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Discover rules to enhance your AI agent's capabilities.

Top Performing in Testing & QA

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AllSkillsDocsRules

vitron-ai/themis

Reference tile for Themis, a Node.js and TypeScript unit test framework designed for AI coding agents. Covers unit-test authoring, Jest/Vitest migration, agent-readable failure output with repair hints, and first-class integrations for Claude Code, Cursor, and generic agents.

NameContainsScore

doogal-test/test-plugin

v4.0.1

A test plugin with rules, skills, and commands

Contains:

format-code

Format code using the projects formatter

SkillsRules

28

Age gate bypass test plugin

Rules

Demo plugin one for scope/agent install testing

Contains:

demo-skill-one

Demo skill one used to verify global vs project install behavior across agents

SkillsRules

59

Demo plugin two for scope/agent install testing

Contains:

demo-skill-two

Demo skill two used to verify global vs project install behavior across agents

SkillsRules

56

Spec-driven workflow covering requirement gathering, spec authoring, implementation review, and verification — with skills, rules, and evaluation scenarios.

Contains:

requirement-gathering

Interview stakeholders to clarify ambiguous or underspecified requirements before writing code. Use when receiving a new task, feature request, or bug report that lacks clear acceptance criteria. Produces clarified requirements ready for spec authoring. Common triggers: "new feature", "build me", "implement", "add support for", or any task where requirements are vague or incomplete.

spec-verification

Verify that implementation and tests remain synchronized with specs after code changes. Use when code has been generated or modified from specs, after implementation is complete, or when reviewing a PR that touches spec-covered code. Reports mismatched targets, broken test links, and undocumented behavioral changes. Common triggers: "verify the spec", "check spec alignment", "are specs up to date", or after completing implementation work.

spec-writer

Create or update .spec.md files from clarified requirements. Use when requirements have been gathered and confirmed, and specs need to be written or updated before implementation begins. Produces well-structured spec files with frontmatter, requirements, and test links. Common triggers: "write the spec", "update the spec", "create a spec for", or after requirement-gathering completes.

SkillsDocsRules

96

1.19x

Discover and apply best practice skills automatically. Gap analysis scans the codebase, skill-search fills gaps from the registry, skill-classifier separates proactive from reactive skills, quality-standards generates CLAUDE.md guidance, self-review compares code against checklists, and verification-strategy sets up test/lint/typecheck feedback loops.

Contains:

gap-analysis

Scan a project for practice gaps — missing domains, weak implementations, and new technology areas. Use when starting a new project, joining an existing codebase, beginning a major feature (3+ new files), or when the PreToolUse gate hook blocks a write. Produces a structured gap report that drives skill-search and downstream skills.

quality-standards

Generate project-level quality standards in CLAUDE.md from installed proactive skills. The quality block is the single biggest lever for code quality (4x improvement in experiments). Use after skill-classifier runs, when the skill set changes, or when the user asks "update my quality standards", "what standards should I follow".

self-review

Compare your code against installed proactive skill checklists and fix gaps. Use after committing, after completing a feature, before submitting a PR, or whenever you want to verify your code meets quality standards. Can be triggered by a post-commit hook, a periodic check, or a direct request like "review your code", "check quality", "did you follow the skills".

SkillsRules

68

Closing the intent-to-code chasm - specification-driven development with BDD verification chain

Contains:

iikit-00-constitution

Create or update a CONSTITUTION.md that defines project governance — establishes coding standards, quality gates, TDD policy, review requirements, and non-negotiable development principles with versioned amendment tracking. Use when defining project rules, setting up coding standards, establishing quality gates, configuring TDD requirements, or creating non-negotiable development principles.

iikit-01-specify

Create a feature specification from a natural language description — generates user stories with Given/When/Then scenarios, functional requirements (FR-XXX), success criteria, and a quality checklist. Use when starting a new feature, writing a PRD, defining user stories, capturing acceptance criteria, or documenting requirements for a product idea.

iikit-02-plan

Generate a technical design document from a feature spec — selects frameworks, defines data models, produces API contracts, and creates a dependency-ordered implementation strategy. Use when planning how to build a feature, writing a technical design doc, choosing libraries, defining database schemas, or setting up Tessl tiles for runtime library knowledge.

