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Agent Skills

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AI Cross Validator

Dual-AI code validation using both Claude and Google Gemini to catch 20% more issues. Validates React Native screens for security vulnerabilities, performance anti-patterns, accessibility gaps, and best practices. Use when user says "validate with Gemini", "cross-validate", "AI review", or before deploying code to production.

majiayu000
majiayu000
11819

ai-context-optimizer

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majiayu000
majiayu000
11819

ai-content

生成 AI 相关技术内容,帮助编写 AI 工具使用指南、模型对比、应用案例等内容。使用时涉及 AI 工具、模型、应用等主题时。

majiayu000
majiayu000
11819

ai-content-quality-checker

AI生成コンテンツの総合品質チェックスキル。読みやすさ、正確性、関連性、独自性、SEO、アクセシビリティ、エンゲージメント、文法・スタイルを多角的に評価。

majiayu000
majiayu000
11819

ai-content-generation

AI content generation with OpenAI and Claude, callAIWithPrompt usage, prompt storage in app_settings, structured outputs, response format validation, multi-criteria scoring, rate limiting, JSON schema, and AI API best practices. Use when generating content, creating prompts, scoring articles, or working with OpenAI/Claude APIs.

majiayu000
majiayu000
11819

ai-consultation

Provides AI consultation workflows, prompt templates, and best practices for multi-model consultation. Use when user asks for "second opinion", "ask codex", "ask gemini", "AI code review", "external AI consultation", or needs prompt templates for code review, security audit, or architecture analysis.

majiayu000
majiayu000
11819

ai-comm

Use when collaborating with other AI assistants (Codex, Gemini, Aider, Cursor, OpenCode), delegating tasks, or requesting code review.

majiayu000
majiayu000
11819

ai-collaborate-teaching

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majiayu000
majiayu000
11819

adding-new-metric

Guides systematic implementation of new sustainability metrics in OSS Sustain Guard using the plugin-based metric system. Use when adding metric functions to evaluate project health aspects like issue responsiveness, test coverage, or security response time.

majiayu000
majiayu000
11819

adding-notes

Add new notes to the Second Brain knowledge base. Use when the user provides a resource (URL, book, podcast, article, GitHub repo, Reddit thread) and asks to "add a note", "create a note", "save this", "add to my notes", "take notes on", or "capture this".

majiayu000
majiayu000
11819

adding-persistent-event

Adds a new type of event that gets persisted to the event log. Use this when adding new kinds of write operations to the system or when adding new events to existing code.

majiayu000
majiayu000
11819

adding-phases

Use this skill to add planned work discovered during execution to the end of the current milestone in the roadmap. This skill appends sequential phases to the current milestone's phase list, automatically calculating the next phase number. Triggers include "add phase", "append phase", "new phase", and "create phase". This skill updates ROADMAP.md and STATE.md accordingly.

majiayu000
majiayu000
11819

adding-stacks

Use when adding a new framework/stack to create-faster CLI tool - addresses copy-first mentality, incomplete implementations, and missing dependencies

majiayu000
majiayu000
11819

adding-todos

Use this skill to capture an idea, task, or issue that surfaces during a Kata session as a structured todo for later work. This skill creates markdown todo files in the .planning/todos/pending directory with relevant metadata and content extracted from the conversation. Triggers include "add todo", "capture todo", "new todo", and "create todo".

majiayu000
majiayu000
11819

adding-tweets

Add tweets to the Second Brain. Use when the user provides a Twitter/X URL and pasted tweet content, asking to "add a tweet", "save this tweet", or "capture this tweet".

majiayu000
majiayu000
11819

additional-htmx-and-flask-instructions

Provides additional instructions for HTMX and Flask, primarily related to templating.

majiayu000
majiayu000
11819

address-github-comments

Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.

majiayu000
majiayu000
11819

address-parser

Parse unstructured addresses into structured components - street, city, state, zip, country with validation.

majiayu000
majiayu000
11819

address-pr-comments

Addresses PR review comments by making code changes and posting replies. Takes a PR number or auto-detects from current branch. Use when the user wants to address review feedback, respond to PR comments, fix PR feedback, or says "address comments on PR X".

majiayu000
majiayu000
11819

address-review

Use when addressing PR review comments from Copilot, Claude, or human reviewers. Critically assesses each comment, recommends action (implement/push-back/discuss), and executes appropriately.

majiayu000
majiayu000
11819

address-sanitizer

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majiayu000
majiayu000
11819

addressing-pr-feedback

Fetches, organizes, and addresses PR review comments from GitHub. Use when user asks to review PR comments, fix PR feedback, check what reviewers said, address review comments, or handle bot suggestions on a pull request. Triggers on "review PR", "fix comments", "PR feedback", "what did reviewers say", "address PR feedback", "check PR comments".

majiayu000
majiayu000
11819

adf-format-json-schema

Query Atlassian Document Format (ADF) JSON schema definitions to understand ADF node and mark types. Use this skill when implementing ADF dataclass nodes/marks, or when user asks about ADF structure, ADF nodes, ADF marks, or Atlassian Document Format implementation.

majiayu000
majiayu000
11819

adf-json-example

Fetch raw ADF JSON data from a Confluence page URL. Use this skill when you need to see real-world ADF examples, understand how Confluence represents specific elements, debug ADF parsing, or create test samples.

