wshobson/agents

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انسخ هذا الطلب إلى المساعد الذكي الذي تستخدمه.

Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/wshobson/agents.

ملف README للمستودع

مصدر ملف README للمستودع: README.md

قراءة الملف الأصلي

عرض ملف README كاملًا

# Plugins, agents, and skills for AI coding tools <a id="agentic-plugin-marketplace"></a> <a id="claude-code-plugins-agents-and-skills"></a> Use one collection of plugins, agents, skills, and commands across Claude Code, OpenAI Codex CLI, Cursor, OpenCode, Antigravity CLI, GitHub Copilot, and Pi. A harness is the coding tool that loads and runs the components. Contributors write each component once, in Markdown, in the Claude Code plugin format. Adapters under `tools/adapters/` generate the format each harness reads, map model aliases to that harness's models, and translate tool permissions where the harness supports them. CI regenerates the artifacts for every harness, validates them, and runs the OpenCode, Antigravity CLI, and Pi artifacts through their installed CLIs. The [capability matrix](docs/harnesses.md) lists what each harness supports, and [ARCHITECTURE.md](ARCHITECTURE.md) describes the design. The catalog contains 94 plugins, including 92 local plugins and 2 external entries. The local source contains 202 agents, 185 skills, and 105 commands. Plugins cover Python and JavaScript development, code review, testing, infrastructure, security, and other work. ## Multi-harness support Choose the harness you use and follow its setup route. Available components depend on the installation route and the harness's capabilities. | Tool | Installation | Components and limits | |---|---|---| | [Claude Code](#claude-code) | Plugin marketplace | Source agents, skills, and commands; plugin-specific hooks and MCP configuration | | [OpenAI Codex CLI](#codex-cli) | Native marketplace or generated artifacts | Native source skills; generated TOML agents and commands as skills use a separate route | | [Cursor](#cursor) | Plugin marketplace | Source agents, skills, and commands, with curated project rules | | [OpenCode](#install-from-a-clone) | `make install-opencode` | Generated agents, skills, and commands, with translated tool permissions | | [Antigravity CLI](#install-from-a-clone) | `make install-antigravity` | Generated plugins containing agents, skills, and commands | | [GitHub Copilot](#install-from-a-clone) | `make install-copilot` | Generated agent profiles and skills; commands also become invocable skills | | [Pi](#install-from-a-clone) | `make install-pi` | Generated skills and prompt templates; agents require a subagent extension | See the [capability matrix](docs/harnesses.md) for model mappings, tool permissions, hooks, and installation differences. For individual skills, use a [skills-only installer](#skills-only) and select your coding tool. ## How it works A plugin groups related agents, skills, and commands under `plugins/`. For example, `python-development` contains three agents, sixteen skills, and a scaffolding command. The chosen harness loads the installed components according to its own discovery and invocation rules. Contributors maintain one Markdown source in the Claude Code plugin format. Native registries point to that source where supported, and adapters generate the formats needed by each harness. Commands may become skills or prompt templates, and agent formats, model choices, and tool permissions vary by harness. Source agents specify model aliases such as `opus`, `sonnet`, `haiku`, `fable`, or `inherit`. Adapters map those aliases to each harness's model settings, including fixed defaults for some `inherit` entries. See [model configuration](docs/agents.md#model-configuration) and the [adapter mappings](tools/adapters/capabilities.py). ## Quality evaluation The repository validates plugin structure, generated artifacts, and documentation. Contributors can run these checks from the repository root: ```bash make generate-all make validate STRICT=1 make garden ``` [`plugin-eval`](plugins/plugin-eval/) also provides static skill checks without model calls. For example: ```bash uv run --project plugins/plugin-eval plugin-eval score plugins/python-development/skills/python-testing-patterns --depth quick ``` The LLM judge and Monte Carlo layers are experimental and are not validated against human labels. Their scores describe model assessments and repeated simulations and do not prove that a task succeeds in a project. They require the optional `llm` dependencies. Model calls use `ANTHROPIC_API_KEY` when it is set and bill that API account. Otherwise they use your Claude Code login. See the [evaluation guide](docs/plugin-eval.md) for setup and limits. ## Quick start Choose a plugin for the work you do: | Plugin | Use it for | |---|---| | [python-development](plugins/python-development/) | Python, Django, FastAPI, testing, and packaging | | [javascript-typescript](plugins/javascript-typescript/) | JavaScript and TypeScript development and project setup | | [developer-essentials](plugins/developer-essentials/) | Code review, debugging, Git, and testing patterns | | [security-scanning](plugins/security-scanning/) | Security review, dependency checks, and code scanning | See the [plugin catalog](docs/plugins.md) for all 94 plugins and the [usage guide](docs/usage.md) for commands and examples. ### Claude Code Run these commands inside Claude Code to register the marketplace and install the Python development plugin: ```text /plugin marketplace add wshobson/agents /plugin install python-development@claude-code-workflows ``` Then ask Claude to use the Python agents for your task, or run the plugin's scaffolding command: ```text /python-development:python-scaffold Create a FastAPI service with tests ``` ### Codex CLI Run these commands in a terminal with a current Codex CLI: ```bash codex plugin marketplace add wshobson/agents codex plugin add python-development@claude-code-workflows ``` The native Codex manifests expose source skills. The generated TOML agents and command-derived skills use a separate adapter path. Native installation also reads the original skill bodies, while generated copies split oversized bodies into reference files for the 8 KB budget. See the [Codex setup details](docs/harnesses.md#native-install) before choosing an installation route. ### Cursor Cursor uses the committed [plugin marketplace registry](.cursor-plugin/marketplace.json). Follow the [Cursor setup instructions](docs/harnesses.md#native-install) to add the marketplace and install a plugin. <a id="skills-only-gh-skill-npx-skills"></a> <a id="skills-only-gh-skill--npx-skills"></a> ### Skills only Install an individual skill with GitHub CLI's `gh skill` command or the `npx skills` installer. Select your coding tool when prompted. Both installers read skills from GitHub without cloning the repository and install them without the plugin's agents, commands, or hooks. ```bash gh skill install wshobson/agents python-testing-patterns npx skills add wshobson/agents --skill python-testing-patterns ``` `gh skill` requires GitHub CLI 2.90 or later. The `npx` command requires Node.js and npm. See [skills-only installation](docs/harnesses.md#skills-only-installers) for other agents, install scopes, and version pinning. <a id="codex-cli--cursor--opencode--antigravity-cli--copilot--pi"></a> <a id="opencode-antigravity-cli-copilot-and-pi"></a> ### Install from a clone For OpenCode, Antigravity CLI, GitHub Copilot, and Pi, clone the repository and use the installer for your harness. Install [uv](https://docs.astral.sh/uv/getting-started/installation/), Python 3.12 or later, and the coding tool you want to use. The following clone command uses GitHub CLI: ```bash gh repo clone wshobson/agents ~/agents cd ~/agents ``` Run the command for your tool. Each target generates the artifacts and links all local plugins into that tool's user configuration: ```bash make install-opencode make install-antigravity make install-copilot make install-pi ``` Pi's agents require its reference `subagent` extension or a compatible extension. See the [global install guide](docs/harnesses.md#global-install) for configuration paths and uninstall commands. ## What's inside | Component | Count | Purpose | |---|---:|---| | Plugins | 94 | Installable groups of components, including 92 local plugins and 2 external entries | | Agents | 202 | Instructions for specialist subagents that handle delegated work | | Skills | 185 | Guidance and reference material that an agent loads when relevant | | Commands | 105 | Named workflows you invoke, such as project scaffolding or a security scan | The agent, skill, and command counts cover local source files. External plugins provide their own components and installation requirements. ## Documentation map | Guide | Covers | |---|---| | [Plugin catalog](docs/plugins.md) | Plugins by task and domain | | [Agents](docs/agents.md) and [skills](docs/agent-skills.md) | Available components and model configuration | | [Usage](docs/usage.md) and [tool setup](docs/harnesses.md) | Commands, examples, and installation | | [Architecture](ARCHITECTURE.md) and [design details](docs/architecture.md) | Source layout and adapters | | [Quality evaluation](docs/plugin-eval.md) and [CLI verification](docs/round-trip-results.md) | Checks and their limits | See [CONTRIBUTING.md](CONTRIBUTING.md) to propose a change and [authoring conventions](docs/authoring.md) to write plugin content. ## External memory integration [Pensyve](https://github.com/major7apps/pensyve) remains an optional external Claude Code marketplace entry. Major7 Apps maintains Pensyve, and this repository's maintainer founded Major7 Apps. Its open-source runtime can run locally or on your own server. [Pensyve Cloud closed on October 1, 2026](https://pensyve.com/), and its dashboard, API, and hosted MCP endpoints are unavailable. Use the [self-hosting guide](https://github.com/major7apps/pensyve/blob/main/docs/self-host.md) when configuring the runtime. ## License The repository is [MIT licensed](LICENSE). External plugins have their own licenses. ## Star history [![Star History Chart](https://star-history.dera.page/svg?repos=wshobson/agents&type=date&legend=top-left)](https://star-history.dera.page/#wshobson/agents&type=date&legend=top-left)