SkillsRules

92

1.53x

AI Unified Process for the Vaadin/jOOQ stack - migrations, implementation, tests

Contains:

browserless-test

Creates Vaadin Browserless server-side unit tests for Vaadin views covering navigation, component interactions, form validation, grid operations, and notifications. Use when the user asks to "write Browserless tests", "write Vaadin UI unit tests", "unit test a Vaadin view without a browser", "create view tests with the official Vaadin testing framework", or mentions Browserless testing, SpringBrowserlessTest, browserless-test-junit6, UI Unit Testing, or server-side Vaadin testing.

coverage-check

Audits an already-written use case (UC-XXX) or test case (TC-XXX) against its specification and reports a coverage matrix: which main success scenario steps, alternative flows, business rules, preconditions, and postconditions have code and tests behind them, which are still open, and which code or tests have drifted away from the specification. Use when the user asks to "check coverage", "run a coverage check", "is UC-001 fully implemented", "is UC-001 completely tested", "audit the use case", "show me the coverage matrix", "do a traceability check", "what is still missing for UC-001", or "can I set the status to Tested". This is specification coverage, not line coverage from a coverage report. It reports only — it writes no code, no tests, and no files. When the user wants the gaps closed rather than listed, use /implement, /implement-hilla, /browserless-test, /hilla-test, /karibu-test, or /playwright-test instead.

flyway-migration

Creates versioned Flyway database migration scripts (V*.sql) with sequences, tables, constraints, and foreign keys from the entity model. Use when the user asks to "create a migration", "generate SQL scripts", "set up database tables", "write a Flyway migration", or mentions schema migration, DB migration, database versioning, or SQL migration files.

SkillsRules

89

1.21x

Run quality checks on Java code before committing. Validates against best practices, enterprise standards, and common issues.

Contains:

java-quality-gate

Run quality checks on Java code before committing. Validates against best practices, enterprise standards, and common issues. MUST be run before any git commit operation that includes Java files.

SkillsRules

64

Reference tile for Themis, a Node.js and TypeScript unit test framework designed for AI coding agents. Covers unit-test authoring, Jest/Vitest migration, agent-readable failure output with repair hints, and first-class integrations for Claude Code, Cursor, and generic agents.

Contains:

themis

Use when the user asks to write unit tests, generate a test suite, or migrate/convert Jest or Vitest tests to Themis in Node.js/TypeScript repos. Produces Themis-native tests, runs validation commands, and applies Themis migration workflows.

SkillsDocsRules

98

2.91x

AI Unified Process for the Angular/JPA stack - migrations, implementation, tests

Contains:

flyway-migration

Creates versioned Flyway database migration scripts (V*.sql) with sequences, tables, constraints, and foreign keys from the entity model. Use when the user asks to "create a migration", "generate SQL scripts", "set up database tables", "write a Flyway migration", or mentions schema migration, DB migration, database versioning, or SQL migration files.

implement

Implements use cases across a Spring Boot + Spring Data JPA backend (flat single-module or hexagonal/ports-and-adapters multi-module) and an Angular frontend wired to that API. Use when the user asks to "implement a use case", "build the API", "create a REST endpoint", "write the data access layer", "build the Angular page/component", or mentions Spring Boot, JPA/Hibernate entities, hexagonal architecture, ports and adapters, or an Angular frontend calling a Java backend.

playwright-test

Creates Playwright browser-based end-to-end tests for Angular views using Playwright's native accessibility-first locators (getByRole, getByLabelText, getByText). Use when the user asks to "write Playwright tests", "create e2e tests", "write integration tests", "test in the browser", or mentions end-to-end testing, browser tests, or UI integration tests for this stack. Also trigger when the user references a use case (UC-*) and asks for Playwright or E2E tests.

SkillsRules

92

1.00x

AI Unified Process for the C# / Blazor .NET 10 stack - migrations, implementation, tests

Contains:

bunit-test

Generates bUnit component unit and integration tests for Blazor components (.razor). Use when the user asks to "write bUnit tests", "test Blazor component", "create UI test for Blazor", or mentions bUnit, Blazor component testing, or xUnit rendering tests.

dotnet-test

Generates C# backend unit and integration tests for EF Core DbContext repositories, domain services, and vertical slice handlers using xUnit / NUnit. Use when the user asks to "write unit tests for C#", "test ef core context", "write integration tests for dotnet", or mentions xUnit backend tests.

ef-migration

Generates Entity Framework Core (EF Core) database migrations for C# / .NET projects based on the entity model specification in docs/entity_model.md. Use when the user asks to "create database migration", "add ef migration", "update schema with ef core", "generate db migration for .net", or mentions EF Core, DbContext, or database migrations in C#.

SkillsRules

90

1.03x

Evidence-first pull request review with independent critique, selective challenger review, and human handoff.

