技能雷达 · GITHUB

值得安装的 Agent Skills。

汇总公开仓库中已验证的 Skills。安装前先看清它能做什么、包内包含什么、热度如何,以及来源是否可靠。

目录范围
已验证
Skills
5,771
仓库
824
最近同步
2026年9月8日
5,771 Skills
github
官方

go-mcp-server-generator

Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.

安装量
4
GitHub Stars
3.9万
最近更新
9月4日
github
官方

openapi-to-application-code

Generate a complete, production-ready application from an OpenAPI specification

安装量
4
GitHub Stars
3.9万
最近更新
9月4日
github
官方

refactor

Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions, improving type safety, eliminating code smells, and applying design patterns. Less drastic than repo-rebuilder; use for gradual improvements.

安装量
4
GitHub Stars
3.9万
最近更新
9月4日
github
官方

sql-code-review

Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL injection prevention, access control, code standards, and anti-pattern detection. Complements SQL optimization prompt for complete development coverage.

安装量
4
GitHub Stars
3.9万
最近更新
9月4日
github
官方

sql-optimization

Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance.

安装量
4
GitHub Stars
3.9万
最近更新
9月4日
openai
官方

security-best-practices

Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.

安装量
4
GitHub Stars
2.5万
最近更新
7月14日
openai
官方

security-threat-model

Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.

安装量
4
GitHub Stars
2.5万
最近更新
7月14日
mariadb-operator
社区

mariadb-operator-comment

Post a comment (or a formal PR review) to a GitHub issue or pull request in mariadb-operator/mariadb-operator. Use whenever the user wants to publish something to GitHub for this repo — "comment on issue 123", "post this as a PR comment", "leave a note on 456", "reply on the PR" — and especially when they want the output of the mariadb-operator-pr-review skill delivered to GitHub instead of just shown in chat, e.g. "review PR 1234 and post it as a comment" or "post the review results to the PR". Always confirms the exact comment text with the user before publishing — never posts autonomously.

安装量
4
GitHub Stars
1002
最近更新
9月3日
mariadb-operator
社区

mariadb-operator-pr-review

Perform a structured maintainer-style PR review for the mariadb-operator repository. Gathers PR context, triages the change, and evaluates correctness, safety, pitfalls, backwards compatibility and code quality against the project conventions documented in AGENTS.md. Use whenever the user mentions a mariadb-operator PR number or URL and wants any kind of judgment on it — "review this PR", "what do you think of 1234", "is this safe to merge", "assess this diff", "take a look at this change" — even if they don't literally say "review".

安装量
4
GitHub Stars
1002
最近更新
9月3日
fluxcd
社区

gitops-cluster-debug

Debug and troubleshoot Flux CD on live Kubernetes clusters (not local repo files) via the Flux MCP server — inspects Flux resource status, reads controller logs, traces dependency chains, and performs installation health checks. Use when users report failing, stuck, or not-ready Flux resources on a cluster, reconciliation errors, controller issues, artifact pull failures, image automation not updating tags, alerts or webhooks not being delivered, or need live cluster Flux Operator troubleshooting.

安装量
4
GitHub Stars
217
最近更新
9月1日
fluxcd
社区

gitops-knowledge

Flux CD and Flux Operator expert — answers questions and generates schema-validated YAML for all Flux CRDs (not repo auditing or live cluster debugging). Use when users ask about Flux concepts, want manifests for HelmRelease, Kustomization, GitRepository, OCIRepository, ResourceSet, FluxInstance, or any Flux resource. When user needs guidance on GitOps repository structure, bootstrap Flux with Terraform, multi-tenancy, OCI-based delivery, image tag automation, drift detection, preview environments, monorepo app delivery, running migration Jobs before or after a deployment, notifications, or the Flux Web UI and MCP Server.

安装量
4
GitHub Stars
217
最近更新
9月1日
rllm-org
社区

hive

Run the hive experiment loop — autonomous iteration on a shared task. Use when the agent is in a hive task directory and needs to run experiments, submit results, or participate in the swarm. Triggers on "hive", "run hive", "autoresearch", "start experimenting", "join the swarm", "start the loop", or when .hive/task file is detected.

安装量
4
GitHub Stars
214
最近更新
4月28日
rllm-org
社区

hive-create-task

Design and create a new hive task through guided conversation. Walks the user through problem definition, eval design, constraint specification, repo scaffolding, baseline testing with iteration, and upload. Use when user wants to create a new task, add a benchmark, or publish a challenge to the swarm.

