stock-question-refiner
股票投资调研问题细化技能。将用户提供的股票名称/代码细化为结构化的8阶段投资尽调指令。通过提问澄清投资风格（价值/成长/困境反转）、持有周期（短/中/长线）、风险偏好、研究重点，生成符合专业投资研究标准的结构化调研任务。当用户提到股票分析、投资研究、股票尽调时使用此技能。
stock-research-executor
股票投资调研执行引擎，执行8阶段投资尽调流程。接收stock-question-refiner生成的结构化调研指令，部署多智能体并行研究，生成带引用的投资尽调报告。覆盖：公司事实底座、行业周期、业务拆解、财务质量、股权治理、市场分歧、估值护城河、综合报告。当用户需要进行股票投资研究、基本面分析、投资尽调时使用此技能。
synthesizer
将多个研究智能体的发现综合成连贯、结构化的研究报告。解决矛盾、提取共识、创建统一叙述。当多个研究智能体完成研究、需要将发现组合成统一报告、发现之间存在矛盾时使用此技能。
citation-validator
验证研究报告中所有声明的引用准确性、来源质量和格式规范性。确保每个事实性声明都有可验证的来源，并提供来源质量评级。当最终确定研究报告、审查他人研究、发布或分享研究之前使用此技能。
got-controller
Graph of Thoughts (GoT) Controller - 管理研究图状态，执行图操作（Generate, Aggregate, Refine, Score），优化研究路径质量。当研究主题复杂或多方面、需要策略性探索（深度 vs 广度）、高质量研究时使用此技能。
question-refiner
将原始研究问题细化为结构化的深度研究任务。通过提问澄清需求，生成符合 OpenAI/Google Deep Research 标准的结构化提示词，完全替代 ChatGPT 的问题细化功能。当用户提出研究问题、需要帮助定义研究范围、或想要生成结构化研究提示词时使用此技能。
tinybird
Tinybird file formats, SQL rules, optimization patterns, and best practices for datasources, pipes, endpoints, and materialized views.
tinybird-cli-guidelines
Tinybird CLI commands, workflows, and operations. Use when running tb commands, managing local development, deploying, or working with data operations.
tinybird-python-sdk-guidelines
Tinybird Python SDK for defining datasources, pipes, and queries in Python. Use when working with tinybird-sdk, Python Tinybird projects, or data ingestion and queries in Python.
tinybird-typescript-sdk-guidelines
Tinybird TypeScript SDK for defining datasources, pipes, and queries with full type inference. Use when working with @tinybirdco/sdk, TypeScript Tinybird projects, or type-safe data ingestion and queries.
clojure-review
Review Clojure and ClojureScript code changes for compliance with Metabase coding standards, style violations, and code quality issues. Use when reviewing pull requests or diffs containing Clojure/ClojureScript code.
add-tracing
Add OpenTelemetry tracing spans to Clojure code following Metabase tracing conventions. Use when instrumenting backend code with trace coverage.
fe-modularization
Deciding where frontend code lives — tier model, move mechanics, extension points, side effects, naming, and the traps. Use when moving code between modules, carving new modules, fixing boundary violations, adding a barrel or an endpoint, or reviewing module-shape decisions.
serdes-yaml-edit
Edit Metabase serdes YAML files (cards, dashboards, databases) with correct portable references and structural conventions. Use when modifying exported YAML content.
e2e-test-create
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query-dialect
The query dialect execute_query and question_write's `query` accept — numeric table/field ids, clause shape, filters, aggregation, breakouts, joins, expressions, multi-stage queries, saved-card sources. Read before authoring any non-trivial query, or on a shape / unknown-id rejection. Triggers — "write an MBQL query", "aggregate and group by", "join two tables", "filter then re-aggregate", "month-over-month", "query a saved question or model".
metabase-data-app-actions
Use when a Metabase data app needs to trigger a write or mutation — submitting a form, updating a row, deleting an entry, running a saved action, or any "do something" interaction. Covers invoking an existing action via `useAction`, parameter typing, response handling, and the critical post-action refresh of any UI data the action may have changed.
metabase-data-app-routing
Add client-side routing (multiple pages) to an existing Metabase data-app project using the host-provided `DataAppRouter`, `DataAppLink`, and `useDataAppLocation` primitives. Use when the user has an existing data-app project and wants more than one page.
metabase-data-app-semantic-layer
Use when building, creating, or editing data apps that should query Metabase tables and metrics through generated schema files like metabase.data.ts or *.metabase.data.ts.
metabase-data-app-setup
Scaffold a new Metabase data-app into the connected remote-sync repository's `data_apps/<app>/` directory from the `data-app-template`. Use when the user asks to start, create, scaffold, or set up a data-app from scratch.
transforms
Authoring transforms with transform_write — the query source (definition vs query_handle), the target table and what patching it renames, why the target database is never yours to choose, the two shapes the tool refuses (python, incremental), tags and folders. Read before your first transform_write. Triggers — "make a transform", "materialize this query into a table", "build a table other questions can query", "rename a transform's output table", "why won't it let me edit this transform".
add-malli-schemas
Efficiently add Malli schemas to API endpoints in the Metabase codebase with proper patterns, validation timing, and error handling
metabase-ui-component-from-figma
Update or build a Metabase design-system component (frontend/src/metabase/ui — Chip, Badge, Alert, Switch, etc.) to match a Figma spec described in a Linear issue. Use when a ticket asks to restyle an existing `metabase/ui` component or implement a new one from Figma. Covers: checking out the issue, mapping the component (usage/blast radius for an existing one, or scaffolding a new one), building a Storybook showcase matrix (before styling for existing components, after for new ones), styling from exact Figma tokens while iterating with the user, and committing + migrating call sites LAST.
