mcpField

Skills

96,981 packaged capabilities and playbooks for agents. Install any of them with one command.

Testing & quality

F
frontend-review-ci
frontend-review-ci
mizchi / skills

Use when CI is slow (>10 min), flaky, or the user asks to optimize GitHub Actions for a frontend project. Analyzes `gh run list` history, identifies bottleneck steps, proposes sharding / cache / concurrency improvements. Runs `scripts/audit-ci.sh`.

Cloud & DevOps47
F
frontend-review-deps
frontend-review-deps
mizchi / skills

Use when auditing dependency health — outdated packages, CVE triage with attack-vector weighting, deprecated/declining library detection (trend-watch). Runs `audit-deps.sh` and `audit-trend-watch.sh`. Pairs with `frontend-review-security` for the full security picture.

Testing & quality47
F
frontend-review-triage
frontend-review-triage
mizchi / skills

Use when starting a frontend review engagement or when the user asks for an initial assessment ("triage", "day 0", "what's the state of this repo"). Reads package.json, README, gh issues, and produces a scorecard covering lockfiles, TypeScript strictness, testing, CI, and known issues. Runs `scripts/audit-triage.sh`.

Testing & quality47
G
galaxy-tool-wrapping
galaxy-tool-wrapping
delphine-l / claude_global

Expert in Galaxy tool wrapper development, XML schemas, Planemo testing, and best practices for creating Galaxy tools

Development47
G
galaxy-workflow-development
galaxy-workflow-development
delphine-l / claude_global

Expert in Galaxy workflow development, testing, and IWC best practices. Create, validate, and optimize .ga workflows following Intergalactic Workflow Commission standards.

Data & databases47
G
game-design-fairness-frustration-audit
game-design-fairness-frustration-audit
stanestane / game-design-skills-bundle

Audit a game, feature, failure loop, combat encounter, reward system, progression wall, or high-variance mechanic for perceived fairness and frustration. Use when diagnosing whether players feel cheated, whether difficulty feels deserved, whether randomness, feedback, and challenge interact badly, or why a design remains technically functional yet still produces anger, blame, or refusal to retry

Design & UI47
G
gc-safe-coding
gc-safe-coding
facebook / hermes

Rules for writing and reviewing GC-safe C++ code in the Hermes VM runtime. Use when writing, modifying, or reviewing C++ runtime VM code that uses internal Hermes VM APIs (as opposed to code using JSI). This includes working with GC-managed types (HermesValue, Handle, PinnedValue, JSObject, StringPrimitive, etc.), Locals, GCScope, PseudoHandle, CallResult, or any function with _RJS suffix. Typically in lib/VM/, include/hermes/VM/, API/hermes/, or API/napi/.

Development47
G
gds-agent-game-dev
gds-agent-game-dev
bmad-code-org / bmad-module-game-dev-studio

Consolidated game developer for story execution, code implementation, code review, QA/test authorship, and sprint orchestration. Use when the user asks to talk to Link Freeman, the Game Developer, the Game QA, or the Game Scrum Master.

Development47
G
git-journal
git-journal
kingly-clark / skills

Capture the "Why" behind code changes during AI-assisted development. Creates branch-scoped markdown journals preserving reasoning, tradeoffs, and context. Also maintains living business-level QA docs in docs/ for self-healing tests and requirements clarity. Use before commits, PRs, or multi-file changes. Use when the user says "remember to journal", "anything to journal?", "journal this", "update the docs", or "anything to document?".

Development47
G
gitnexus-impact-analysis
gitnexus-impact-analysis
arenukvern / mcp_flutter

Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: \"Is it safe to change X?\", \"What depends on this?\", \"What will break?\"

Development47
G
golang-master
golang-master
tomlord1122 / tomtom-skill

Golang language expert specializing in concurrency, performance optimization, standard library, and testing. Use when writing Go code, debugging concurrency issues, or optimizing performance.

