mcpField

Skills

97,501 packaged capabilities and playbooks for agents. Install any of them with one command.

Testing & quality

A
accessibility-pass
accessibility-pass
clueso-ai / skills

Make one video accessibility-ready: captions on, on-screen text sized and contrasted to be readable, pacing checked so every step can be followed. Use when the user says "accessibility pass", "make this video accessible", "check WCAG for my video", "is this readable for everyone", or "prep this for an accessibility review".

Creative & media110
A
accessibility-testing
accessibility-testing
seb1n / awesome-ai-agent-skills

Audit web interfaces against WCAG 2.1 AA/AAA standards, identify violations, and produce actionable remediation reports with code fixes. Use when the user requests accessibility testing or provides relevant inputs for this workflow.

Testing & quality110
B
bdd-principles

Core BDD concepts, philosophy, and the Three Amigos practice

Testing & quality110
C
code-optimization
code-optimization
bytedance / agentkit-samples

Optimize code performance through iterative improvements (max 2 rounds). Benchmark execution time and memory usage, compare against baseline implementations, and generate detailed optimization reports. Supports C++, Python, Java, Rust, and other languages.

Development110
C
code-review
code-review
shareai-lab / learn-claude-code

Perform thorough code reviews with security, performance, and maintainability analysis. Use when user asks to review code, check for bugs, or audit a codebase.

Testing & quality110
C
codeprobe-testing
codeprobe-testing
nishilbhave / codeprobe

Audits code for test quality and coverage issues — missing tests, test smells, poor test structure, mock abuse, coverage gaps, and fragile test data. Identifies weaknesses in the test suite and generates fix prompts. Trigger phrases: "test quality", "test audit", "test review", "coverage check", "missing tests", "test quality audit".

Testing & quality110
C
codeprobe-testing
codeprobe-testing
machineroom-dev / codeprobe

No description yet

Testing & quality110
C
coding-discipline
coding-discipline
alannkl / skills

Core engineering discipline for code work — keeps changes simple, scoped, maintainable, well-structured, and verified. Use before any task to write, implement, add, build, create, change, fix, debug, refactor, optimize, review, test, or organize code, scripts, configs, APIs, modules, boundaries, or file layout in any language. Load this skill first, then do the task. Skip only for trivial formatting, pure prose edits, or explicitly throwaway prototypes.

Development110
D
dart-log-failure-parser
dart-log-failure-parser
flutter / flutter

Parse failures from Dart and Flutter test logs.

Testing & quality110
D
defect-detection-ai
defect-detection-ai
datadrivenconstruction / ddc_skills_for_ai_agents_in_construction

AI-powered construction defect detection using computer vision. Identify cracks, spalling, corrosion, and other defects in concrete, steel, and building components from images and video.

Testing & quality110
D
di-agent-bug-report
di-agent-bug-report
ibm / ibm-watsonx-data-integration-skills

Generates a Markdown bug report for an IBM watsonx.data integration session. User can invoke directly. The agent MUST propose it (and must wait for explicit acceptance) after 3 or more consecutive calls to the same tool or the same sequence of tools result in a failure or the same error. Skip for non-watsonx.data integration sessions.

Testing & quality110
D
dogfood
dogfood
redf0x1 / camofox-browser

QA testing workflow for CamoFox Browser — systematic testing with console capture, error detection, and Playwright tracing. Use when the user needs to test a web application, perform QA validation, do exploratory testing, or verify web app behavior. Triggers include "test this website", "QA", "dogfood", "exploratory testing", "find bugs", or any request to systematically test a web application.

Testing & quality110
D
drupal-testing
drupal-testing
grasmash / drupal-claude-skills

Test-driven development for Drupal with PHPUnit and Drupal Test Traits (DTT). Use when writing or fixing tests, deciding what is worth a test, reproducing a bug before fixing it, choosing a bootstrap level (Unit vs Kernel vs ExistingSite/functional), testing permission gates, adding Playwright visual verification, or debugging tests that silently run zero assertions. Covers the bug-fix RED-first discipline, the worth-a-test rubric, bootstrap cost tradeoffs, negative tests, the anonymous-403 permission trap, DTT gotchas, and the PHPUnit-version pin that makes Drupal tests pass vacuously.