安装量
4
GitHub Stars
214
最近更新
4月28日
rllm-org
社区

hive-setup

Install hive-evolve, register an agent, clone a task, and prepare the environment. Use when user wants to set up hive, join a swarm, or get started with a task. Triggers on "setup hive", "join hive", "hive setup", or first-time hive requests.

安装量
4
GitHub Stars
214
最近更新
4月28日
mmontes11
社区

kubeseal

Seal or reseal Kubernetes Secrets into SealedSecrets using kubeseal for secure GitOps storage. Use whenever the user says seal, reseal, or re-seal a secret or SealedSecret, and when they need to create, update, rotate, or fix SealedSecrets, seal credentials for GitOps repos, or migrate secrets between services. NEVER leak plaintext credentials or seal keys in output, logs, or files.

安装量
4
GitHub Stars
0
最近更新
8月8日
wshobson
社区

responsive-design

Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive interfaces, implementing fluid layouts, or creating component-level responsive behavior.

安装量
4
GitHub Stars
3.9万
最近更新
9月1日
antfu
社区

vite

Vite build tool configuration, plugin API, SSR, and Vite 8 Rolldown migration. Use when working with Vite projects, vite.config.ts, Vite plugins, or building libraries/SSR apps with Vite.

安装量
4
GitHub Stars
5833
最近更新
6月23日
cursor
社区

bro

Restate the last message in plain human language, with no jargon.

安装量
4
GitHub Stars
6668
最近更新
9月2日
giuseppe-trisciuoglio
社区

adr-drafting

Creates new Architecture Decision Record (ADR) documents for significant architectural changes using a consistent template and repository-aware naming and storage guidance. Use when a user or agent decides on an architectural change, needs to document technical rationale, or wants to add a new ADR to the project history.

安装量
4
GitHub Stars
337
最近更新
8月18日
giuseppe-trisciuoglio
社区

aws-cdk

Provides AWS CDK TypeScript patterns for defining, validating, and deploying AWS infrastructure as code. Use when creating CDK apps, stacks, and reusable constructs, modeling serverless or VPC-based architectures, applying IAM and encryption defaults, or testing and reviewing cdk synth, cdk diff, and cdk deploy changes. Triggers include "aws cdk typescript", "create cdk app", "cdk stack", "cdk construct", "cdk deploy", and "cdk test".

安装量
4
GitHub Stars
337
最近更新
8月18日
giuseppe-trisciuoglio
社区

aws-lambda-php-integration

Provides AWS Lambda integration patterns for PHP with Symfony using the Bref framework. Creates Lambda handler classes, configures runtime layers, sets up SQS/SNS event triggers, implements warm-up strategies, and optimizes cold starts. Use when deploying PHP/Symfony applications to AWS Lambda, configuring API Gateway integration, implementing serverless PHP applications, or optimizing Lambda performance with Bref. Triggers include "create lambda php", "deploy symfony lambda", "bref lambda aws", "php lambda cold start", "aws lambda php performance", "symfony serverless", "php serverless framework".

安装量
4
GitHub Stars
337
最近更新
8月18日
giuseppe-trisciuoglio
社区

aws-lambda-python-integration

Provides AWS Lambda integration patterns for Python with cold start optimization. Use when deploying Python functions to AWS Lambda, choosing between AWS Chalice and raw Python approaches, optimizing cold starts, configuring API Gateway or ALB integration, or implementing serverless Python applications. Triggers include "create lambda python", "deploy python lambda", "chalice lambda aws", "python lambda cold start", "aws lambda python performance", "python serverless framework".

安装量
4
GitHub Stars
337
最近更新
8月18日
giuseppe-trisciuoglio
社区

aws-rds-spring-boot-integration

Provides patterns to configure AWS RDS (Aurora, MySQL, PostgreSQL) with Spring Boot applications. Configures HikariCP connection pools, implements read/write splitting, sets up IAM database authentication, enables SSL connections, and integrates with AWS Secrets Manager. Use when setting up RDS connections in Spring Boot, configuring connection pooling, or managing database credentials securely.

安装量
4
GitHub Stars
337
最近更新
8月18日
giuseppe-trisciuoglio
社区

aws-sdk-java-v2-bedrock

Provides Amazon Bedrock patterns using AWS SDK for Java 2.x. Invokes foundation models (Claude, Llama, Titan), generates text and images, creates embeddings for RAG, streams real-time responses, and configures Spring Boot integration. Use when asking about Bedrock integration, Java SDK for AI models, AWS generative AI, Claude/Llama invocation, embeddings for RAG, or Spring Boot AI setup.

安装量
4
GitHub Stars
337
最近更新
8月18日