Top Agent Skills

Autonomous discovery of concepts, methods, and vocabulary we have NOT heard of yet — sweeps broadly, diffs against a known-concepts ledger, and reports only what is genuinely new plus whether it names a gap in this stack. Built because 'graph engineering' had to arrive by word of mouth: a fixed topic list can only refresh what you already named, so it can never surface the thing you did not know to look for. Use for periodic/scheduled discovery, 'what's new in agent engineering', 'what are we missing', 'anything we haven't heard of'. Triggers: radar, discover, what's new, unknown unknowns, 新概念, 我们没听过的, 有什么没跟上的 — NOT for researching a topic you can already name (use /research), NOT for model releases (use /model-research), NOT for internal priorities (use /next).

A/B test design and experiment planning for paid advertising. Structured hypothesis framework, statistical significance calculator, test duration estimator, sample size calculator, and platform-specific experiment setup guides (Meta Experiments, Google Experiments, LinkedIn A/B). Use when user says A/B test, split test, experiment design, test hypothesis, statistical significance, sample size, or test duration.

Review an exact PR head in isolation using trusted-base instructions and execution evidence

Amazon Ads deep analysis covering Sponsored Products, Sponsored Brands (incl. Sponsored Brands Video), Sponsored Display (audiences + contextual), and basic Amazon DSP. Evaluates campaign structure, ACOS/TACOS targets, search-term harvesting, negative keyword discipline, Brand Analytics signals, day-parting, bid management, auto vs manual campaign mix, ASIN targeting, and DSP retargeting. Use when user says Amazon Ads, Amazon advertising, Amazon PPC, Amazon search ads, Sponsored Products, Sponsored Brands, Sponsored Display, Amazon DSP, ACOS, TACOS, retail media audit, Amazon Marketing Services, AMS, or Amazon seller advertising.

Start-of-session context pickup. Reads the latest handoff file and resumes work where the last session left off. Run this at the start of a new session if a handoff file exists.

Cross-platform attribution health audit covering AdAttributionKit (iOS view-through 24h post-impression, WWDC 2025 configurable windows), GA4 attribution models (data-driven vs last-click), Consent Mode V2 enforcement, server-side attribution stitching, MMP integration health, and cross-device / cross-platform attribution. Use when user says attribution audit, attribution model, AdAttributionKit, AAK, view-through attribution, GA4 attribution, Consent Mode V2, conversion window, attribution window, MMP audit, AppsFlyer audit, Adjust audit, Branch audit, Singular audit, cross-device attribution, or cross-platform attribution.

Start, stop, or manage Clade autonomous coding loops remotely

Wydruki i raporty w Soneta (enova365, Triva) — pliki .repx (DevExpress XtraReports, serializowany XML). Sięgaj przy KAŻDYM zadaniu z wydrukiem/raportem: faktura, dokument, deklaracja, lista, zestawienie; utworzenie, przeróbka lub poprawa .repx (też z załącznika); pytanie „jak w wydruku zrobić X”. Typowe X: podpięcie danych (lista, dokument z pozycjami, master-detail, podraport), podział stron, kolumna Lp, tabele, grupowanie i sumy, formatowanie warunkowe, kwoty, nakładanie wartości na skan formularza, nagłówek/stopka/podpisy, arkusz stylów (.repss), rejestracja wydruku. Wyzwalają też pojęcia: XtraReportsLayoutSerializer, StyleSheetSerializer, pasma (DetailBand/DetailReportBand/GroupHeaderBand/SubBand), kontrolki (XRLabel/XRTable/AmountLabel), BusinessDataSource/DataKind, ReportContext, ExpressionBindings/Summary/CalculatedFields/FilterString, [assembly: DxReport], ReportSnippet/[DxBind]. Wystarczy „wydruk”, „raport” lub „.repx” w kontekście Soneta. NIE dla: business.xml, form.xml, SQL, Excel, Word .dotx.

REJESTR KONFIGURACJI (ConfigReg) platformy Soneta (enova365, Triva) od strony kodu C#: drzewo węzłów, providery `IConfigRegProvider` (Root/Module/Table/Row/SubRow/SubTable/Storage/Addins), atrybut `[ConfigReg(Hide/Ignore/Include/ChildrenType)]`, format `*.reg.json`, potok Loader → Differ/Merger → SessionUpdater. Używaj ZAWSZE gdy użytkownik: (1) pyta o rejestr konfiguracji, ConfigReg, `Soneta.Config.Reg`, tabelę `ConfigRegistry` lub menu „Zarządzanie konfiguracją"; (2) chce włączyć/wyłączyć tabelę, kolumnę lub węzeł z rejestru (`Ignore`, `Hide`, `Include`, `ChildrenType`); (3) pisze provider rejestru, obsługę zapisu (`SaveChild`, `delayed`), porównywanie (`ConfigRegDiffer`), scalanie (`ConfigRegMerger`), serializację (`RegConfigJsonConverter`); (4) buduje lub debuguje `*.reg.json` — sigile `$strict`, `$v`, `#klucz`, `@atrybut`, `$blob`, ścieżki `Business/FeatureDefs/Name=CECHA`; (5) przenosi ustawienia między bazami przez rejestr. Import/eksport przez XML (`dbinit.xml`) to INNY mechanizm → /soneta-config.

