Coding & Dev Tools

\"What should I work on next?\" — two modes. Fast mode (default): one-shot recommendation from docs + git state, ≤10 lines, no interview. Deep mode (`/next deep` or when user asks to explore priorities): multi-round interview to surface the best move.

Cultural adaptation for translated content. Run AFTER blog-translate completes. Adjusts brand examples, CTAs, legal references, and formality for the target market (German, French, Japanese, Spanish, etc.). Deep cultural adaptation of translated blog posts. Goes beyond translation to swap brand examples, adapt CTAs, substitute legal references, localize statistic sources where possible, and adjust formality (Sie/du, tu/vous, formal/informal). Built-in profiles for DACH, Francophone, Hispanic, and Japanese markets, plus a custom-locale template. Makes content feel locally authored, not translated. Use when user says "localize blog", "blog localize", "cultural adaptation", "adapt for Germany", "adapt for France", "lokalisieren", "localiser", "adaptar".

Root cause analysis skill — diagnose bugs systematically before fixing. Iron Law: no fix without a confirmed hypothesis. Uses scope lock, 3-strike escalation, and structured debug reports.

Check Clade loop progress, worker status, costs, and recent commits

Konfiguracja systemu i funkcje domenowe platformy Soneta (enova365, Triva): (A) IMPORT/EKSPORT DANYCH I USTAWIEŃ przez pliki XML — element session, import według rekordów (business="false", *.dbinit.xml, demo) i przez logikę biznesową (business="true"), eksport datapacku, GUID, formaty wartości; (B) `scan-folders` — inwentaryzacja folderów menu (`[assembly: FolderView]`) z DLL; (C) KONFIGURACJA URUCHOMIENIOWA `appsettings.json` — porty i adresy komponentów (orchestrator/server/web/webapi/router/commhub), kolejność nadpisań (profil systemu, nakładki `-c`, zmienne `SONETA_`, CLI). Używaj gdy użytkownik: (1) buduje lub analizuje XML importu danych (dbinit.xml, dane demo, przenoszenie ustawień); (2) pyta o atrybuty guid/where/key/id/business/deleted/dbversion; (3) eksportuje rekordy guidowane; (4) mapuje menu z DLL lub wpina nowy folder; (5) konfiguruje porty/adresy albo pyta o klucz w `appsettings.json`. Kod importu (SessionReader/SessionWriter) → /soneta-programming; operacje na bazie z CLI → /soneta-tools.

Specjalistyczna wiedza o WŁASNOŚCIOWYM formacie plików form.xml platformy Soneta (enova365) — bez tego skilla Claude generuje błędne XML z nieistniejącymi elementami. ZAWSZE używaj tego skilla gdy użytkownik: (1) prosi o utworzenie lub modyfikację pliku pageform.xml, viewform.xml, form.xml, lookupform.xml lub gridform.xml dla platformy Soneta (enova365); (2) pyta o elementy DataForm, Page, Group, Grid, Field, Row, Stack, Flow, Command, Include, Appearance, GroupBy w Soneta; (3) pyta o składnię EditValue, DataContext, Visibility, RowCondition, Renderable, CaptionHtml, Footer, Class lub układ UI formularzy Soneta; (4) pokazuje istniejący plik form.xml/pageform.xml/viewform.xml i pyta o jego strukturę lub chce go rozszerzyć; (5) pyta o warunkową widoczność, formatowanie warunkowe (Appearance), bindowanie danych lub wzorce UI w Soneta/enova365.

Klasy ORM i wzorce kodu biznesowego platformy Soneta (enova365, Soneta Enterprise, Triva). Używaj gdy użytkownik: (1) pisze, modyfikuje lub refaktoruje kod biznesowy enova365/Soneta/Triva (Row/Table/Module, sesje i transakcje, selector, typy wierszy); (2) pyta o konkretny mechanizm ORM — Session, Commit/Save, optimistic lock, Context, RowCondition, Datapack, ViewInfo, Features, thread-safety; (3) prosi o code review kodu biznesowego Soneta (safe-code); (4) pisze worker, extender, akcję w menu Czynności, folder/listę; (5) chce zinwentaryzować moduły, pola, workery lub formularze/zakładki (pola, sekcje, kolejność wprowadzania) z bibliotek DLL; (6) chce rozpocząć nowy dodatek/rozszerzenie Soneta — wygenerować szkielet źródeł z CLI (`dotnet new soneta-addon`, Soneta.MsBuild.SDK, szablony Soneta Platform Developer). Sięgnij też, gdy inny skill potrzebuje warstwy ORM/kodu biznesowego Soneta.

