splunk-analyzer

description: Automate Splunk queries and analyze results using Chrome DevTools MCP. Use when the user wants to run Splunk searches, export log data, or analyze Splunk results. Triggers on requests like "check error rates", "search Splunk for X", "run a Splunk query", "analyze logs from Splunk", or "find errors in payment-service".


task-orchestration

kind: skill

description: Execute repo work one task at a time using a strict plan → execute → iterate loop tracked in .copilot-todo.yaml.


tech-blog

description: Zenn向けテックブログ記事の作成支援。プロジェクト紹介、技術解説、TIL/学習記録など様々な記事タイプに対応。トリガー: (1) ブログを書いて、(2) 記事を作成、(3) Zenn記事、(4) 技術記事、(5) /tech-blog


thoroughness

description: Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comprehensive implementation without shortcuts through systematic analysis, implementation, and verification phases


typescript-developer

description: Use when developing applications or components using TypeScript, ensuring type safety and leveraging TypeScript features.


vcf

description: Short alias for vc-phase-loop. Use when the user invokes "vcf:" or "use vcf:" and wants maximum hands-off completion.


vue-skill

description: Vue/TypeScriptの実装に関するAgent


write-documents

description: Apply when creating or editing INFO, SPEC, IMPL, TEST, FIX documents, or STRUT plans


content-research-writer

description: Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.


agent-ops-testing

description: Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.


agent-protocol

description: Human and agent coordination protocol for repos using .agentprotocol. Use to manage TODO intake, open and archived work items, and plan/build docs with deterministic indexes.


API Documentation Lookup

description: This skill should be used when the user asks to "look up Effect API", "check the Effect docs", "find Effect function signature", "what does Effect.X do", "how to use Effect.X", "Effect API reference", "fetch Effect documentation", or needs to look up specific function signatures, parameters, or usage examples from the official Effect-TS API documentation.


aspose-slides

description: Comprehensive skill for manipulating Microsoft PowerPoint presentations using Aspose.Slides.NET library with modern C# patterns


atlassian-mcp

description: Use the Atlassian MCP Server to interact with JIRA from coding agents (Cursor, Claude Code). This skill documents how to use the official Atlassian MCP server for JIRA and Confluence operations. Enable this MCP server in your Cursor/Claude Code settings for JIRA access.


audit-style

description: Audit and refactor CSS to comply with Game Loopers design system and BEM methodology


avatar

description: Control the VTuber avatar system — speak through it with lip sync, change expressions, manage the avatar renderer and control server. Use when interacting with the avatar, making it speak, changing expressions, or troubleshooting avatar connection issues.


beads

description: Issue tracking with Beads (bd CLI). Use when commands need to create, query, update, or close issues, or manage dependencies.


bexio

description: Bexio Swiss business software API for managing contacts, quotes/offers, invoices, orders, and items/products. Use when working with Bexio CRM, creating or managing invoices, quotes, sales orders, contact management, or Swiss business administration tasks. Supports listing, searching, creating, editing contacts and sales documents.


button-styles

description: Sistema de estilos de botones consistentes para iqEngi (Cards, CTAs, Formularios)


capacitor-ci-cd

description: Complete CI/CD guide for Capacitor apps covering GitHub Actions, GitLab CI, build automation, app signing, and deployment pipelines. Use this skill when users need to automate their build and release process.


cc-data-organization

description: Audit and fix data organization: variable declarations, data types, magic numbers, naming conventions, and global data. Three modes: CHECKER (92-item checklist -> status table), APPLIER (type selection and naming guidance), TRANSFORMER (fix violations). Cover modern types: concurrent/shared state, nullable/optional, temporal/timezone, security-sensitive. Use when reviewing code for data organization issues, choosing data types, or fixing magic numbers. Triggers on: review variables, data types, magic numbers, naming, global data, check types, fix floats, constants.


cc-get-session-id

description: Get the current Claude Code session ID. Use when you need to reference or display the session ID.


