Use when an agent's performance is uneven and you want systematic improvement. Runs diagnose -> challenge-gen -> challenge-run -> update learnings in a loop.
Adapt post copy per platform — character limits, hashtags, CTAs, tone, and compliance checking.
Add Google Analytics 4 tracking to any project. Detects framework, adds tracking code, sets up events, and configures privacy settings.
นำไฟล์บิล/ใบกำกับภาษี (PDF หรือรูปภาพ, มีได้หลายบิลในไฟล์เดียว) เข้าระบบ bill-ledger.web.app ให้ครบ พร้อมเขียนคำอธิบายรายการสินค้าและผูกผังบัญชีให้ถูกต้อง ไม่ใช่แค่ยิง AI…
Use when adding a new Blazor page, dialog, or ViewModel to {{SolutionName}} Presentation layer. Covers ViewModel interface + implementation, ServiceClient, Refit client method,…
Add a new book to the documentation collection. Use when user provides a URL to a book page or tweet linking to one.
Go through the entire Go codebase, improve code comments, add logic explanations for non-trivial implementations, document uncommented exported symbols, and note any discovered…
Add a new custom CodeInspector rule to detect problematic Wolfram Language patterns. Use when asked to: "add a code inspector rule", "create an inspection rule", "add a lint…
Add a new table column type to Sim — registry entry, icon, storage shape, coercion, and the behavioral hooks the grid and API read.
Add a community extension to the Spec Kit catalog from a GitHub issue submission. USE FOR: processing extension submission issues, validating catalog entries, updating…
Adds one or more company records to the Carta CRM via the Carta CRM MCP Server. Use this skill when the user says things like "add a company", "create company record", "add…
Adds one or more contact records to the Carta CRM via the Carta CRM MCP Server. Use this skill when the user says things like "add a contact", "create a contact record", "add…
Creates one or more deal records in the Carta CRM via the Carta CRM MCP Server. Use this skill when the user says things like "add a deal", "create a deal", "log a deal", "add…
Scaffold a new Firestore collection with strict types and a client hook. Use when a feature needs new persisted data (e.g. todos, notes, links).
Adds one or more fundraising records to the Carta CRM via the Carta CRM MCP Server. Use this skill when the user says things like "add a fundraising", "create a fundraising", "log…
Adds one or more investor records to the Carta CRM via the Carta CRM MCP Server. Use this skill when the user says things like "add an investor", "/add-investor", "add investor to…
Adds a new LLM provider to the multi-provider rotation system. Use when the user wants to add a new AI provider like OpenAI, Together, Fireworks, etc.
Create a new Pereira Tech Talks monthly meetup entry (single bilingual file) with optional linked talks, speakers, and sponsors.
Procedure for adding a new analysis method or data source to the llm_trader pipeline.
Add a new permission key to the PDA app — the backend PermissionKey enum and the frontend Permission mirror, kept in sync. Use when you need a new role-grantable permission.
프로젝트의 rules 구조에 새 규칙을 추가합니다. Progressive Disclosure 원칙에 따라 구조화된 규칙 파일을 생성합니다. "규칙 추가", "rule 추가", "새 규칙 만들기" 요청 시 활성화.
Add a nightly/daily/monthly background job to the WaterPoloMaster APScheduler setup — idempotent job function with its own session, cron registration in club timezone ordered…
Put an integration that will change at scale behind one interface (a new provider, store or transport), so a later swap is a new implementation and not new callers.
Add a new TCG Pocket expansion set to the project. Use when asked to add a new set, expansion, or pack.
Add a new sound effect or ambient audio to the game. Use when wiring up a new 2D UI sound or a 3D positional sound for a game entity or world event.
Neue Spezifikation analysieren, in Phasen aufteilen und in den Master-Implementierungsplan aufnehmen. Erkennt automatisch neue Spec-Dateien.
Implement new ADT object type handler with full read/write support and command line interface.
Use when the extension adopts a new technology (a library, framework, protocol, or service — e.g. Solr, a language server, a webview UI framework) and you want reusable…
Add a new email template or email signature to the email-worker. Use when: new email body template, new HTML signature, new language template, add bilingual template, register…
Add a video recording to an existing talk. Use when a conference talk has been recorded and the video URL is available.
Use this skill when adding a milestone to an existing project, starting a new milestone cycle, creating the first milestone after project init, or defining what's next after…
Use this skill to capture an idea, task, or issue that surfaces during a Kata session as a structured todo for later work.