Tworzenie i konfiguracja definicji elementów wynagrodzenia na platformie Soneta przez MCP soneta_ui. Algorytmy naliczania (kreator, edytor C#, wbudowane), wzorce algorytmiczne, receptury kodu C# dla elementów płacowych, konfiguracja PIT/ZUS/nieobecności. Używaj gdy użytkownik: (1) chce utworzyć/skonfigurować definicję elementu wynagrodzenia (zakładki Ogólne, Deklaracje, Nieobecności, Algorytm); (2) pyta o algorytm naliczania (kreator, edytor, kod C#); (3) potrzebuje kodu C# do edytora algorytmu (_Param, _Wylicz, _Wartość1h); (4) pyta o wzorce dla dodatków, nieobecności, zasiłków; (5) wspomina 'definicja elementu', 'element wynagrodzenia', 'algorytm płacowy', 'WypSkladnik', 'WypElement', 'premia procentowa', 'dodatek stażowy', 'zasiłek chorobowy', 'ekwiwalent za urlop'; (6) pisze recepturę kodu płacowego (staż pracy, wymiar etatu, czas pracy, wskaźniki, cechy pracownika).

Grill the user relentlessly about a plan, decision, or idea — one question at a time — until shared understanding is reached. Use when the user says "grill me", "stress-test this plan", "interview me about this", "poke holes in this", "challenge my thinking", or before committing to a non-trivial design.

Audit and fix internationalisation for any web or mobile app. Use when asked to "audit i18n", "fix translations", "add locale", "natural language", "translation quality", "hardcoded strings", "localisation", or "the Japanese feels like Google Translate".

Write clear, developer-friendly documentation — READMEs, API references, code comments, and changelog entries — tailored to the audience and the project's voice. Use when the user says "write docs", "document this API", "update the README", "add code comments", "changelog entry", or "explain this for contributors".

Design and implement transactional and marketing email templates. Use when asked to "build an email template", "transactional email", "welcome email", "password reset email", "email design", "React Email", "MJML", "dark mode email", or "email copy review". Inbox / SPF / spam → enhance-email-deliverability.

Co-author structured documents (specs, PRDs, RFCs) through a 3-stage workflow: context gathering, drafting, and reader testing. Use when writing proposals, technical specs, or similar structured content. Repo decision-memory system (INDEX.md, rejected alternatives, agent rules) → docs-adr.

Static OWASP review of app code (injection, headers, deps). Use when "review security" or "check vulnerabilities". Session/route×gate/getSession → audit-auth-flows. Plan-only burndown → plan-security-audit. Table RLS → plan-rls-audit. LLM attacks → audit-llm-security.

Audit whether a project can actually recover from data loss — not just whether backups exist — then emit a phased DR plan. Use when "can we recover if the DB dies", "audit our backups", "what's our RPO/RTO", or "disaster recovery". Plan only. Destructive-op gates stay on plan-data-integrity.

Audit a full-stack app against the RealWorld ("Conduit") reference — its formal API spec, shared Bruno/Hurl E2E suite, and closest-stack reference implementation — to find what is. Use when "audit against realworld", "compare my app to realworld", "conduit conformance", "is my full-stack app complete", "full-stack gap.

Apply-now consolidation of accreted CI gates, ratchets, and hooks into one aggregator required check. Use after audit-gate-logic, or when "clean up our CI checks", "we have three lint jobs", "make one quality gate". Audit-only → audit-gate-logic. Pipeline cost → audit-cicd.

Read-only audit of CI gate logic — silent bypass, ratchet gaming, conflicting conditions, required checks that are not, and accreted duplicate gates. Use when "can CI be bypassed", "why did a regression pass CI", "we have too many overlapping checks". Cost/speed → audit-cicd. Consolidation → housekeep-gates.

First-contact orientation for an unfamiliar codebase. Use when "I'm new to this repo", "orient me", "explain this codebase", "what does this do?", "onboard me", "first day on this project", or "catch me up on the codebase".

Guide for refactoring code to improve quality without changing behavior. Use when refactoring, cleaning up code, reducing duplication, improving readability, or restructuring code. Integrates Firecrawl for researching modern patterns before refactoring, and codebase-aware dependency analysis to avoid breaking changes.

