Implement JSON-based structured logging for observability. Use when setting up logging, debugging production issues, or preparing for log aggregation (ELK, Datadog).
Use when designing log schemas, choosing JSON vs text logs, setting up correlation IDs across services, redacting PII, controlling log volume costs, or wiring logs into…
Design a structured (JSON) logging strategy with a stable field schema, correlation-ID propagation, and a disciplined level policy — then migrate ad-hoc string logs toward it.
Logging system design guide covering centralized architecture, field standards, and distributed tracing.
Performs a structured five-stage code review covering requirements compliance, correctness, code quality, testing, and security/performance.
Designs fund legal structures with master-feeder, parallel fund, and blocker entity configurations for tax-efficient investor access.
Designs infrastructure lending with mini-perm structures, cash sweep mechanics, and maintenance/distribution covenants.
Designs infrastructure fund structures with longer fund lives, NAV-based distributions, and co-investment programs for illiquid assets.
Designs IRS structures with fixed/float mechanics, day count conventions, and mark-to-market valuation analysis.
Structure Swift package boundaries, dependencies, exports, and composition roots. Use proactively for module placement or dependency cycles; preserve the repository’s architecture…
Migrasikan/refactor struktur folder aplikasi Agentic AI atau backend Python (FastAPI, Google ADK, LangGraph, dsb) yang SUDAH ADA menjadi arsitektur hybrid Hexagonal (Ports &…
Shared speech-to-text microservice for the multi-tenant voice assistant platform.
Plans changes by inserting structured temporary stub comments and then replacing them with real code in a second pass.
【Studio】代码库扫描 — 映射既有项目、识别技术债 → docs/arch/SYSTEM-MAP.md + TECH-DEBT.md。当用户说「分析这个项目/代码库现状」时使用。
사용자가 대화 중 질문했거나 새로 배운 내용(기술/엔지니어링)을 Notion의 엔지니어링 문서에 정리해서 페이지로 추가합니다. 출처 링크 포함, 정해진 양식(제목/요약/정리/예시/방안)에 맞춰 작성하고 필요시 하위 페이지 구조 제안 후 승인받아 생성합니다.
Knowledge base per l'analisi di code style e qualità. Contiene le convenzioni Python/JavaScript del progetto, soglie per funzioni lunghe e complessità ciclomatica, e pattern di…
Review Go code for style, idioms, naming, comments, and project conventions — including error handling style, context propagation, logging conventions, package comments, YAML tag…
Build beautiful, accessible UIs with shadcn/ui components in Next.js. Use when creating forms, dialogs, tables, sidebars, or any UI components.
Empirically evaluate and optimise a Claude Code sub-agent via a blinded head-to-head against the production baseline, then pick its model on data.
Test skills via RED/GREEN/REFACTOR TDD with fresh subagents. Use when: validating skill behavior, preventing priming bias.
Reference for `SubductionPolicy` (the four hooks `authorizeConnect`, `authorizeFetch`, `authorizePut`, `filterAuthorizedFetch` passed via `Subduction.hydrate(..., policy)` or `new…
Subgraph development for The Graph protocol. Includes manifest configuration, GraphQL schema design, AssemblyScript handlers, entity relationships, and deployment to hosted and…
Push local improvements to shared infrastructure (skills, scripts, CLAUDE.md scaffolding, Dockerfile, services.toml) back to the parent template repo so other agents derived from…
Use when designing or evaluating Salesforce CPQ subscription lifecycle architecture: amendment flow, renewal automation, co-termination design, or billing integration at the…
Abonelik fiyatlama stratejileri. 3-tier framework, price anchoring, charm pricing, regional pricing (18 ulke), introductory offers, win-back campaigns, churn prevention ve A/B…
Real-time data synchronization patterns for ChainGraph frontend. Use when working on WebSocket subscriptions, event buffers, tRPC subscriptions, flow synchronization, or execution…
Comprehensive operational skill specification for Anthropic Claude to automate, troubleshoot, and script Adobe Substance 3D Painter PBR texturing pipelines, mesh map baki — from…
Runs the rate-limit / cost / ToS / kill-switch / local-alternative checklist before committing work to a third-party substrate.
Cross-cutting Substreams development — manifests, module graphs (map/store/index), protobuf, performance, debugging.
