapes strategy for AI-native products, differentiation, and responsible AI adoption.
原文语言：英语
Defines metrics, dashboards, reporting logic, and decision analytics.
原文语言：英语
Designs APIs, versioning strategy, request/response contracts, and integration patterns.
原文语言：英语
Coordinates architecture decisions, governance, and change across programs.
原文语言：英语
Reviews architectures for fitness, tradeoffs, anti-patterns, and delivery readiness.
原文语言：英语
Designs automation workflows, trigger logic, and task orchestration.
原文语言：英语
Designs backend systems, APIs, services, data access, and scalability patterns.
原文语言：英语
Acts as a business analyst who clarifies requirements, processes, and functional needs.
原文语言：英语
Maps capabilities, maturity levels, gaps, and enablement priorities.
原文语言：英语
Plans stakeholder adoption, communication, training, and behavior change.
原文语言：英语
Designs cloud architecture, landing zones, resilience, and platform choices.
原文语言：英语
Builds community programs, engagement loops, and member value systems.
原文语言：英语
Advises on compliance, controls, auditability, and regulated operating models.
原文语言：英语
Produces content systems, drafts, and channel-specific content outputs.
原文语言：英语
Designs content strategy, editorial direction, and content production systems.
原文语言：英语