جارٍ تحميل ملف README للمستودع…

Skills في هذا المستودع

مطوّرو البرمجيات محللو أمن المعلومات مصممو واجهات الويب والرقمية محللو ضمان جودة البرمجيات والمختبرون

١٦ فئات مهنية · 81% مصنفة

skill

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الوصف

آخر تحديث

bash-defensive-patterns

مطوّرو البرمجيات

Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

لغة النص الأصلي: الإنجليزية

2026-11-08

protect-mcp-setup

غير مصنف

Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, policy-gated tool execution, or compliance-ready evidence of agent actions.

لغة النص الأصلي: الإنجليزية

2026-11-05

review-agent-setup

غير مصنف

Configure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR reviews, comments, merges, or edit CI configuration, and you want a cryptographically auditable approval trail with…

لغة النص الأصلي: الإنجليزية

2026-11-05

signed-audit-trails-recipe

غير مصنف

Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstrating the pattern before committing to the protect-mcp runtime hooks. Covers Cedar policy, Ed25519 receipts,…

لغة النص الأصلي: الإنجليزية

2026-11-05

rag-implementation

غير مصنف

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

لغة النص الأصلي: الإنجليزية

2026-11-05

api-design-principles

مطوّرو البرمجيات

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.

لغة النص الأصلي: الإنجليزية

2026-10-30

architecture-patterns

مطوّرو البرمجيات

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designing clean architecture for a new microservice, when refactoring a monolith to use bounded contexts, when…

لغة النص الأصلي: الإنجليزية

2026-10-30

microservices-patterns

مطوّرو البرمجيات

Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.

لغة النص الأصلي: الإنجليزية

2026-10-30

deployment-pipeline-design

مطوّرو البرمجيات

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pipelines, implementing canary rollout strategies, setting up multi-environment promotion workflows,…

لغة النص الأصلي: الإنجليزية

2026-10-30

secrets-management

غير مصنف

Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.

لغة النص الأصلي: الإنجليزية

2026-10-30

auth-implementation-patterns

مطوّرو البرمجيات

Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues.

لغة النص الأصلي: الإنجليزية

2026-10-30

error-handling-patterns

مطوّرو البرمجيات

Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.

لغة النص الأصلي: الإنجليزية

2026-10-30

sql-optimization-patterns

مطوّرو البرمجيات

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.

لغة النص الأصلي: الإنجليزية

2026-10-30

postmortem-writing

غير مصنف

Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.

لغة النص الأصلي: الإنجليزية

2026-10-30

k8s-manifest-generator

مطوّرو البرمجيات

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes…

لغة النص الأصلي: الإنجليزية

2026-10-30

python-configuration

غير مصنف

Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or implementing environment-specific behavior.

لغة النص الأصلي: الإنجليزية

2026-10-30

python-observability

مطوّرو البرمجيات

Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.

لغة النص الأصلي: الإنجليزية

2026-10-30

python-packaging

مطوّرو البرمجيات

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.

لغة النص الأصلي: الإنجليزية

2026-10-30

python-performance-optimization

مطوّرو البرمجيات

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

لغة النص الأصلي: الإنجليزية

2026-10-30

python-resource-management

غير مصنف

Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.

لغة النص الأصلي: الإنجليزية

2026-10-30

python-testing-patterns

محللو ضمان جودة البرمجيات والمختبرون

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.

لغة النص الأصلي: الإنجليزية

2026-10-30

go-concurrency-patterns

مطوّرو البرمجيات

Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.

لغة النص الأصلي: الإنجليزية

2026-10-30

sast-configuration

غير مصنف

Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or automating code vulnerability detection.

لغة النص الأصلي: الإنجليزية

2026-10-30

architecture-decision-records

غير مصنف

Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.

لغة النص الأصلي: الإنجليزية

2026-10-17

git-advanced-workflows

غير مصنف

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository…

لغة النص الأصلي: الإنجليزية

2026-10-15

monorepo-management

غير مصنف

Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monorepos, optimizing builds, or managing shared dependencies.

لغة النص الأصلي: الإنجليزية

2026-10-15

e2e-testing-patterns

غير مصنف

Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or establishing testing standards.

لغة النص الأصلي: الإنجليزية

2026-10-15

fastapi-templates

غير مصنف

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

لغة النص الأصلي: الإنجليزية

2026-10-15

social-evidence-research

غير مصنف

Research public discussion on social platforms and keep every report claim tied to the source material that supports it. Use when researching or comparing how a product, event, or topic is discussed across social platforms or supplied social exports, when…

لغة النص الأصلي: الإنجليزية

2026-10-15

async-python-patterns

غير مصنف

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

لغة النص الأصلي: الإنجليزية

2026-10-15

screen-reader-testing

غير مصنف

Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support.

لغة النص الأصلي: الإنجليزية

2026-10-15

code-review-excellence

غير مصنف

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.

لغة النص الأصلي: الإنجليزية

2026-10-15

debugging-strategies

غير مصنف

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.

لغة النص الأصلي: الإنجليزية

2026-10-15

protocol-reverse-engineering

غير مصنف

Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.

لغة النص الأصلي: الإنجليزية

2026-10-15

scan

غير مصنف

Scans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after architectural changes, or running a delta scan to detect drift. Runs a full scan on first use and a smart delta…

لغة النص الأصلي: الإنجليزية

2026-10-15

competitive-landscape

غير مصنف

Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps. Use this skill when evaluating competitors, assessing market positioning,…

لغة النص الأصلي: الإنجليزية

2026-10-15

startup-metrics-framework

غير مصنف

Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth efficiency, and cash management. Use this skill when defining a metrics framework,…

لغة النص الأصلي: الإنجليزية

2026-10-15

gitlab-ci-patterns

غير مصنف

Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment.

لغة النص الأصلي: الإنجليزية

2026-10-04

linkerd-patterns

غير مصنف

Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking with minimal overhead.

لغة النص الأصلي: الإنجليزية

2026-10-04

turborepo-caching

غير مصنف

Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.

لغة النص الأصلي: الإنجليزية

2026-10-04

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