Development47
H
hackathon-risk-analyzer
bernieweb3 / hackathon-ai-devkit

Detect technical and demo risks that may cause a hackathon project to fail, and generate severity-ranked mitigations.

Development47
I
identify-reviewer
identify-reviewer
cloudflare / workerd

Identifies the local user's GitHub account and git identity before performing code reviews. Load this skill at the start of any PR review, code review, or commit log analysis so findings can be framed relative to the user's own prior comments, commits, and approval status.

Testing & quality47
I
idor-testing
idor-testing
zebbern / claude-code-guide

Use this skill when the user asks to “test for insecure direct object references,” “find IDOR vulnerabilities,” “exploit broken access control,” “enumerate user IDs or object references,” or “bypass authorization to access other users’ data.” It provides comprehensive guidance for detecting, exploiting, and remediating IDOR vulnerabilities in web applications.

Security47
K
kj-style
kj-style
cloudflare / workerd

KJ/workerd C++ style guidelines for code review. Covers naming, type usage, memory management, error handling, inheritance, constness, and formatting conventions. Load this skill when reviewing or writing C++ code in the workerd codebase.

Development47
K
knip-dead-code
knip-dead-code
laurigates / claude-plugins

Knip dead-code detector for JS/TS: unused files, deps, exports, types. Use when cleaning up codebases, finding dead exports, or enforcing dependency hygiene in CI.

Development47
L
lint
lint
duc01226 / easyplatform

[Code Quality] Use when you need to run linters and fix issues for backend or frontend.

Testing & quality47
L
llm-evaluation
llm-evaluation
ovachiever / droid-tings

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.

Testing & quality47
L
localstack-extensions
localstack-extensions
localstack / skills

Manage LocalStack Extensions. Use when users want to install, uninstall, list, or configure LocalStack extensions, or develop custom extensions to extend LocalStack functionality. Extensions require the legacy localstack CLI, not lstk.

Cloud & DevOps47
M
maintain-verification-skill
maintain-verification-skill
ericlitman / open-pstack

Periodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature, one live session driving every feature, at most one PR of proven corrections. Use for /maintain-verification-skill or "audit the verify skill".

Testing & quality47
M
make-skill
make-skill
dotnet / efcore

Create, review, or fix Agent Skills for GitHub Copilot. Use when asked to create, scaffold, improve, or repair a SKILL.md and its paired harness evaluation.

Agent workflows47
M
mcp-security
mcp-security
wgpsec / aboutsecurity

A security testing methodology for the MCP (Model Context Protocol) protocol. Triggers when the target environment uses MCP Servers to integrate external tools, when the security of MCP tool descriptions needs to be assessed, or when testing the security boundaries of Agents invoking tools via MCP. Covers: tool description poisoning, rug pull attacks (dynamic tampering), instruction override (Shadow Tool), hidden instructions (ANSI/Unicode), cross-Server attacks, token theft, schema manipulation, and context overflow.

Security47
M
mishandling-exceptional-conditions
mishandling-exceptional-conditions
scholarly360 / owasp-top10-web-skills

Detect, analyze, and remediate OWASP A10:2025 — Mishandling of Exceptional Conditions in Python web applications (FastAPI and Flask). Use this skill whenever the user asks about error handling security, exception management, fail-open vulnerabilities, stack trace exposure, uncaught exceptions, transaction rollback safety, or resource leaks in exception paths. Also trigger for any OWASP A10 audit, security code review involving try/except blocks, global exception handlers, or HTTP error responses that may leak sensitive information. If the user mentions CWE-209, CWE-248, CWE-636, CWE-703, CWE-754, or CWE-476 in a Python context, use this skill immediately.

Security47
M
model-audit
model-audit
tushaarmehtaa / tushar-skills

Audit every AI model call, map routing and cost, and flag caching, batching, or right-sizing opportunities. Use when models, usage, or pricing change.