Testing & quality110
E
error-tracking-node
error-tracking-node
posthog / skills

PostHog error tracking for Node.js

Development110
E
error-tracking-react
error-tracking-react
posthog / skills

PostHog error tracking for React

Development110
F
fix-ts-errors
fix-ts-errors
bhagyamudgal / skills

Fix TypeScript errors and loop the type-check until green. Use when the user says "ts errors" or "fix types", when a change "still isn't working" in a TS context, after editing any TypeScript file, and when another skill needs the type-check loop (/done, /parallel-review, /fix-pr-review).

Development110
G
github-pr
github-pr
dhruvanbhalara / skills

Use when opening, formatting, and standardizing Pull Requests with GitHub CLI gh commands, PR templates, and review checklists.

Development110
G
go-architecture-review
go-architecture-review
eduardo-sl / go-agent-skills

Review Go project architecture: package structure, dependency direction, layering, separation of concerns, domain modeling, and module boundaries. Use when reviewing architecture, designing package layout, evaluating dependency graphs, or refactoring monoliths into modules. Trigger examples: "review architecture", "package structure", "project layout", "dependency direction", "clean architecture Go", "module boundaries". Do NOT use for code-level style (use go-coding-standards) or API endpoint design (use go-api-design).

Development110
G
gsd-add-tests
gsd-add-tests
shoootyou / get-shit-done-multi

Generate tests for a completed phase based on UAT criteria and implementation

Testing & quality110
G
gwt-tester
gwt-tester
hexsis-llc / skills

Write or refactor tests using clear Given/When/Then structure. Use when creating new tests, improving test readability, or standardizing test files with setup hooks, assertion-only Then blocks, and shallow suite nesting.

Testing & quality110
I
integration-tests
integration-tests
openai / openai-agents-js

Run the integration-tests pipeline that depends on a local npm registry (Verdaccio). Use when asked to execute integration tests or local publish workflows in this repo.

Testing & quality110
K
kiss
kiss
jordancoin / codingskills

When writing or reviewing code to reduce complexity and improve readability. Use when the user says "simplify this," "too complex," "hard to read," "clean up," "what does this do," or "can't follow this code." For over-engineering concerns, see yagni. For structural clarity, see separation-of-concerns.

Development110
M
maintainable-typescript
maintainable-typescript
miguelspizza / skills

Guides maintainability-first cleanup, refactoring, and review in strict TypeScript repos and monorepos. Use when improving code health, deleting dead code, reducing duplication, or enforcing boundaries.

Development110
O
odoo-test
odoo-test
ahmed-lakosha / odoo-plugins

Comprehensive Odoo testing toolkit for generating test skeletons, running test suites, creating mock data, and analyzing test coverage across Odoo 14-19. Supports TransactionCase, HttpCase, SavepointCase, and integrates with Azure DevOps for CI/CD test result reporting. <example> Context: User wants test cases for a custom model user: "Generate test cases for my custom sale.order extension module" assistant: "I will use the odoo-test skill to analyze the model definition and generate TransactionCase test skeletons covering CRUD operations, computed fields, and business logic." <commentary>Core trigger - test skeleton generation from model definition.</commentary> </example> <example> Context: User wants mock data for testing user: "Create realistic mock data for testing my inventory module" assistant: "I will use the odoo-test skill to generate a mock data factory with realistic product, partner, and stock.move records using Odoo demo data patterns." <commentary>Test data creation trigger.</commentary> </example> <example> Context: User wants to analyze test coverage user: "Show me which parts of my module have no test coverage" assistant: "I will use the odoo-test skill to scan the module for untested models, methods, and views, then generate a coverage report with priority recommendations." <commentary>Coverage analysis trigger - finding gaps in the test suite.</commentary> </example> <example> Context: User wants test skeletons for a model user: "Generate test cases for my sale.order extension" assistant: "I will analyze the model definition and generate TransactionCase test skeletons covering CRUD, computed fields, and business logic." <commentary>Test generation trigger.</commentary> </example> <example> Context: User wants mock data user: "Create realistic mock data for testing my inventory module" assistant: "I will generate a mock data factory with realistic product, partner, and stock.move records using Odoo demo data patterns." <commentary>Mock data trigger.</commentary> </example> <example> Context: User wants to run tests user: "Run tests for my custom module with post_install tag" assistant: "I will execute the test suite with --test-enable and --test-tags=post_install, showing colored output." <commentary>Test run trigger.</commentary> </example> <example> Context: User wants coverage analysis user: "Show me which parts of my module have no test coverage" assistant: "I will scan for untested models, methods, and views, then generate a coverage report with priority recommendations." <commentary>Coverage analysis trigger.</commentary> </example> <example> Context: User wants E2E tests user: "Generate Playwright E2E tests for my Odoo module" assistant: "I will create Playwright test files covering login, navigation, form submission, and data validation for the module's web interface." <commentary>E2E test trigger.</commentary> </example>