Review and address unresolved pull request comments authored by bots, not humans. Use when asked to evaluate automated PR review feedback, fix valid findings, explain rejected…
THIS IS THE MOST IMPORTANT SKILL!!! Plain-language format for one chunk of content, with escalating detail: 1-line summary, then a 5-line version, then a 3-part deep dive added…
Scaffolds an Obsidian-compatible vault from the user manifest. Two modes — fresh-vault (creates Inbox/Logs/Plans/.coordination plus a personalized CLAUDE.md and System Backlog…
Adopt a typed .spec.ts for an existing hand-written CLAUDE.md — start from the file you already have, non-destructively
Quarterly life-admin sweep tailored to life stage — renewals, audits, reviews — so admin items don't drift into emergencies.
Perform a task with a worker agent, critique it with an adversary agent, and apply the accepted critiques with a reconciler agent.
Send a notification, push notification, alert the user, remind the user. iOS push and local notification implementation — APNs setup, scheduling, rich content, actions, permission…
Find all source files, AEM pages, and dialog fields for an AEM component. Use when a developer asks "where is component X?", "what files for hero?", or any component lookup…
Check health of AEM project infrastructure — verifies component definitions, OSGi configs, dispatcher rules, and content structure against expected state.
Visually verify a component's frontend rendering on local AEM — screenshots the component in wcmmode=disabled, compares against Figma reference or requirements using multimodal…
Configure AEM-specific settings for the dx workflow. Detects AEM project structure, component paths, and brands. Appends aem section to .ai/config.yaml. Run after /dx-init.
Find AEM pages that use a specific component. Returns page paths with clickable author URLs. Use when you need to find where a component is used on the AEM instance.
Verify a story's implementation on AEM as the QA Agent — navigate pages, check component rendering and dialogs, capture screenshots, and create Bug tickets for issues found.
Post QA handoff comment to ADO with QA page URLs, prerequisites, and wiki link. Reuses test page from /aem-doc-gen if available, otherwise creates its own on QA AEM.
Refresh .ai/project/ seed data files from a local path or remote ADO docs repo. Use when project knowledge files need updating.
Snapshot a component's AEM state before development — dialog fields, properties, and pages where it's used. Saves baseline to specs for later comparison.
遍历标记为 ready-for-agent 的 GitHub issue，将每个 issue 分派到隔离 git worktree 中的全新上下文的子 agent。所有 issue 完成后，提醒用户手动运行 code review 或 QA。当用户希望将 AFK agent 用于 issue、提到 "Ralph loop"、"夜班"、"AFK 实现"、"让…
Entry point do sistema. Recebe qualquer pedido, classifica, roteia para a melhor combinação de skills/agents/plugins, e monitora.
Maquina autonoma de entrega. Preview, producao, rollback — pipeline completo com preflight, build, deploy, smoke, monitor. Recovery automatico.
Maquina autonoma de documentacao. Office (PPTX, DOCX, XLSX, PDF), projeto (README, API), diagramas, specs, changelogs, data dictionaries, CSV transform — 16 modos, auto-detecta,…
Maquina autonoma de inicializacao. Projeto novo, setup ambiente, explorar codebase, pesquisar alternativas — produz ambiente pronto para dev.
Analise proativa de codebase. Sugere melhorias de arquitetura, performance, seguranca e DX sem ser pedido. Diferente de review (reativo), o advisor e proativo e holistic.
Analisa padroes de codigo, debitos tecnicos, riscos arquiteturais. Produz diagnostico com prioridades P0-P3. Use when analyzing code quality, tech debt, or architectural risks.
Avaliacao tecnica de software externo antes de incorporacao. Analisa stack, qualidade, seguranca, dados e compatibilidade. Produz score Go/No-Go.
QAT-Benchmark PDCA Orchestrator — executa benchmark de qualidade AI com dual-run (app vs baseline), triple-scorer, 8 dimensoes, Parity Index e ciclo PDCA de melhoria continua.
Busca passagens aereas reais via Google Flights (fast-flights). Retorna tabela com cia, horarios, duracao e precos em BRL.
Bug hunter proativo. Scan autonomo de anti-patterns, null refs, race conditions, type mismatches, error handling gaps.
Spawna builder (ag-implementar-codigo) + validator (ag-revisar-codigo) em paralelo. Builder implementa, validator verifica em tempo real. Pattern de Boris Cherny.