Generator plików business.xml dla platformy Soneta (enova365, Soneta Enterprise). Tworzy definicje obiektów biznesowych (tabel, kolumn, relacji, indeksów) zgodne ze schematem XSD. Używaj gdy użytkownik prosi o stworzenie nowego modułu biznesowego, zdefiniowanie obiektów lub encji do przechowywania w bazie danych, utworzenie relacji między obiektami, lub generowanie plików business.xml dla platformy Soneta.

Generic webapp QA fallback — use only when no project-specific QA skill applies (project-local QA wins; native builds → mobile-emulator-test). Use when "QA the app", "test CRUD", or "smoke test". Monkey / guest vs logged-in → test-exploratory. Dead buttons → plan-stub-checker. Pixel diffs → test-visual-regression.

Write effective unit tests with best practices for any project. Use when writing tests, creating test cases, improving test coverage, increasing confidence before release, or when the user mentions testing. Mutation score / assertion theater → test-mutation.

Turn a plain-text README into a visually rich showcase with a theme-aware hero image, a feature tour grid, an optional animated guided-tour GIF, and updated tech badges. Use when asked to "enhance README", "make README prettier", "add screenshots to README", "showcase the app in README", "design the README", "add hero.

Close the PDCA loop on this session's diff. Headed playwright-cli, fix as you go. Use when "test my changes", "PDCA this". Pixel diffs → test-visual-regression. Story CRUD → test-qa. Monkey / guest vs logged-in → test-exploratory.

Build or upgrade web forms to production quality: accessible structure, schema-driven validation, client↔server parity. Use when "improve this form", "form validation", "accessible form", "multi-step form", "form error handling", or "the form UX is bad".

Create Cursor rules for persistent AI guidance. Use when user wants to create a rule, add coding standards, project conventions, file-specific patterns, or mentions ".cursor/rules", "AGENTS.md", "cursor rule", "coding standard", "convention", or "AI guidance".

Close an approved plan with zero plan-related deferrals: implement every unfinished item, absorb every connected out-of-scope/follow-up/nice-to-have item parked by prior runs, fix. Use when a plan was marked done with work deferred, or the user says "complete everything", "don't defer", "fix out of scope too", "finish.

Operations, debugging, and optimization for DAG workflows. Performs root cause analysis on failures, profiles execution performance, aggregates results from parallel branches, bridges context between nodes, and learns patterns from execution history. Activate on "DAG failed", "why did it fail", "root cause", "performance profile", "aggregate results", "merge branches", "execution patterns", "optimize DAG". NOT for planning DAGs (use dag-planner), executing DAGs (use dag-runtime), or validating outputs (use dag-quality).

ALIAS for dag-orchestrator. The original DAG execution skill, now unified with orchestrator into dag-orchestrator. Use dag-orchestrator for the full HTDAG experience.

Metal/wgpu/WGSL shader surfaces for native Rust gpui apps (Zed-family, pd-console), stockpiled with beautiful copy-pasteable shader-toy examples. Use for custom GPU fragment passes behind/around gpui panes: ocean/water shaders, pixelated waves and boats, a living harbor, dithered chrome borders, sonar sweeps, aurora/starfields, CRT/scanline post. Trigger on: wgsl, wgpu, metal shader, gpui shader, shadertoy, fragment shader, SDF, noise/fbm, ordered dithering, pixelation, render-to-texture, "pixelated waves and boats", living harbor water. NOT for: web/GLSL/three.js shaders (use a web tool), non-shader gpui motion (use rust-gpui-motion), general GUI layout/color (use beautiful-gui-design), CLI/TUI (use beautiful-cli-design).

DEPRECATED: Use dag-orchestrator instead. This skill has been merged into the more powerful dag-orchestrator skill.

Designs high-performing team structures using organizational psychology AND creates new skills on-the-fly when team needs unmet expertise. Expert in team composition, personality balancing, collaboration ritual design, and skill creation for missing capabilities. Use for team design, role definition, skill gap identification. Activates on 'team building', 'team composition', 'skills needed', 'what skills'. NOT for general project management or solo work planning.

Temporal interval algebra for reasoning about time relationships in planning and knowledge representation

Strategic patterns for solving intractable problems through cascading approximation, self-improvement, and heterogeneous evaluation from DeepMind's AlphaGo system

Compassionate bereavement support, memorial creation, grief education, and healing journey guidance. Specializes in understanding grief stages, creating meaningful tributes, and supporting the non-linear path of loss.

Post-execution skill crystallization and learning engine updates for WinDAGs. Runs after successful execution to update Thompson sampling parameters, track method quality, detect monster-barring, log near-miss events, and signal Kuhnian crises. Activate on "curator", "learning update", "skill crystallization", "Thompson sampling", "monster-barring", "near-miss", "Kuhnian crisis", "post-execution learning". NOT for pre-execution risk scanning (use windags-premortem), retrospective analysis (use windags-looking-back), or DAG construction (use windags-architect).