Testing & quality110
P
proof-of-work
proof-of-work
athola / claude-night-market

Enforces validation and evidence before claiming work complete. Use before declaring implementation done, creating a PR, or submitting deliverables for review.

Testing & quality110
R
reality-audit
reality-audit
iskron-ai / skills

Терминальная приёмка поведенческой работы — свидетельствование реальностью. Используй после последней содержательной правки, до слов verified/done/green; после поправок владельца или упавших фальсификаторов; когда тест вернул ненулевой код или смешанный вывод. Триггеры: reality audit, «проверка реальностью», «проверь канонический артефакт», tests passed. Заморозь утверждения → канонический носитель и фальсификатор → лестница, стоящая на первом сбое → один вердикт на утверждение; скретч — provisional.

Testing & quality110
R
reviewing-design-system
reviewing-design-system
bm629 / agent-skills

Use when reviewing or judging a finished design-system document — a product's reusable visual + interaction language — deciding whether an engineer can build a consistent, accessible UI from it. Reviews an AMEND delta-scoped. A gate, not authoring. Judges against a single-sourced usability/consistency/accessibility bar: tokens DTCG-typed and referenced by intent, not raw values; components fully specced in one API vocabulary; the catalog covers the screens' components plus an archetype-sized standard set; accessibility numeric (WCAG 2.2 contrast, focus appearance, target size, keyboard); i18n addressed or scoped out; governance present above its threshold; nothing fabricated. Emits exactly `VERDICT: approve|revise` plus actionable findings, and does not false-revise a proportionally-sized system. Not for authoring it, not per-screen layout, not navigation paths, not engineering design docs.

Design & UI110
S
shift-right-testing
shift-right-testing
proffesor-for-testing / agentic-qe

Testing in production with feature flags, canary deployments, synthetic monitoring, and chaos engineering. Use when implementing production observability or progressive delivery.

Testing & quality110
S
skill-creator
skill-creator
ctrlcarlitos / skills

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy

Agent workflows110
S
skills-refiner
skills-refiner
yknothing / skills-refiner

Audit and refine a skill repository, a single skill, a workflow framework, or an eval set. Covers design quality, context engineering, purpose fit, evidence discipline, and boundary clarity — the structural dimensions that assertion-based testing does not reach. When a target_repo is provided, continues into compatibility review, extraction, and integration planning. Complements skill-creator by providing deep design-level judgment after functional tests pass.

Agent workflows110
S
standards-compliance-checker
standards-compliance-checker
datadrivenconstruction / ddc_skills_for_ai_agents_in_construction

Check data compliance with construction standards. Validate data against ISO 19650, IFC, COBie, UniFormat standards.

Data & databases110
S
svelte-lifecycle
svelte-lifecycle
full-stack-skills / svelte-skills

Svelte 5 lifecycle, stores, context and testing skill. Use when the user needs to use onMount/onDestroy/tick lifecycle hooks in Svelte 5, manage state with writable/derived stores, share component-tree state with createContext, or write Vitest/Storybook/Playwright tests.

Development110
T
triage-issue
triage-issue
dedalus-erp-pas / foundation-skills

Triage a bug or issue by exploring the codebase to find the root cause, then create a GitLab or GitHub issue with a TDD-based fix plan. Use when the user reports a bug, wants to create an issue, mentions "triage", or wants to investigate and plan a fix for a problem.