clawdbot-update-plus

description: Full backup, update, and restore for Clawdbot - config, workspace, and skills with auto-rollback


code-optimize

description: Analyze and optimize code for performance, memory, and efficiency


content-marketer

description: Expert in content strategy, SEO-driven storytelling, and developer advocacy. Bridges the gap between technical products and market adoption. Use when creating marketing content, developing content strategy, writing blog posts, or planning developer outreach.


converting-commands-to-skills

description: Use this skill when converting Claude Code slash commands to Skills format. Handles transformation from ./commands/*.md to ./skills/*/SKILL.md, including YAML frontmatter conversion, name transformation to gerund form, description enhancement for invocation triggers, and batch processing. Invoke when user asks to convert commands to skills, migrate slash commands, or transform command files.


convex-migration

description: guidance on how to properly do data migrations in Convex


create-command

description: Guide for creating custom Claude Code slash commands with proper structure, argument handling, frontmatter configuration, and best practices. Use when the user wants to create slash commands, custom commands, reusable prompts, or mentions creating/designing/building commands.


create-ticket

description: Create implementation tickets with proper format and conventions.


description: Create a new topic file in .notes/ with frontmatter template


data-pipeline-manager

description: Design and troubleshoot robust data pipelines with comprehensive quality validation, error handling, and monitoring capabilities for bioinformatics and data processing workflows


ddd-check

description: DDD設計原則チェッカー（AIDLC ドキュメントと実装コードの一貫性を検証）


debug-log-patterns

description: Language-specific debug logging patterns and best practices. Reference when adding instrumentation for Dart/Flutter, Kotlin/Android, Swift/iOS, or JavaScript/TypeScript applications.


defining-typescript-models

description: Defines standard TypeScript interfaces for Appwrite Collections. Use when creating new models for Tours, Users, or Bookings to ensure full type safety.


email-triage-draft-replies

description: Review unread email, categorize it, and draft replies (no sending without approval)


fdc-expert

description: Expert on NEC µPD765 Floppy Disk Controller for ES-1841. Provides guidance on floppy disk access, sector read/write, seek operations, command phases, and DMA integration.


Fiscalzen SEFAZ

description: Integrações SEFAZ (NF-e/CT-e/MDF-e) no padrão FiscalZen: DistDFe, Manifestação e eventos — com certificados A1, SOAP, retry/backoff e persistência no produto.


fresh-eyes

description: Re-reads code you just wrote with fresh perspective to catch bugs, errors, and issues. Use after completing a feature, fixing a bug, or any code changes. Triggers on "review my code", "fresh eyes", "check for bugs", "did I miss anything", or "sanity check".


Frontend Development

description: พัฒนา Frontend ด้วย Angular, React, Vue, Next.js อย่างมืออาชีพ


gates

description: 9-language quality gate validation: linting, formatting, type checking, and test execution. Validates code changes meet quality standards before completion. Use when: (1) after code implementation, (2) before PR creation, (3) as part of /orchestrator Step 6, (4) manual quality check. Triggers: /gates, 'quality gates', 'run validation', 'check quality', 'validate code'.


Global Security

description: Your approach to handling global security. Use this skill when working on files where global security comes into play.


infrastructure-verification

description: Verify AWS infrastructure configuration before deployment. Use when validating VPC endpoints, NAT Gateway capacity, security groups, or debugging network path issues that cause Lambda connection timeouts.