Development47
M
multi-pr-review
multi-pr-review
cowork-os / cowork-os

Run a consensus-style multi-agent review of a PR with severity-based findings.

Testing & quality47
N
no-comments
no-comments
ericlitman / open-pstack

Spawn the comment-sicko subagent, fix accepted findings, and offer encodings for claimed constraints.

Testing & quality47
N
node-lint
node-lint
paldom / node-skills

Sets up and tunes the linter and formatter for Node/TypeScript - Biome as the fast one-tool option or ESLint flat config plus Prettier, rule tuning, import sorting, unused-import removal, eslintrc-to-flat and ESLint-to-Biome migrations. Use when the user asks to set up or fix linting, formatting, a slow linter, ESLint, Biome or Prettier. Not for Next.js apps, type checking, or test setup.

Testing & quality47
O
opus-4-7-migration
opus-4-7-migration
mathews-tom / armory

Scan a repository for Opus-4.6-era patterns that break or degrade on Opus 4.7 — fixed-budget Extended Thinking parameters, retired model ID aliases, and prompts that assumed verbose default output or eager sub-agent delegation. Produces a categorized report with file:line references and migration actions. Triggers on: "opus 4.7 migration", "migrate to opus 4.7", "audit for opus 4.7", "opus 4.6 to 4.7", "scan for budget_tokens", "find retired model IDs", "adapt repo to opus 4.7". NOT for implementing migrations — this skill identifies candidates.

Development47
O
oxlint
oxlint
dobroslavradosavljevic / skills

Build, review, debug, configure, migrate, teach, or plan Oxlint JavaScript/TypeScript linting with current Oxc docs and a full usage guide. Use for oxlint how-to, oxlint.config.ts, defineConfig, .oxlintrc.json, categories correctness suspicious pedantic style, plugins react import typescript unicorn vitest jest jsx-a11y nextjs, React Compiler react/immutability react/purity (1.79+ split from react/react-compiler), type-aware linting, oxlint-tsgolint, eslint-plugin-oxlint, @oxlint/migrate, jsPlugins alpha, Vite+ vp lint (lint block in vite.config), ignorePatterns, oxlint-disable comments, --fix, --debug timings, CI formats, progressive adoption, and ESLint-to-Oxlint migration.

Testing & quality47
P
phase-8-review
phase-8-review
ww-w-ai / bkit-claude-code

Verify codebase quality — architecture consistency, convention compliance, gap analysis. Triggers: code review, architecture check, quality, gap analysis default: bkit:code-analyzer validate: bkit:design-validator gap: bkit:gap-detector qa: bkit:qa-strategist team: bkit:cto-lead

Testing & quality47
P
plan-flow
plan-flow
majiayu000 / spellbook

Use when deep architecture review or convergence planning requires analyzing repository-level duplicate/redundant design first, then building and executing a strict step-test-update plan in docs/plan.

Development47
P
Playwright Browser Automation
Playwright Browser Automation
jackspace / claudeskillz

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.

Testing & quality47
P
playwright-e2e-testing
playwright-e2e-testing
perdolique / workflow

Write and maintain Playwright browser and end-to-end tests for web apps, plus direct API tests with APIRequestContext. Use for browser or E2E coverage even when the user does not name Playwright, and for related mocks, fixtures, assertions, and test-performance work

Testing & quality47
P
playwright-testing
playwright-testing
terminalskills / skills

Write and maintain end-to-end tests with Playwright. Use when someone asks to "add e2e tests", "test my web app", "set up Playwright", "write browser tests", "test login flow", "visual regression testing", "test across browsers", or "automate UI testing". Covers test setup, page objects, authentication, API mocking, visual comparisons, and CI integration.

Testing & quality47
P
post-implementation-review
post-implementation-review
sjunepark / agent-scripts

Post-implementation review run manually as a standalone procedure; prefer code-review as the automatic review entry point.