Development110
U
ultraqa
ultraqa
akillness / jeo-skills

Run an autonomous QA cycling workflow: test, diagnose, fix, and repeat until the quality goal is met or a concrete blocker is proven. Use when the user explicitly invokes `$ultraqa`, `ultraqa`, asks for QA cycling, test/build/lint repair, or a parallel review burst. Also tolerate the common typo `$ultaqa` by treating it as `$ultraqa`.

Testing & quality110
U
ux-aesthetics-audit
ux-aesthetics-audit
uxcel-lab / product-skills

Audit the visual quality of a UI against established visual-design principles — hierarchy, emphasis, contrast, spacing, alignment, grouping, consistency, and depth. Produces a severity-rated issue list with concrete fixes. Specializes in catching overdesign, clutter, and competing focal points. Use when reviewing whether a screen looks professional, or as a validation step after generating UI.

Design & UI110
W
web-design-guidelines

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

Design & UI110
W
web-design-guidelines
web-design-guidelines
thongdn-it / react-agent-skills

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

Design & UI110
A
android-expert
android-expert
oimiragieo / agent-studio

Comprehensive Android development expert covering Jetpack Compose, Kotlin coroutines/Flow, Architecture Components, Hilt DI, Navigation, testing, performance, Material Design 3, and modern Android patterns (MVI, Clean Architecture).

Development109
A
architect-reviewer
architect-reviewer
404kidwiz / claude-supercode-skills

Use when user needs system design validation, architectural pattern assessment, or technology stack evaluation.

Development109
C
chrome-devtools
chrome-devtools
laguagu / claude-code-nextjs-skills

Tests in real browsers via Chrome DevTools MCP. Use when debugging live browser behavior — inspect the DOM, capture console errors, analyze network requests, profile performance (LCP/CLS/INP), or verify visual output with real runtime data. Complements Playwright — use this for live debugging and performance work, Playwright for stable E2E test suites.

Testing & quality109
C
code-review

No description yet

Testing & quality109
C
codeprobe-performance
codeprobe-performance
nishilbhave / codeprobe

Scans code for performance and scalability issues — N+1 queries, missing indexes, unbounded queries, memory inefficiencies, caching gaps, algorithmic complexity, concurrency bugs, and frontend performance problems. Generates severity-scored findings with copy-pasteable fix prompts. Trigger phrases: "performance audit", "performance check", "N+1 detection", "query optimization", "slow code", "performance review".

Testing & quality109
C
codeprobe-performance
codeprobe-performance
machineroom-dev / codeprobe

No description yet

Testing & quality109
C
cofounder-testing
cofounder-testing
locaweb / cofounder

Two-layer automated testing strategy for Go + React web applications. Covers backend unit/integration tests (Go) and frontend component tests (Vitest). Tests are written in tandem with application code — every handler gets a test file, every interactive component gets a test file. Use this skill whenever the user asks to test, run tests, add tests, or verify the application.

Testing & quality109
C
create-bug-issue

No description yet

Testing & quality109
D
discover-engineering
discover-engineering
rand / cc-polymath

Automatically discover software engineering practice skills when working with code review, documentation, pair programming, production debugging, performance profiling, deployment strategies, or software engineering practices. Activates for engineering development tasks.

Development109
E
enterprise-integration-testing
enterprise-integration-testing
proffesor-for-testing / agentic-qe

Use when testing enterprise integrations across SAP, middleware, WMS, or backend systems, validating E2E enterprise flows, testing SAP-specific patterns (RFC, BAPI, IDoc, OData, Fiori), or enforcing cross-system quality gates.

Testing & quality109
G
go-code-review
go-code-review
eduardo-sl / go-agent-skills

Comprehensive code review checklist for Go projects. Evaluates code quality, idiomatic patterns, error handling, naming, package structure, and test coverage. Use when reviewing Go code, PRs, or before merging changes. Trigger examples: "review this code", "check this PR", "code review", "review Go file". Do NOT use for security-specific audits (use go-security-audit) or performance-specific analysis (use go-performance-review).

Testing & quality109
L
ln-314-review-repair-worker
ln-314-review-repair-worker
levnikolaevich / claude-code-skills

Use when accepted findings require bounded repair changes and a structured repair summary.