[invalid yaml with unclosed bracket

description: This YAML is malformed


SKILL

description: auto-sync launchd管理。dotfiles自動同期の状態確認・起動・停止・ログ確認。トリガー: launchd, auto-sync, 自動同期, 同期, sync agent


extracting-learned-skills

description: Extracts reusable skills and decision-making heuristics from debugging sessions. Use after solving tricky bugs, discovering non-obvious workarounds, or finding hidden gotchas specific to a codebase. Triggers include "save this as a skill", "learn from this", or after significant debugging effort.


libgraphql-plans

description: Track, organize, and maintain plans.md files and code TODOs for the libgraphql project. Use when the user asks to update plans, sync TODOs, mark tasks complete, add new tasks, identify high-impact work, or asks what's left to do in the libgraphql codebase. Triggers include phrases like "update plans", "sync TODOs", "what's left to do", "mark X as done", "track a new task", "highest-impact work", or references to plans.md files.


magento-php-specialist

description: Advanced PHP development for Magento 2 following PSR-12 and Magento coding standards. Use when writing PHP code, implementing business logic, or ensuring code quality. Masters modern PHP features, object-oriented programming, design patterns, and Magento-specific PHP practices.


manage-tasks

description: Manage implementation tasks with sequential sub-steps within a plan


math-router

description: Deterministic router for math cognitive stack - maps user intent to exact CLI commands


maven-build

description: Maven build configuration for the crypto-scout multi-module Java 25 project


memorylane

description: Zero-config persistent memory for Claude with automatic cost savings. Use when you need to remember project context, reduce API token costs, track learned patterns, manage memories across sessions, or curate/clean up memories. Automatically compresses context 6x and saves 84% on API costs. Keywords: memory, remember, recall, context, cost savings, reduce tokens, learn, patterns, insights, curate, clean up memories, review memories.


nano-banana

description: AI image generation using Nano Banana PRO (Gemini 3 Pro Image) and Nano Banana (Gemini 2.5 Flash Image). Use this skill when: (1) Generating images from text prompts, (2) Editing existing images, (3) Creating professional visual assets like infographics, logos, product shots, stickers, (4) Working with character consistency across multiple images, (5) Creating images with accurate text rendering, (6) Any task requiring AI-generated visuals. Triggers on: 'generate image', 'create image', 'make a picture', 'design a logo', 'create infographic', 'AI image', 'nano banana', or any image generation request.


nexus-elements-fast-bridge

description: Install and use the Fast Bridge widget from Nexus Elements. Use when someone wants an intent-based cross-chain bridge UI with allowance flow and progress steps.


notion-content

description: Create content records in Notion database after publishing articles. Use when user provides article title and publishing links (zhihu, weixin, baidu, sohu, toutiao, x.com). Auto-detects platform from URL, fills publish date. Trigger on "/notion-content", "notion记录", "内容入库", or when user says they published an article with links.


odoo-code-review

description: Review Odoo code for correctness, security, performance, and Odoo 18 standards. Use when reviewing Odoo modules, diffs, or pull requests; produce a scored report with weighted criteria.


ohspec

description: Use when 需要生成 RFC 技术规范、进行需求分析、设计 API 契约，或需要 OHSpec 多代理编排输出。Triggers on "RFC", "需求分析", "API 契约", "设计规范", "OHSpec", "/ohspec".


openclaw-medicine

description: Diagnose and fix OpenClaw gateway issues — broken configs, missing tokens, dead channels, auth failures, merge bugs, and multi-instance management. Use when openclaw is unresponsive, channels aren't starting, config is corrupted, or when managing remote openclaw instances (e.g. via SSH). Also covers migrating between config strategies (Nix-managed vs local).


oracle-path

description: Create learning paths for topics. Use when user says "learning path", "how do I learn", "roadmap for", "curriculum", "what should I learn first". Auto-trigger when onboarding or skill development discussed.


orcaflex-model-generator

description: Generate OrcaFlex models from templates using component assembly with


pronunciation-specialist

description: Scan lyrics for pronunciation risks, prevent Suno mispronunciations


psi

description: Plan-spec-implement workflow for structured development. Only use when explicitly directed by user or when mentioned in project AGENTS.md file. Generates ephemeral plans in ~/.dot-agent/, applies specs to project docs, then implements test-first.


python-automated-debugging

description: Use when fixing a Python test that has failed multiple attempts, when print-debugging hasn't revealed the issue, or when you need to investigate runtime state systematically


python-github-actions

description: Complete Python GitHub Actions system. PROACTIVELY activate for: (1) uv-based CI workflows (10-100x faster), (2) Matrix testing across Python versions, (3) Dependency caching with setup-uv, (4) Parallel test execution, (5) Reusable workflows, (6) Publishing to PyPI with trusted publishing, (7) Code coverage with codecov, (8) Security scanning. Provides: Workflow templates, caching config, matrix strategies, composite actions. Ensures fast, reliable CI/CD pipelines.