Audit the working tree and git history for exposed credentials and mis-scoped keys, then a rotate-vs-relocate plan. Use when "hardcoded secrets", "did I commit a key", "secret scan", "is my .env safe", or "rotate keys". Do not fire for "RLS audit" or generic "security burndown".

Automated WCAG 2.2 accessibility audit using playwright-cli to crawl every page, inject axe-core via eval, test keyboard navigation, check color contrast, ARIA labels, and heading order. Use when "audit accessibility", "check a11y", "WCAG audit", "check keyboard nav", or "test screen reader".

Audit a project for destructive-operation and migration safety gaps, then produce a phased safeguard plan. Use when "is my migration safe", "could I lose data", "my agent might delete prod", or "safe schema changes". Restore drills and RPO/RTO belong to plan-backup-dr. Source transforms → audit-codemod-safety.

Read-only audit of a codemod or bulk mechanical transform for behavior-preservation — compiles/lints is not same-behavior. Use when "did this codemod break anything", "audit this bulk refactor", or before merging a mass find-replace. Diff quality → audit-code-review. SQL → plan-data-integrity.

Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered applications.

Systematic research methodology for formulating problems, building evidence-based arguments, and communicating findings in academic contexts. For scholarly writing, thesis development, and knowledge contribution. NOT for creative writing, journalistic reporting, or business analytics.

Design REST API endpoints with Zod validation and OpenAPI documentation. Use when creating new API routes, validating request/response schemas, or updating API documentation. Activates for endpoint design, schema validation, error handling, and API docs.

Use when running analytical SQL over Parquet/CSV/JSON without a warehouse, replacing pandas for data wrangling, joining S3 data in-place, building local data marts, or embedding OLAP into an app. Triggers: read_parquet/read_csv setup, partitioned dataset queries, hive partitioning, glob patterns for S3, COPY TO export, attach Postgres/MySQL, UDFs in Python/R, MotherDuck cloud sync, columnar performance vs row stores. NOT for OLTP workloads (concurrent writes), distributed analytics at petabyte scale (use Spark/Trino), or vector search (use pgvector/Lance).

Builds DAG visualizations using ReactFlow v12 with custom nodes, ELKjs auto-layout, Zustand state management, and live state updates via WebSocket. Use when implementing workflow visualization dashboards, creating custom agent node components, integrating ELK layout algorithms, or wiring execution state into React components. Activate on "ReactFlow", "workflow visualization", "DAG visualization", "ELKjs", "custom nodes", "node-based editor", "graph visualization". NOT for writing Mermaid diagrams (use mermaid-graph-writer), general React development, or static diagram rendering.

Motion design and micro-animations for web interfaces — Framer Motion layout animations, CSS scroll-driven animations, View Transitions API, GSAP ScrollTrigger, spring physics tuning, loading choreography, and Disney's 12 principles applied to UI. Makes interfaces feel alive without feeling busy. Activate on 'web animation', 'Framer Motion', 'micro-interaction', 'scroll animation', 'page transition', 'View Transitions API', 'spring animation web', 'motion design', 'loading animation', 'skeleton screen', 'hover effect', 'GSAP ScrollTrigger'.

Deploy Next.js applications to Vercel with proper configuration. Use when setting up deployment, configuring environment variables, edge functions, or troubleshooting builds. Activates for deployment issues, environment setup, and Vercel configuration.

Two-stage review engine with four-layer quality model for the WinDAGs meta-DAG. Receives completed node outputs and produces ReviewResult containing QualityVector. Stage 1 (Haiku) checks Floor + Wall on every node. Stage 2 (Sonnet) runs Ceiling evaluation conditionally using economic escalation formula. Enforces BC-EVAL-001 through BC-EVAL-006. Activate when operating as the Evaluator role in the meta-DAG, when reviewing node outputs, when computing quality vectors, or when deciding Stage 2 escalation.

Expert en Web3 avancé (DeFi, DAOs, smart contracts, tokenomics, Layer 2, DZ regulations)

Expert en data mesh (domain ownership, data products, self-serve, gouvernance fédérée)

Expert en énergie avancé (solar, wind, grid management, carbon tracking, Sonelgaz, DZ context)

Expert en rédaction UX (microcopie, textes d'onboarding, messages d'erreur, tone of voice, localisation)

Copywriter IA — Expert en rédaction persuasive (landing pages, emails, ads, framework AIDA, psychologie de la persuasion).