Testing & quality47
P
pr-audit
pr-audit
marcellocurto / skills

Audit the full PR for merge readiness across correctness, maintainability and complexity, and test quality, then publish one actionable comment. Covers the contribution, not just existing feedback.

Testing & quality47
P
pr-github-ops
pr-github-ops
superagent-ai / skills

Post Superagent PR security scan findings as inline GitHub pull request review comments using the authenticated gh CLI. Use whenever you need to comment on a PR scan finding, manage Superagent PR labels, complete a GitHub check run, or avoid posting findings as general PR thread comments. Trigger for any Superagent sandbox PR scan handoff that owns GitHub side effects via gh.

Testing & quality47
P
pr-human-guide
pr-human-guide
whatifwedigdeeper / agent-skills

Analyzes a PR diff and appends a categorized review guide to the PR description, highlighting where human judgment is needed: security, config/infrastructure, new dependencies, data model changes, novel patterns, concurrency/state, and documentation drift (code renames that leave docs stale). Use whenever a user wants to prepare a PR for human review or flag areas for reviewer attention — including phrasing like "prep this for review", "what should reviewers look at?", or "add a review guide".

Testing & quality47
P
pr-hygiene
icodecraft / anti-slop

Make PRs merge-ready — tight scope, clear description, no leftover debug, honest test notes. Use when opening a PR, writing a PR description, cleaning a branch before review, or when the user mentions pull request, merge-ready, or PR hygiene.

Testing & quality47
P
pr-screenshot-docs
pr-screenshot-docs
majesticlabs-dev / majestic-marketplace

Capture and document UI changes with before/after screenshots for pull requests. Use when creating PRs that include visual changes to ensure reviewers can assess design modifications.

Testing & quality47
P
pragmatic-orchestration
pragmatic-orchestration
codealive-ai / pragmatic-orchestration

Run external coding agents (Codex, Claude Code, OpenCode, native Grok Build, Gemini, Devin CLI) as independent reviewers, stateful repository researchers, or single-agent implementers. Use for multi-model opinions and code review, steerable Grok research, full-access delegation, long-running work, reattaching to delegated runs, or showing current subagents in the optional UI. Not for simple questions answerable directly from docs or the current codebase.

Agent workflows47
P
pre-send-qa
pre-send-qa
cognyai / claude-code-marketing-skills

Pre-flight QA for an email campaign — merge tags, broken links, spam triggers, compliance, mobile rendering — before you hit send

Marketing & growth47
P
preservation-verifier
preservation-verifier
conorbronsdon / avoid-ai-writing

Use when the user provides an original and rewritten version, asks whether a rewrite preserved protected content, or wants a deterministic check for code, frontmatter, quotes, tables, links, paths, numbers, headings, and residual AI-pattern regressions.

Testing & quality47
P
proof-of-work

Use automatically during development workflows when making claims about tests, builds, verification, or code quality requiring concrete evidence to ensure trust through transparency.

Testing & quality47
P
py-test-quality
py-test-quality
l-mb / python-refactoring-skills

Measure and improve test coverage and test suite quality using code coverage and mutation testing. Ensures tests actually catch bugs.

Testing & quality47
P
pytest-plugins

Use when pytest plugin ecosystem including pytest-cov, pytest-mock, and custom plugin development.

Testing & quality47
P
python-testing-patterns
python-testing-patterns
ovachiever / droid-tings

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

Testing & quality47
Q
qa
qa
niekcandaele / skills

Pragmatic QA engineer that evaluates test coverage quality, flags untested changes, and assesses whether tests provide real confidence — adapts expectations to codebase testing maturity

Testing & quality47
Q
qa-workflow
qa-workflow
oimiragieo / agent-studio

QA validation and fix loop workflow — validates implementation completeness then iterates fix cycles until all acceptance criteria pass and quality gates clear

Testing & quality47
Q
qadeputy
qadeputy
membranedev / application-skills

QADeputy integration. Manage data, records, and automate workflows. Use when the user wants to interact with QADeputy data.