Quick Query

description: Execute simple network status queries that require 1-2 commands. Use when user asks to "check device status", "show interface", "query routing table", "display BGP neighbors", or needs simple read-only information retrieval.


refresh-tarkovdev-schema

description: Update the tarkov.dev GraphQL schema and regenerate the Go client code


resource-scout

description: Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries. Use when (1) user asks to find skills for a specific task, (2) looking for MCP servers to connect external tools, (3) user mentions "find skill", "search MCP", "discover tools", or "what skills exist for X", (4) before creating a custom skill to check if one already exists.


rust-unsafe

description: 不安全代码与 FFI 专家。处理 unsafe, raw pointer, FFI, extern, transmute, *mut, *const, union, #[repr(C)], libc, MaybeUninit, NonNull, SAFETY comment, soundness, undefined behavior, UB, 安全抽象, 裸指针, 外部函数接口, 内存布局, 未定义行为


scribe

description: Technical writer - documentation, README, guides


script-executor

description: Executes shell scripts in a safe environment.


section-special

description: Generate comprehensive R tutorials for specialized applications (health economics, qualitative research, signal processing, environmental epidemiology) with theory + practice workflow. Use when: (1) User requests domain-specific tutorials, (2) File names match [number]-[topic].rmd pattern, (3) Keywords: TreeAge, CEA, text mining, wavelet, VMD, DLNM, WQS, BKMR.


skill-launcher

description: Search and select a Claude Code skill in the terminal, then copy /skill to clipboard.


description: Identify spatial domains and tissue regions in spatial transcriptomics data using Squidpy and Scanpy. Cluster spots considering both expression and spatial context to define anatomical regions. Use when identifying tissue domains or spatial regions.


splunk-analyzer

description: Automate Splunk queries and analyze results using Chrome DevTools MCP. Use when the user wants to run Splunk searches, export log data, or analyze Splunk results. Triggers on requests like "check error rates", "search Splunk for X", "run a Splunk query", "analyze logs from Splunk", or "find errors in payment-service".


spring-boot-performance

description: Guide for optimizing Spring Boot application performance including caching, pagination, async processing, and JPA optimization. Use this when addressing performance issues or implementing high-traffic features.


SKILL

description: Generate or update sprint planning and status tracking. Phase 4 Implementation


task-orchestration

description: Execute repo work one task at a time using a strict plan → execute → iterate loop tracked in .copilot-todo.yaml.


tech-blog

description: Zenn向けテックブログ記事の作成支援。プロジェクト紹介、技術解説、TIL/学習記録など様々な記事タイプに対応。トリガー: (1) ブログを書いて、(2) 記事を作成、(3) Zenn記事、(4) 技術記事、(5) /tech-blog


troubleshoot

description: Isolate root causes and propose targeted fixes with clear validation steps.


typescript-developer

description: Use when developing applications or components using TypeScript, ensuring type safety and leveraging TypeScript features.


vcf

description: Short alias for vc-phase-loop. Use when the user invokes "vcf:" or "use vcf:" and wants maximum hands-off completion.


voice-dna-creator

description: Analyze writing samples to create a comprehensive voice DNA profile. Use when the user wants to capture their unique writing voice, needs to create a voice profile for AI content, or is setting up a new writing system.


vue-skill

description: Vue/TypeScriptの実装に関するAgent


wikidata-search

description: Search for items and properties on Wikidata and retrieve entity details, claims, and external identifiers. Supports both keyword search (Wikidata Action API) and semantic/hybrid search (Wikidata Vector Database), plus direct entity retrieval (Special:EntityData) and structured querying (WDQS SPARQL).