Manage feature manifests for code traceability. Use when creating new features, updating existing features, checking feature health, or exploring the feature-to-code relationship. Activates for manifest validation, feature creation, changelog updates, and traceability queries.

AI-powered career biographer that conducts empathetic interviews, extracts structured career narratives, and transforms professional stories into portfolios, CVs, and personal brand assets. This skill should be used when users want to document their career journey, create professional portfolios, generate CVs, or craft compelling career narratives.

Build ontology logs (ologs) from problem descriptions using categorical foundations. Use when designing problem taxonomies, classifying tasks for routing, building knowledge libraries, establishing formal analogies between domains via functor search, or translating between natural language and database schemas. NOT for OWL/RDF ontology work, query tuning, or graph modeling without functional-arrow discipline.

Modernizes legacy scripts (bash, Node, Python) by replacing deprecated APIs, adding error handling, converting callbacks to async/await, and improving maintainability. Turns brittle one-off scripts into reliable, documented tools.

Mental models and decision frameworks for building autonomous agents that continuously learn, explore, and accumulate skills in open-ended environments without human supervision

Agency builder — Positionnement, offres, pricing, recrutement freelances, processus de livraison

Analisa os efeitos da revelia (CPC 344-346) e suas excecoes (345), tanto quando o cliente e o revel quanto quando a parte contraria e revel. Cobre a presuncao de veracidade dos fatos (344), as quatro hipoteses em que ela NAO opera (345 — litisconsorte contestante, direito indisponivel, falta de instrumento que a lei repute indispensavel, fatos inverossimeis/contraditorios com a prova), a fluencia de prazos sem intimacao (346) e a possibilidade de o revel ingressar e produzir prova. Use quando o operador disser revelia, reu revel, parte nao contestou, efeitos da revelia, presuncao de veracidade, ou meu cliente perdeu o prazo de defesa.

Instaura/atua em IRDR — Incidente de Resolucao de Demandas Repetitivas (CPC 976, requisitos simultaneos: I efetiva repeticao sobre questao unicamente de direito + II risco a isonomia/seguranca; legitimados 977; admissibilidade 981; suspensao no Estado/regiao 982 I; tese aplicada a todos e aos casos futuros 985; revisao 986; REsp/RE 987) ou IAC — Incidente de Assuncao de Competencia (CPC 947, questao relevante de grande repercussao social SEM repeticao; acordao vinculante §3), com efeito vinculante da tese (CPC 927 III). Use quando o operador disser IRDR, incidente de resolucao de demandas repetitivas, IAC, assuncao de competencia, tese vinculante regional, muitos processos iguais, suspensao por IRDR.

Trata o saneamento e a organizacao do processo (CPC 357): resolucao das questoes processuais pendentes, fixacao dos pontos controvertidos, delimitacao das questoes de direito relevantes, distribuicao do onus da prova (357 II c/c 373 §1 — distribuicao dinamica) e definicao das provas a produzir e da audiencia de instrucao. Cobre o saneamento compartilhado (357 §3) e o pedido de esclarecimento/ajuste em 5 dias (357 §1). Use quando o operador disser saneamento, decisao de saneamento, pontos controvertidos, organizacao do processo, distribuicao do onus da prova, ou houver despacho saneador a impugnar/cumprir.

Define o estilo juridico das pecas civeis do plugin — peticoes iniciais, contestacoes, replicas, recursos, manifestacoes, razoes. Use sempre que outra skill for redigir um texto civel, para garantir tom, estrutura, enderecamento e terminologia processual corretos. Acionada internamente pelas skills de redacao.

Recupera e explica dispositivos do Codigo Civil (Lei 10.406/2002) sob demanda das outras skills do plugin civel — negocios juridicos, prescricao e decadencia, obrigacoes, contratos, responsabilidade civil e direitos reais. Localiza o artigo por grep em context/cc-10406-02.md, traz texto + finalidade + requisitos + excecoes, e cruza com context/cpc-cc-alteracoes-recentes.md (CC/2002 vigente; PL 4/2025 so monitorar). Use quando precisar do texto exato/vigente de um artigo do CC, ou quando o operador disser qual o art. do CC sobre X, o que diz o CC sobre prescricao/contrato/dano/posse, prazo prescricional, base legal material, fundamento de direito material, esse artigo do Codigo Civil mudou.

Redige a replica do autor e cobre as providencias preliminares (CPC 350-353): manifestacao sobre as preliminares e os documentos juntados com a contestacao, e impugnacao dos fatos impeditivos/modificativos/extintivos alegados pelo reu (350 — prazo 15 dias). Trata tambem a hipotese das materias do 337 (351). Use quando o operador disser replica, manifestacao sobre contestacao, impugnar a contestacao, providencias preliminares, o reu juntou documentos, ou houver prazo para o autor falar apos a defesa.