Use when a task needs the judgment of a subway or streetcar operator — deciding whether to hold at a stop or run to close a headway gap without violating minimum train separation,…
A success check accepting any non-empty output passes on failure, because failure output is non-empty too.
Suede-owned experimentation discipline for hypotheses, sample sizing, test duration, significance, and repeatable experiment programs.
Suede-owned retention discipline for voluntary and involuntary churn: cancel flows, pause paths, evidence-based save offers, failed-payment recovery, proactive signals, and…
Make CI hold the line: path-aware builds, required checks, branch protection, duplicate pipeline repair, and merge gates that do not deadlock.
Find the bugs a diff can actually ship: TypeScript, React, Next.js, OWASP, accessibility, SEO, database, and deploy-risk review.
Claude-directed parallel OpenAI Codex CLI worker fleet for bulk generation. Use when a job is high-volume, well-specified, and splits into independent worker-sized tasks (content…
Catch a broken Suede Skills MCP before it ships — one that lists missing skills or returns malformed output.
Suede-owned operations-architecture discipline that fixes the shape of a system before anyone builds it: entity schema first, exactly one write path per entity, every unit of work…
Analyzes the latest SCC compliance report and generates detailed Python code suggestions for fixing the most critical issue.
Use when the user asks about revenue, payments, subscriptions, billing, CRM deals, support tickets, production database tables, or other data that PostHog does not collec — from…
Use gotestsum to turn noisy `go test` output into compact failure summaries, JUnit or JSON artifacts, and optional reruns of flaky tests before an agent starts fixing Go code.
7-mode intelligent summarizer with Chain-of-Density, 8 languages, and smart caching
Coloca um projeto para rodar, localmente ou em produção. Diagnostica as partes do projeto e o que existe na máquina (Docker, runtimes, bancos, portas), recomenda o melhor caminho…
Use when the user asks a generic testing question — "how do I test this?", "what should I check for X?" — that doesn't fit a more specific QA skill.
Use when the user asks for a formal test plan, entry/exit criteria, or a phased QA approach for a piece of work.
Use after sumo-qa-planning-qa-rollout to dispatch a written QA plan task-by-task. Each task runs in a fresh subagent (parallel where independent); each subagent's output goes…
Use when the user asks about test data — what data to test X, find a known-good record, validate an entry, register new known-good data.
Use after sumo-qa-deciding-approach picks tdd-scaffold, regression-first, or coverage-first-then-refactor — e.g.
Use when the user asks to plan QA for a story, ticket, or piece of work before coding starts. Identifies named risks anchored in the change shape, then proposes a smallest useful…
Use after sumo-qa-deciding-approach picks strengthen-test-coverage. Mutation-testing follow-up, raise-coverage tasks, killing weak assertions.
专业 PPT 演示文稿全流程 AI 生成助手。模拟顶级 PPT 设计公司的完整工作流（需求调研到资料搜集到大纲策划到策划稿到设计稿），输出高质量 HTML 格式演示文稿。当用户提到制作 PPT、做演示文稿、做 slides、做幻灯片、做汇报材料、做培训课件、做路演 deck、做产品介绍页面时触发此技能。即使用户只说"帮我做个关于 X…
The official detailed guide for developing, testing, deploying, and auditing TRON smart contracts using the Sunhat toolkit.
Navigate Supabase database tables, relationships, and query patterns. Use when you need to understand how tables connect, write queries, or find the right data source.
Manage Supabase projects, databases, migrations, Edge Functions, and storage using the `supabase` CLI.
Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and S — from…
Access Supabase for ontology queries, entity embeddings, vector search, fact storage, and manual entity/fact writes.
Supabase administration, RLS policies, migrations, and schema design. Use for database architecture, Row Level Security, performance tuning, auth integration.
Deep Supabase diagnostics: pg_stat_statements for slow queries, lock debugging with pg_locks, connection leak detection, RLS policy conflicts, Edge Function cold starts, and…
Implement Supabase across different app architectures: Next.js SSR with server components using service_role and client components with anon key, SPA (React/Vue), mobile (React…
Implement Supabase Auth (signUp, signIn, OAuth, session management), Storage (upload, download, signed URLs, bucket policies), and Realtime (Postgres changes, broadcast,…