worktree-setup

description: Automatically invoked after `git worktree add` to create data/shared symlink and data/local directory. Required before starting work in any new worktree.


building-ui

description: Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.


ssh-server-admin

description: Securely connect to and manage remote Linux/Unix servers via SSH. Execute commands, transfer files (SCP/SFTP), set up port forwarding and tunnels. Use when the user asks to SSH into a server, connect to a remote machine, run remote commands, upload/download files to servers, set up tunnels, or perform server administration tasks. Works on Windows, macOS, and Linux.


agentuity-cli-auth-login

description: Login to the Agentuity Platform using a browser-based authentication flow. Use for managing authentication credentials

tags: mutating creates-resource slow api-intensive


description: Ensure every critical action is logged (vital for UAG/Trust Room).


code-discovery

description: Helpers to discover, rank, and invoke repository symbols from natural language with minimal context.


design-production

description: Creates production-ready design files, prototypes, and specifications for development teams. Translates validated concepts into detailed, implementable designs with comprehensive specs for developers. Produces Figma files (via API), high-fidelity prototypes, design specifications, and animation files.


fix-markdown

description: Fix lint, formatting, and prose issues in markdown files using


Frontend Development

description: พัฒนา Frontend ด้วย Angular, React, Vue, Next.js อย่างมืออาชีพ


google-docs-manager

description: Expert in Google Docs management. Use when creating, reading, updating, formatting, or managing Google Docs with markdown support, advanced formatting, tables with full manipulation, images with styling, lists, headers/footers, and table of contents.


java-for-gophers

description: Interactive Java/Spring Boot learning skill for experienced Go developers. Use when the user wants to learn Java, practice Spring Boot, work on Java exercises, or asks for Java explanations in Go terms. Supports mood-aware pacing with "low energy" mode for difficult days. Teaches through iterative project building rather than passive learning.


manage-agents

description: Create, modify, and manage Claude Code subagents with specialized expertise. Use when you need to "work with agents", "create an agent", "modify an agent", "set up a specialist", "I need an agent for [task]", or "agent to handle [domain]". Covers agent file format, YAML frontmatter, system prompts, tool restrictions, MCP integration, model selection, and testing.


nette-testing

description: Provides Nette Tester testing conventions. Use when writing tests, using Assert methods, or running tester commands.


performance-optimizer

description: Performance analysis, profiling techniques, bottleneck identification, and optimization strategies for code and systems. Use when the user needs to improve performance, reduce resource usage, or identify and fix performance bottlenecks.


release

description: Create a release following Git Flow strategy. Use when preparing a release, bumping version, creating release branch, or when user says "release", "bump version", "prepare release", "ship version".


remediation-options

description: Standardized remediation workflow presenting three options for handling config violations - Conform to template, Update template, or Ignore. Adapts recommendations based on repository type (library vs consumer). Use when audit violations are found and user needs to decide how to address them.


security-audit

description: Procedure for analyzing code or dependencies for vulnerabilities


sop-code-review

description: Comprehensive code review workflow coordinating quality, security, performance, and documentation reviewers. 4-hour timeline for thorough multi-agent review.


unity-unitask

description: UniTask library expert specializing in allocation-free async/await patterns, coroutine migration, and Unity-optimized asynchronous programming. Masters UniTask performance optimizations, cancellation handling, and memory-efficient async operations. Use PROACTIVELY for UniTask implementation, async optimization, or coroutine replacement.