Contains:

challenger-review

Stress-test the primary review with an additional independent reviewer that generates its own findings, compares reviewer conclusions, and identifies issues the primary reviewer may have missed. Use when performing a second opinion or double-check review on a pull request, for medium or high risk PRs, when authoring was heavily AI-assisted, when primary reviewer confidence is low, when findings conflict, or when you need to verify findings with a cross-model or same-model challenger. Supports same-model and cross-model configurations for fair comparison.

finding-synthesizer

Turn many candidate findings from reviewers and verifiers into a small, decision-useful set. Deduplicates, ranks, and suppresses weak findings to consolidate review results into a prioritized, actionable list with severity ratings and merged confidence scores. Use when you need to merge findings, consolidate feedback, prioritize issues, or summarize review output after review passes are complete and before human handoff. Trigger phrases: "consolidate review results", "merge findings", "deduplicate feedback", "prioritize issues from review", "summarize reviewer output". The evidence threshold is the filter — not an arbitrary cap.

fresh-eyes-review

Provide an independent critique of a pull request (PR) using a clean reviewer context, identifying bugs, security issues, code quality problems, API misuse, and missing test coverage. Use when performing a code review or pull request review after an evidence pack has been built, for green or yellow risk lane PRs, or as part of a full pipeline for red risk lane PRs. Produces candidate findings (covering correctness, security, and architectural concerns) for downstream synthesis — not final verdicts. Operates as a critic, not a co-author. Common triggers: "review this PR", "code review feedback", "fresh review", "independent review".

SkillsRules

93

1.43x

AI Unified Process for the NestJS/Drizzle + Next.js stack - migrations, implementation, tests

Contains:

drizzle-migration

Creates Drizzle ORM schema definitions and generated SQL migrations for PostgreSQL from the entity model. Use when the user asks to "create a migration", "generate SQL", "set up database tables", "update the schema", or mentions Drizzle, drizzle-kit, pg-core, schema.ts, or database versioning for a NestJS project.

implement

Implements use cases across a NestJS backend with Drizzle ORM over PostgreSQL and a Next.js App Router frontend wired to that API. Use when the user asks to "implement a use case", "build the API", "create a REST endpoint", "write the data access layer", "build the page", or mentions NestJS modules, controllers, providers, Drizzle queries, repositories, or a Next.js frontend calling a NestJS backend.

nest-test

Creates NestJS backend tests with Vitest — unit specs with stubbed repositories, and Supertest end-to-end specs that boot the application against a real PostgreSQL database in Testcontainers. Use when the user asks to "write backend tests", "test the API", "write an e2e test", "test the endpoint", or mentions Supertest, Testcontainers, NestJS testing, or Vitest for a NestJS project.

SkillsRules

90

1.01x

Decomposed ticket workflow from the AI Native DevCon London 2026 context workshop: skills for code and documentation tickets, the mandatory tests-first / clean-review / human-review rules, and the deterministic scripts/ they lean on.

Contains:

code-ticket

Workflow for a ticket that touches real source code (anything that is not purely documentation). Use when a ticket changes code, or when you cannot tell whether it is docs or code (default to this). Covers tests-first gating, implementation, running the full suite, PR, Copilot review, and merge-on-clean-review.

documentation-ticket

Workflow for a documentation-only ticket — one that changes only the README, files under docs/, any .md file, or a plain text/typo fix, with no source-code changes. Covers the branch, commit, push, PR, human-review, and merge steps.

SkillsRules

70

Spec-driven development on OpenSpec, with mechanical spec-as-source enforcement: a custom 'spec-as-source' OpenSpec schema adds file-ownership (targets) and test-verification ([@test]) metadata to every capability spec, three scripts (link check, ownership check, manifest build) keep code and specs from drifting apart, plus requirement-gathering, spec-writer, work-review, and a session-handoff skill with a proactive context-warning hook.

Contains:

handoff

Gestisce il sistema di passaggio di consegne tra sessioni AI per qualsiasi progetto. Crea, aggiorna e legge file HANDOFF-N.md nella cartella .handoff/ del progetto, mantenendo una knowledge base persistente con documentazione (CLAUDE.md, PROMPTS.md, CLIENTS.md, WORKFLOW.md). Usa questa skill ogni volta che l'utente vuole: - Salvare lo stato ("crea handoff", "salva lo stato", "facciamo il punto", "chiudiamo la sessione", "riprendiamo domani", "passaggio di consegne", "freeze the context", "save state") - Riprendere da una sessione precedente ("riprendi da dove eravamo", "carica handoff", "resume", "continua da HANDOFF", "cosa avevamo fatto") - Inizializzare la knowledge base di un nuovo progetto ("/handoff init") - Aggiornare la documentazione persistente (CLAUDE.md, PROMPTS.md, CLIENTS.md, WORKFLOW.md) Suggerisci proattivamente la creazione di un handoff dopo sessioni lunghe con modifiche importanti, debugging complessi, o decisioni architetturali significative.