Testing & quality47
Q
qm
qm
dmytri / shipshape

Use this skill to run the Shipshape Quartermaster role: fresh-context verification and executable coverage from durable repository artifacts only. Run after Captain, in clear context.

Testing & quality47
Q
quality-manager-qms-iso13485
quality-manager-qms-iso13485
ovachiever / droid-tings

ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance expertise. Use for QMS design, documentation control, management review, internal auditing, corrective actions, and ISO 13485 certification activities.

Testing & quality47
R
regression-testing
regression-testing
fishzjp / qa-skills

After a code change (diff/fix/requirement change), decide what to regression-test: trace changed files → functions → features → cases and output a ranked list. Not for editing test cases (test-case-writing) or long-term strategy (test-strategy). After code changes, determine which tests to regress by tracing the changes and produce a prioritized regression checklist. Not for incremental case edits or long-term strategy.

Testing & quality47
R
release-health-dashboard-review
release-health-dashboard-review
sylphxai / skills

Design and audit release health dashboards, rollout gates, canary metrics, crash/error monitoring, support signals, store release status, desktop auto-update adoption, rollback triggers, and post-release review for apps, SaaS, games, web, and desktop software. Use when launching releases, patches, experiments, or staged rollouts that need operational confidence.

Cloud & DevOps47
R
requirement-analysis
requirement-analysis
fishzjp / qa-skills

Model a requirement/system: extract goals, scope, roles, rules, exceptions, dependencies from PRD, docs, bugs, code; outputs a structured model with clarifications. Not for: writing cases, strategy decisions, the pipeline. 建模需求/系统:从 PRD、文档、Bug、代码提炼目标/范围/角色/规则/异常/依赖。不用于:直接写用例、策略、流水线。

Testing & quality47
R
researcher
researcher
krzysztofdudek / researcherskill

Use when user wants to optimize or tune something measurable through repeated experiments — "make X faster", "improve [metric]", "find best config", "iterate overnight", "run experiments until it hits N". Triggers on quantitative goals (build time, latency, pass rate, accuracy) or qualitative ones scoreable against a rubric (prompt quality, doc parsing). Skip for one-shot bugs with a clear fix or tasks where the user wants direct implementation without exploration.

Agent workflows47
R
review-a11y
review-a11y
maxgfr / ultra11y

Use to REVIEW changed frontend code for accessibility: staged files, a working diff, branch, or PR; prompts such as 'review a11y', 'is this accessible?', or 'anything to fix before merge?'; and hook or CI findings on a change. Run the bundled install-free engine with cross-file JSX/TSX analysis, then adjudicate candidates and return a severity-ranked WCAG 2.2 AA review with file:line fixes, residual rendering risks, and a verdict. Use `ultra11y` instead for whole-repo audits, dated conformance reports, country standards, PRD backlogs, or authoring accessible markup.

Testing & quality47
R
review-changes
review-changes
tenzir / skills

Review code changes in Tenzir projects. Use when auditing diffs or pull requests for bugs, security issues, missing tests, documentation drift, readability problems, performance regressions, user experience issues, or when deciding how to respond to pull request review comments, especially GitHub review comments and threads. Also use this skill whenever the user says "review", "look at this PR", "check my changes", "audit this diff", "what do you think of this code", or asks for feedback on any code they've written or changed — even if they don't explicitly say "code review."

Testing & quality47
R
review-pr
review-pr
microsoft / agent365-devtools

Generate structured PR review comments using Claude Code agents and post them to GitHub. No API key required - uses Claude Code's existing authentication.

Testing & quality47
R
review-pr
review-pr
niekcandaele / skills

Review a pull/merge request by fetching PR details, checking CI, and running verification skills on the changes

Testing & quality47
10081–10140 of 11,845

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.