Quick Query

description: Execute simple network status queries that require 1-2 commands. Use when user asks to "check device status", "show interface", "query routing table", "display BGP neighbors", or needs simple read-only information retrieval.


dapr-integration

description: Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API. Use when implementing event-driven architecture for Phase 5. (project)


thoroughness

description: Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comprehensive implementation without shortcuts through systematic analysis, implementation, and verification phases


git-pr-merge

description: Conducts an audit of a Pull Request, merges it into main, and synchronizes the local environment. Use this skill when a PR is ready for final review and integration.


code-discovery

description: Helpers to discover, rank, and invoke repository symbols from natural language with minimal context.


write-documents

description: Apply when creating or editing INFO, SPEC, IMPL, TEST, FIX documents, or STRUT plans


voice-dna-creator

description: Analyze writing samples to create a comprehensive voice DNA profile. Use when the user wants to capture their unique writing voice, needs to create a voice profile for AI content, or is setting up a new writing system.


content-marketer

description: Expert in content strategy, SEO-driven storytelling, and developer advocacy. Bridges the gap between technical products and market adoption. Use when creating marketing content, developing content strategy, writing blog posts, or planning developer outreach.


vulnerability-scanning

description: Automated security scanning for dependencies, code, containers with Trivy, Snyk, npm audit. Use for CI/CD security gates, pre-deployment audits, compliance requirements, or encountering CVE detection, outdated packages, license compliance, SBOM generation errors.


writing-claude-md-files

description: Use when creating or updating CLAUDE.md files for projects or subdirectories - covers top-level vs domain-level organization, capturing architectural intent and contracts, and mandatory freshness dates


agency-researcher

description: Find and qualify real estate agencies in a given suburb


bio-ribo-seq-translation-efficiency

description: Calculate translation efficiency (TE) as the ratio of ribosome occupancy to mRNA abundance. Use when comparing translational regulation between conditions or identifying genes with altered translation independent of transcription.


epic-management

description: Use for LARGE work requiring feature-level grouping. Creates epic tracking issues, manages related issues under a common label, tracks epic progress, and coordinates with milestones.


projections

description: Build or query TES projections (current state views). State is derived from TES events - projections are the queryable current truth.


working-with-llms

description: Mandatory workflow for creating LLM-facing content. Follow the 4-step process (objective → draft → verify → adjust) before writing any prompt, skill, tool description, or system instruction. Triggers on requests to create or revise skills, prompts, agent workflows, or any content that will be sent to an LLM repeatedly.


multi-ai

description: Start the multi-AI pipeline with a given request. Guides through plan -> review -> implement -> review workflow.


ralph

description: Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format. Triggers on: convert this prd, turn this into ralph format, create prd.json from this, ralph json.


agentuity-cli-auth-login

description: Login to the Agentuity Platform using a browser-based authentication flow. Use for managing authentication credentials


analyze

description: Deep analysis and investigation


analyze-patterns

description: Use this skill when you need to analyze code for design patterns, anti-patterns, naming conventions, and code duplication. This skill excels at identifying architectural patterns, detecting code smells, and ensuring consistency across the codebase.


animating-advanced

description: Creates Awwwards-level, high-performance animations using industry-standard tools like GSAP, Three.js/R3F, and Lenis. Specializes in "Hero Sections", 3D interactions, and scroll-linked storytelling.


API Documentation Lookup

description: This skill should be used when the user asks to "look up Effect API", "check the Effect docs", "find Effect function signature", "what does Effect.X do", "how to use Effect.X", "Effect API reference", "fetch Effect documentation", or needs to look up specific function signatures, parameters, or usage examples from the official Effect-TS API documentation.


ask-question

description: Draft a technical research question and send to ChatGPT for investigation


aspose-slides

description: Comprehensive skill for manipulating Microsoft PowerPoint presentations using Aspose.Slides.NET library with modern C# patterns


audit-style

description: Audit and refactor CSS to comply with Game Loopers design system and BEM methodology


capacitor-ci-cd

description: Complete CI/CD guide for Capacitor apps covering GitHub Actions, GitLab CI, build automation, app signing, and deployment pipelines. Use this skill when users need to automate their build and release process.


cc-get-session-id

description: Get the current Claude Code session ID. Use when you need to reference or display the session ID.