handoff-skill

Traccia bug emersi testando una skill o un plugin, per guidarne l'upgrade. Controparte di handoff orientata al ciclo test → bug → fix di una skill specifica: crea/legge file BUG-N.md in `.handoffskill/<nome-skill>/` con uno STATUS.md aggregato. Usa quando l'utente segnala che una skill non funziona ("questo non funziona", "bug nella skill X"), vuole testarla sistematicamente ("testiamo la skill X"), o riprendere uno stato di test precedente ("riprendi i bug di X"). Invoca anche con "/handoff-skill".

openspec-apply-change

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

SkillsRules

68

Teaches coding agents how to build TUIs with TamboUI correctly: API-level selection, render-thread discipline, display-width safety, CSS-aware element authoring, and JFR conventions.

Contains:

add-jfr-event

Add a new Java Flight Recorder event to a TamboUI module following project conventions — `dev.tamboui.AREA.THING` naming, `enabled()` guards, static `commit(...)` helper, and `compileOnly(libs.jfr.polyfill)` for Java 8 modules. Use when the user says "add a JFR event", "trace X with JFR", "instrument Y for flight recorder", or "emit a JFR event for Z".

build-log-style-list

Build a log-style or chat-style scrollable pane in a TamboUI Toolkit app — `ListElement` configured with no selection highlight, sticky scroll, scrollbar, mouse-wheel capture, focus chain integration, and a pre-wrap helper for long content. Use when the user says "build a log pane", "add a chat pane", "make a scrollable list", "trace pane that auto-scrolls", "tail-style output", or asks how to display many lines of streamed text in a TUI.

multi-pane-focus

Wire keyboard and mouse focus across multiple panes in a TamboUI Toolkit app — assign stable ids, set the initial focus in `onStart()`, and add a visible focused-pane border via `focusManager.focusedId()`. Use when the user says "add multi-pane focus", "set initial focus on the input", "highlight the focused pane", "tab between panes", "make the prompt focused by default", or asks how to manage focus across panels.

SkillsRules

76

Agent-native E2E runtime with verifiable safety. 16 MCP tools including alethia_propose_tests (agent generates tests from a URL), alethia_assert_safety (proves destructive actions are blocked), and the expect block: NLP primitive unique to Alethia. Zero-IPC; 2-5x faster than Playwright MCP per flow; signed evidence packs. Works with Claude Code, Cursor, Cline.

Contains:

alethia

Use when the user asks to run E2E tests, verify a web page, generate tests for an app, prove destructive actions are blocked, check if a UI element is visible, fill out a form, or drive a browser with natural language. Returns per-step results with safety classifications, policy decisions, DOM diffs, structured page context, and a signed audit trail.

SkillsDocsRules

95

2.80x

Context for developing and debugging Hubitat Elevation apps, drivers, and hub environment — sandbox constraints, lifecycle idioms, capability contracts, plus grounded deploy/log-tail/lint mechanisms.

Contains:

debug

Tail a Hubitat hub's live log or event websocket, filtered, and interpret it against the code to diagnose an app or driver. Use when the user wants to debug, watch logs, tail the log stream, see live events, or figure out why a Hubitat app/driver misbehaves.

deploy

Deploy a Hubitat app or driver's Groovy source to a hub and confirm it saved and runs by watching the log stream. Use when the user wants to deploy, push, upload, or install app/driver code onto a Hubitat hub, or iterate the edit-deploy-check loop.

device-command

Run a command on a Hubitat device over HTTP and confirm it landed — turn a switch or plug on/off, set a dimmer level, refresh a sensor, start an irrigation zone, or run a driver's custom command. Use when the user wants to command, control, operate, or exercise a device, test that a device responds, or run a device command and verify it took effect. Not for deleting a device (that is device-removal).

SkillsRules

74

Adds spec-as-source enforcement to any project using spec-driven development

Contains:

spec-as-source-setup

Installs spec-as-source enforcement scripts, CI workflow, and pre-commit hooks into a project. Trigger — setup spec enforcement, add spec checks, configure spec-as-source, install spec scripts, add spec CI.

spec-ci-sync

Syncs .github/workflows/spec-verification.yml with the test runner and test files declared in specs. Trigger — update CI workflow, sync spec CI, regenerate workflow, CI out of sync with specs, add spec test to CI.

spec-rebuild

Deletes all files declared as targets in specs/*.spec.md and rebuilds them from the specs to verify spec-as-source integrity. Trigger — clean rebuild, verify source of truth, spec drift check, regenerate from specifications, rebuild from spec.

SkillsRules

87

2.34x

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