majiayu000
majiayu000
11819

adf-master

Comprehensive Azure Data Factory knowledge base with official documentation sources, CI/CD methods, deployment patterns, and troubleshooting resources

majiayu000
majiayu000
11819

adf-validation-rules

Comprehensive Azure Data Factory validation rules, activity nesting limitations, linked service requirements, and edge-case handling guidance

majiayu000
majiayu000
11819

adguard-home

Manage, troubleshoot, configure, analyze, and review AdGuard Home DNS server. Use when working with AdGuard Home, DNS blocking, ad blocking, network-wide filtering, DNS queries, blocklists, client management, DHCP, or DNS rewrites. Supports REST API and SSH access. Triggers on adguard, DNS blocking, ad blocking, network filtering, DNS server, blocklist, pi-hole alternative.

majiayu000
majiayu000
11819

adhd-accountability

ADHD-optimized accountability for task tracking, abandonment detection, and interventions. Use when tracking tasks, detecting context switches, or providing accountability support.

majiayu000
majiayu000
11819

adhd-advisor

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majiayu000
majiayu000
11819

adhd-daily-planner

Time-blind friendly planning, executive function support, and daily structure for ADHD brains. Specializes in realistic time estimation, dopamine-aware task design, and building systems that actually work for neurodivergent minds.

majiayu000
majiayu000
11819

analyze-rust-optimizations

This skill performs thorough analysis of Rust libraries to find optimization opportunities. It should be used when reviewing Rust code for performance improvements, memory efficiency, or when profiling indicates bottlenecks. Focuses on runtime performance and memory usage through dynamic profiling tools and static code analysis.

majiayu000
majiayu000
11819

adhd-design-expert

Designs digital experiences for ADHD brains using neuroscience research and UX principles. Expert in reducing cognitive load, time blindness solutions, dopamine-driven engagement, and compassionate design patterns. Activate on 'ADHD design', 'cognitive load', 'accessibility', 'neurodivergent UX', 'time blindness', 'dopamine-driven', 'executive function'. NOT for general accessibility (WCAG only), neurotypical UX design, or simple UI styling without ADHD context.

majiayu000
majiayu000
11819

adhd-productivity

ADHD-optimized productivity techniques and interventions. Invoke when user shows signs of task abandonment, context switching, or needs focus assistance.

majiayu000
majiayu000
11819

adhd-task-management-skill

ADHD-optimized task tracking with abandonment detection, intervention strategies, and completion accountability

majiayu000
majiayu000
11819

adhd-task-management

ADHD-optimized task tracking and intervention system. Use when tracking tasks, detecting context switches, providing accountability interventions, or managing ADHD-specific productivity patterns for Ariel Shapira.

majiayu000
majiayu000
11819

advanced-evaluation

Master LLM-as-a-Judge evaluation techniques including direct scoring, pairwise comparison, rubric generation, and bias mitigation. Use when building evaluation systems, comparing model outputs, or establishing quality standards for AI-generated content.

majiayu000
majiayu000
11819

advanced-example

Advanced example showing all available metadata fields and complex folder structure

majiayu000
majiayu000
11819

advanced-features-2025

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majiayu000
majiayu000
11819

advanced-features

Implement advanced task features - Priorities, Tags, Due Dates, Reminders, Recurring Tasks, Search, Filter, and Sort. Use when adding Phase 5 advanced functionality. (project)

majiayu000
majiayu000
11819

advanced-file-management

Advanced file management tools. Includes batch folder creation, batch file moving, file listing, and HTML author extraction.

majiayu000
majiayu000
11819

Advanced GetX Patterns

Advanced GetX features including Workers, GetxService, SmartManagement, GetConnect, GetSocket, bindings composition, and testing patterns

majiayu000
majiayu000
11819

advanced-git

Advanced Git - interactive rebase, cherry-pick, bisect, reflog, and power user operations

majiayu000
majiayu000
11819

advanced-js-mocking-patterns

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majiayu000
majiayu000
11819

advanced-kubernetes

Custom Resource Definitions (CRDs) extend Kubernetes API with custom

majiayu000
majiayu000
11819

advanced-math-trading/foundations-core

Probability, moments/tails, Bayes, and statistical learning foundations for systematic trading.

majiayu000
majiayu000
11819

advanced-math-trading/portfolio-factors

Factor modeling and portfolio construction (Markowitz, Black-Litterman, constraints, turnover).

majiayu000
majiayu000
11819

advanced-math-trading/robustness-risk

Tail risk, EVT, regularization, validation guardrails, and common pitfalls.

majiayu000
majiayu000
11819

advanced-memoization-strategies

Apply principled memoization techniques to reduce re-rendering without introducing correctness bugs.

majiayu000
majiayu000
11819

advanced-memory-skill-creator

Use when planning, scaffolding, validating, or packaging Claude skills inside Advanced Memory MCP.

majiayu000
majiayu000
11819

Advanced Modular Library Design

Design modular libraries with clear package boundaries, feature-first organization, and clean API surfaces. Use when structuring monorepos, defining module boundaries, or designing library APIs.

majiayu000
majiayu000
11819

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.