clojure-eval
Evaluate Clojure code via nREPL using clj-nrepl-eval. Use this when you need to test code, check if edited files compile, verify function behavior, or interact with a running REPL session.
documents
The Metabase-flavored Markdown grammar for document_write — the CommonMark subset, {% card %} embeds, {% entity %} links, ::: layout containers (flex / supporting / resize) and nesting rules, surgical `edits` and their limits, card clones, comments. Triggers — "create a document / report", "put prose beside a chart", "embed a question in a document", "edit a document", "document comments".
visualization-settings
Choosing a card's `display` and authoring `visualization_settings` for question_write and patch_dashcard — which chart fits which data shape, the output-column-name rule, minimum keys per chart family, map regions, the column_settings JSON-string-key footgun. Triggers — "make this a bar/line/pie chart", "what chart should I use", "format as currency", "the card renders as a table instead of a chart", "conditional formatting", "region map".
analytics-events
Add product analytics events to track user interactions in the Metabase frontend
mutation-testing
Run mutation testing on a Clojure namespace, generate tests to kill surviving mutations, and open draft PRs with Linear issue tracking.
clojure-write
Guide Clojure and ClojureScript development using REPL-driven workflow, coding conventions, and best practices. Use when writing, developing, or refactoring Clojure/ClojureScript code.
dashboard-layout
Dashboard layout with dashboard_write ops — the 24-column grid, per-display default sizes, explicit position vs autoplace, the KPI-row pattern, headings and text cards, tabs and the every-card-needs-a-tab rule. Triggers — "build a dashboard from these cards", "the dashboard is squished into half the width", "arrange the cards", "add a tab", "make a KPI row".
e2e-test
Run Cypress E2E tests, analyze failures including screenshots, and stress test for flakiness
serdes-workflow
Export content from a running Metabase instance, validate with checkers, edit YAML, and import back. Use when the user wants to export, import, or run the full serdes round-trip workflow.
docs-write
Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing documentation files (markdown, MDX, etc.).
native-parameters
Template tags for native SQL questions written through question_write's `native` — tag kinds, field-filter vs raw-variable, the template_tags shape, widget types, [[ ]] optional blocks, wiring tags to dashboards. Read before first passing template_tags. Triggers — "add a filter widget to my SQL", "parameterize this query", "field filter", "why does my variable return no rows", "wire a dashboard filter to a SQL card".
docs-review
Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files.
typescript-review
Review TypeScript and JavaScript code changes for compliance with Metabase coding standards, style violations, and code quality issues. Use when reviewing pull requests or diffs containing TypeScript/JavaScript code.
dashboard-filters
Dashboard parameters via dashboard_write — add_parameter types and value sources, the wire_parameter target grammar (target_field vs target_tag vs raw target), autowire, linked filters, inline parameters, tab visibility. Read before your first add_parameter or wire_parameter. Triggers — "add a filter to this dashboard", "wire a filter to these cards", "make a filter cascade", "filter dropdown values", "why isn't my filter showing / doing anything".
e2e-test-review
Review Cypress E2E spec files for Metabase conventions, common gotchas, and flakiness/performance issues. Use when reviewing pull requests or diffs containing Cypress spec files in e2e/test/scenarios/.
playwright-mcp-metabase
Drive Metabase's UI with the Playwright MCP browser tools (mcp__playwright__browser_*). Covers the snapshot/act/check pattern, Mantine component pitfalls (Menu race, Select/MultiSelect, the Escape-closes-modal trap, portal scoping), and Metabase-specific login flows. Use whenever a session needs to interact with the Metabase UI through Playwright MCP.
emotion-migrate
Migrate Emotion styled-components to Mantine components with style props and CSS modules. Use when converting .styled.tsx files or removing @emotion imports from components.
typescript-write
Write TypeScript and JavaScript code following Metabase coding standards and best practices. Use when developing or refactoring TypeScript/JavaScript code.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
multi-agent-patterns
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
evaluation
Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering choices, or measuring improvements over time.
mcp-builder
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memory-systems
Design and implement memory architectures for agent systems that persist state across sessions, maintain entity consistency, and reason over structured knowledge. Use when building agents that persist knowledge across sessions, choosing between memory frameworks, maintaining entity consistency, or designing memory architectures for production.
skill-creator
Guide for creating effective skills. Use when creating a new skill or updating an existing one to extend agent capabilities with specialized knowledge, workflows, or tool integrations.
spec-first
Enforces a spec → plan → execute → verify loop before writing code, preventing "looks right" failures. Activates on "build X", "implement...", "add a feature that...", or any multi-file/unclear-requirements request. Creates spec.md, todo.md, and decisions.md as durable artifacts.
tool-design
Design tools that agents can use effectively, including when to reduce tool complexity. Use when creating, optimizing, or reducing the set of tools available to an agent.
api-design-expert
Expert in RESTful API design, OpenAPI/Swagger documentation, versioning, error handling, and API best practices for NestJS applications. Use when designing API endpoints, building RESTful APIs, writing OpenAPI/Swagger docs, implementing versioning, or designing error responses and DTOs.
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