Proves

kaizen:why

NeoLabHQ

Iterative Five Whys root cause analysis drilling from symptoms to fundamentals

customaize-agent:test-skill

NeoLabHQ

Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to address failures, iterating to close loopholes

code-review:review-local-changes

NeoLabHQ

Comprehensive review of local uncommitted changes using specialized agents with code improvement suggestions

dart-test

dartsim

DART testing patterns - unit tests, integration tests, CI validation

dart-python

dartsim

DART Python bindings (dartpy) - nanobind, wheel building, API patterns

dart-test

dartsim

"DART Test: unit tests, integration tests, CI validation, and debugging"

dart-mechanical-refactor

dartsim

"DART Mechanical Refactor: perform a behavior-preserving mechanical refactor"

dart-build

dartsim

DART build system knowledge - CMake, pixi, dependencies, troubleshooting

nuxt-modules

nuxt-content

"Use when creating Nuxt modules: (1) Published npm modules (@nuxtjs/, nuxt-), (2) Local project modules (modules/ directory), (3) Runtime extensions (components, composables, plugins), (4) Server extensions (API routes, middleware), (5) Releasing/publishing modules to npm, (6) Setting up CI/CD workflows for modules. Provides defineNuxtModule patterns, Kit utilities, hooks, E2E testing, and release automation."

testing-standards

DaveSkender

Testing conventions for Stock Indicators. Use for test naming (MethodName_StateUnderTest_ExpectedBehavior), FluentAssertions patterns, precision requirements, and test base class selection.

code-completion

DaveSkender

Quality gates checklist for completing code work before finishing implementation cycles

moai-workflow-worktree

modu-ai

Git worktree management for parallel SPEC development with isolated workspaces, automatic branch registration, and seamless MoAI-ADK integration. Use when setting up parallel development environments, creating isolated SPEC workspaces, managing git worktrees, or working on multiple features simultaneously. Do NOT use for regular git operations like commit or merge (use manager-git agent instead).

moai-lang-java

modu-ai

Java 21 LTS development specialist covering Spring Boot 3.3, virtual threads, pattern matching, and enterprise patterns. Use when building enterprise applications, microservices, or Spring projects.

moai-design-tools

modu-ai

Design tool integration specialist covering Figma MCP, Pencil renderer, and Pencil-to-code export. Use when fetching design context from Figma, rendering Pencil DNA codes to .pen frames, exporting .pen designs to React/Tailwind code, or choosing design-to-code workflows. Supports design fetching (Figma), visual rendering (Pencil MCP), and code generation (React/Tailwind).

Invalid_Name_With_Underscore

iwillig

Test with <angle brackets>

interview

BenjaminG

Interview user to clarify any topic - exploring codebase, investigating issues, planning features, understanding requirements, or drilling into plans. Socratic questioning to uncover details.

add-provider

ThinkInAIXYZ

Add a DeepChat LLM provider through explicit reviewed source changes. Use when a developer asks Codex to add a provider, provider profile, upstream provider config, model catalog mapping, provider auth behavior, or a special provider adapter in this repository.

deepchat-sdd

ThinkInAIXYZ

Use before substantial DeepChat code, configuration, documentation, test, build, feature, issue, refactor, or architecture changes that need a durable RFC and an explicit execution path. Skip trivial style fixes, small localized logic changes, routine docs edits, and simple bugs unless the developer asks for SDD. Use plan.md as the only separate tracker when needed, default to implementation-first validation, and ask before optional GitHub issue sync unless the developer explicitly requested sync.

mz-test

MaterializeInc

This skill should be used when the user wants to "run tests", "run testdrive", "run sqllogictest", "run mzcompose", "run cargo test", "run pgtest", "rewrite test results", "add a test", "reproduce a bug", "write a regression test", or mentions testing, testdrive, sqllogictest, mzcompose, pgtest, cargo test, nextest, flaky tests, or test failures in the Materialize repository. Use this skill even if the user just says "test this" or "how do I verify this works" without naming a specific framework.

materialize

MaterializeInc

ralph-wiggum

fstandhartinger

Autonomous AI coding with spec-driven development. Implements Geoffrey Huntley's iterative bash loop methodology where agents work through specs one at a time, outputting a completion signal only when acceptance criteria are 100% met.

hai-idea

hylarucoder

Evaluates whether an idea deserves attention and returns a clear verdict — Do / Validate first / Reframe / Defer / Kill — with a dimension-by-dimension scorecard (pain, audience, leverage, timing, cost, risk, proof path), the strongest objection, a stronger reframe, and the cheapest validation test. Use whenever the user wonders if an idea, feature, product, or project is good, worth doing, worth their time, too vague, risky, low-value, a distraction, or a fake need; wants two or more ideas compared and ranked; or asks whether to build, ship, kill, postpone, reframe, or turn it into a goal or PRD — even when they only say it casually and never ask for an evaluation. Trigger on 想法是不是好主意, 我有个想法, 帮我看看这个想法, 这个点子怎么样, 值不值得做, 值得投入吗, 要不要做, 该不该做, 这个需求要不要接, 是否应该验证, 该不该砍掉, 是不是伪需求, 是不是在瞎折腾, 哪个更值得做, and casual English like "should I build this", "is this worth my time", "worth doing? or kill it".

community-building

RefoundAI

Help users build and grow product communities. Use when someone is starting a community, scaling an ambassador program, driving community-led growth, or choosing between user, developer, or partner communities.

launch-marketing

RefoundAI

Help users plan and execute product launches. Use when someone is planning a product launch, preparing PR outreach, coordinating a go-to-market campaign, launching on Product Hunt, or asking how to generate buzz for a new feature or product.