Expert en technologies gouvernementales avancées (e-administration, digital identity, open data, civic tech, DZ context)

Resto tech — POS, menu digital, livraison, Uber Eats DZ, facturation restaurants

Expert en architecture zero trust (identity-based, micro-segmentation, ZTNA, BeyondCorp)

ML Pipeline Specialist IA — Expert en pipelines ML (feature stores, data versioning, experiment tracking, model registry)

Expert en technologies immobilières avancées (virtual tours, AVM, mortgage calculators, smart contracts, DZ context)

UI Designer IA — Expert en design visuel, composants UI, design systems, et pixel-perfect implementation. shadcn/ui, Tailwind, Figma → Code.

API business builder — Developer experience, rate limits, docs, billing, usage analytics

Data Quality Specialist IA — Expert en qualité des données (profiling, cleaning, déduplication, validation de schéma, Great Expectations)

Expert en architecture événementielle (Kafka, RabbitMQ, event sourcing, CQRS, saga patterns)

HR & Recruiter IA — Expert en recrutement RH (job descriptions, screening, ATS, onboarding, culture fit)

Expert en metaverse avancé (virtual worlds, digital twins, spatial computing, XR, DZ market)

Scrum master — ceremonies, facilitation, impediments, retrospectives, metrics

Expert en montage vidéo (Premiere, DaVinci, CapCut, color grading, transitions, formats d'export)

Expert en tests d'agents IA (tests unitaires, intégration, régression, guardrails, red teaming agents)

DAO Architect IA — Expert en architecture DAO (governance, proposals, voting mechanisms, treasury management)

Orquestrador do plugin civel (Civil Litigation Master) e porta unica do contencioso civel. Recebe qualquer demanda em linguagem natural, identifica a fase processual e o objetivo, e DIRIME (seleciona e conduz) TODAS as skills pertinentes sem esquecer nenhuma, fechando pela suprema-corte-civel. Use quando o operador descrever uma tarefa civel sem chamar skill especifica, ou disser civel-master, novo caso civel, vou ajuizar, fui citado, recebi sentenca, quero recorrer, preciso da inicial, contestacao, replica, tutela, agravo, apelacao.

Redige a acao de exigir contas (CPC 550-553) em duas fases: 1a fase apura o DEVER de prestar contas (CPC 550 — citacao para prestar ou contestar em 15 dias; §5 condena o reu a prestar em 15 dias sob pena de nao impugnar as do autor); 2a fase julga as contas, apura o saldo e constitui titulo executivo judicial (CPC 552). Cabe contra quem administra bem ou interesse alheio. Use quando o operador disser prestar contas, exigir contas, acao de prestacao de contas, ou administrador nao presta contas.

Redige apelacao do CPC 1.009-1.014 contra sentenca (terminativa 485 ou definitiva 487), no prazo de 15 dias uteis, com preparo sob pena de desercao (1.007), efeito suspensivo como regra (1.012, excecoes do §1), efeito devolutivo e causa madura (1.013 §3) e majoracao de honorarios recursais (85 §11). Use quando o operador disser apelar, apelacao, recorrer da sentenca, sentenca improcedente, error in judicando, efeito suspensivo da apelacao, causa madura.

Redige e fundamenta pedido de tutela provisoria de URGENCIA (antecipada ou cautelar) do CPC 300-310, inclusive antecedente com estabilizacao (303-304) e liminar. Cobre os requisitos (probabilidade do direito + perigo de dano/risco ao resultado util), a vedacao a irreversibilidade (300 §3), a fungibilidade (305 par. unico) e a estabilizacao. Use quando o operador disser liminar, tutela de urgencia, antecipacao de tutela, cautelar, pedido urgente, medida liminar, ou houver perigo na demora.

Redige a contestacao com TODA a defesa em peca unica (CPC 335-342): preliminares do art. 337 (via preliminares-civel) + impugnacao especifica dos fatos (341 — o fato nao impugnado presume-se verdadeiro) + merito (defesa direta/indireta, fatos impeditivos/modificativos/extintivos) + provas requeridas. Prazo 15 dias uteis (335). Reconvencao na mesma peca (343 — via reconvencao). Use quando o operador disser contestacao, contestar, fui citado, defesa, vou responder a acao, prazo de contestacao, ou descrever um caso na posicao de reu.

Redige acao de usucapiao pela modalidade adequada: extraordinaria (CC 1.238 — 15 anos sem titulo/boa-fe; 10 anos com posse-trabalho/moradia no par. unico), especial rural (CC 1.239 — 5 anos), especial urbana (CC 1.240 — 5 anos / ate 250m2) e familiar (CC 1.240-A — 2 anos / abandono do lar), ordinaria (CC 1.242 — 10 anos com justo titulo e boa-fe; 5 anos se aquisicao onerosa com registro cancelado), com citacao por edital na usucapiao (CPC 259, I) e intimacao de confrontantes, Fazendas e MP. Use quando o operador disser usucapiao, usucapir imovel, posse prolongada vira propriedade, adquirir por usucapiao, ou acao de usucapiao.