Testing & quality109
P
python-testing-strategies
python-testing-strategies
c0x12c / ai-toolkit

Testing patterns for FastAPI with pytest-asyncio, httpx AsyncClient, fixtures, and test data factories. Use when writing tests, setting up test infrastructure, or improving coverage in a FastAPI project.

Testing & quality109
R
r-testthat
r-testthat
posit-dev / skills

Best practices for writing R package tests with testthat version 3+. Use this skill when writing or organizing tests for an R package or when improving existing tests that use testthat. It covers test structure and expectations, self-sufficient test design, proper cleanup with withr, fixtures, mocking external dependencies, snapshot testing, and BDD-style describe/it patterns

Testing & quality109
R
reuse-first
reuse-first
bhagyamudgal / skills

Search before you write, sweep before you finish. Use BEFORE creating any utility, type, schema, component, hook, constant, module, or package; BEFORE hardcoding a literal that may be an exported constant; when about to copy-paste similar code; and as a completion gate over every file the task touched, not just the diff.

Development109
R
review
review
bsene / skills

Reviews current branch and uncommitted changes: reads the actual diff, checks changed tests and CI first, reports risk and evidence with structured feedback (Blockers / Concerns / Nits), then applies approved fixes and asks before committing. TRIGGER when: user says "/review", "review this PR", "review my changes", "code review", "review the diff", "PR review", "review branch", "what do you think of my code", "look at my changes", "give me feedback on this". DO NOT USE when: user wants to understand what changed without requesting feedback; user asks for explanation only; there is no supplied or local diff to review.

Testing & quality109
R
reviewing-document-set
reviewing-document-set
bm629 / agent-skills

Use when judging a SET of finished project documents as one corpus, to decide whether they are mutually coherent and ready to plan from — the corpus-level analog of a single-document design review. Assumes each document passed its own gate; judges only how they relate, against an eight-dimension bar: cross-document consistency (incl. one name per entity); completeness/traceability from the upstream-most doc (no dropped/orphaned items or TBDs); contradictions; dependency integrity; divergent duplication; ready-to-plan sufficiency (Definition-of-Ready + a referenced-but-absent doc); amend/delta-scoped re-review when a doc changed (ripple to its dependents); and version-skew (a doc citing a stale version of another). Emits exactly one terminal `VERDICT: approve|revise` for the whole set, each finding prefixed with the affected document id(s). Approves a coherent corpus (no false-revise); revises only on a real, named cross-document gap. Not for one document's internal quality, nor authoring or fixing them.

Testing & quality109
S
senior-fullstack

Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects, analyzing code quality, implementing design patterns, or setting up development workflows

Development109
S
skill-authoring
skill-authoring
athola / claude-night-market

Guide creating Claude Code skills with TDD and persuasion principles. Use for new skill development.

Agent workflows109
S
syncause-debugger
syncause-debugger
syncause / debug-skill

Diagnose and fix bugs using runtime execution traces. Use when debugging errors, analyzing failures, or finding root causes in Python, Node.js, or Java applications.

Development109
T
testing-mobile-applications
testing-mobile-applications
trilwu / secskills

Pentest Android and iOS mobile applications including APK analysis, dynamic analysis, SSL pinning bypass, root/jailbreak detection bypass, and mobile-specific vulnerabilities. Use when testing mobile app security or performing mobile pentesting.

Security109
T
testing-quality-standards
testing-quality-standards
athola / claude-night-market

Defines testing quality metrics, coverage thresholds, and anti-patterns. Use when establishing test gates or validating a test suite's coverage targets.

Testing & quality109
T
testing-unit
testing-unit
yonatangross / orchestkit

Unit testing patterns for isolated business logic tests — AAA pattern, parametrized tests (test.each, @pytest.mark.parametrize), fixture scoping (function/module/session), mocking with MSW/VCR at network level, and test data management with factories (FactoryBoy, faker-js). Use when writing unit tests, setting up mocks, structuring test data, optimizing test speed, choosing fixture scope, or reducing test boilerplate. Covers Vitest, Jest, pytest.

Testing & quality109
5821–5880 of 11,903

New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.