code-discovery

description: Helpers to discover, rank, and invoke repository symbols from natural language with minimal context.


code-review

description: Senior PHP Laravel code reviewer. Use when reviewing pull requests, examining code changes vs master branch, or when the user asks for a code review. Read-only review — never modifies code.


command-sub-agent

description: 專責處理 CBF (Commanded Behavior Frame) 類型的需求。讀取規格目錄結構，生成/審查 Command Side 設計與實作。支援 Java、TypeScript、Go 多語言。


container-security-scanner

description: Scan images and runtime for CVEs and policy violations.


content-marketer

description: Expert in content strategy, SEO-driven storytelling, and developer advocacy. Bridges the gap between technical products and market adoption. Use when creating marketing content, developing content strategy, writing blog posts, or planning developer outreach.


content-research-writer

description: Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.


create-agent-with-sanity-context

description: Build AI agents with structured access to Sanity content via Context MCP. Covers Studio setup, agent implementation, and advanced patterns like client-side tools and custom rendering.


description: Create a new topic file in .notes/ with frontmatter template


dapr-integration

description: Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API. Use when implementing event-driven architecture for Phase 5. (project)


data-pipeline-manager

description: Design and troubleshoot robust data pipelines with comprehensive quality validation, error handling, and monitoring capabilities for bioinformatics and data processing workflows


ddd-check

description: DDD設計原則チェッカー（AIDLC ドキュメントと実装コードの一貫性を検証）


deduplication

description: Event deduplication with canonical selection, reputation scoring, and hash-based grouping for multi-source data aggregation. Handles both ID-based and content-based deduplication.


defining-typescript-models

description: Defines standard TypeScript interfaces for Appwrite Collections. Use when creating new models for Tours, Users, or Bookings to ensure full type safety.


direnv

description: Direnv environment management for automatic per-project shell configuration. Use when setting up .envrc files, configuring project-specific environment variables, or integrating direnv with development tools like nix, asdf, pyenv, or nvm.


email-triage-draft-replies

description: Review unread email, categorize it, and draft replies (no sending without approval)


Fiscalzen SEFAZ

description: Integrações SEFAZ (NF-e/CT-e/MDF-e) no padrão FiscalZen: DistDFe, Manifestação e eventos — com certificados A1, SOAP, retry/backoff e persistência no produto.


flask-api-development

description: Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response handling. Use when building RESTful APIs, microservices, or lightweight web services with Flask.


gates

description: 9-language quality gate validation: linting, formatting, type checking, and test execution. Validates code changes meet quality standards before completion. Use when: (1) after code implementation, (2) before PR creation, (3) as part of /orchestrator Step 6, (4) manual quality check. Triggers: /gates, 'quality gates', 'run validation', 'check quality', 'validate code'.


git-pr-merge

description: Conducts an audit of a Pull Request, merges it into main, and synchronizes the local environment. Use this skill when a PR is ready for final review and integration.


git-workflow-automation

description: Comprehensive Git workflow automation including branching strategies, pull request creation, code reviews, merge strategies, and release management. Use when Claude needs to help with Git operations, branching models (Git Flow, GitHub Flow), pull request creation, code reviews, merge conflicts, or release processes.


godot-profile-performance

description: Detects performance bottlenecks in Godot projects including expensive _process functions, get_node() calls in loops, instantiations in _process, and provides optimization suggestions with Godot profiler integration


secops-hunt

description: Expert guidance for proactive threat hunting. Use this when the user asks to "hunt" for threads, IOCs, or specific TTPs.


import-organization

description: Order imports by: built-in modules, external packages, internal modules, relative imports Use when maintaining consistent code style. Style category skill.


integrate-payouts

description: Complete guide to integrating Payram payout functionality for sending cryptocurrency payments to recipients


description: This skill should be used when the user asks to "update AGENTS.md", "add to AGENTS.md", "maintain agent docs", or needs to add guidelines to agent instructions. Guides discovery of local skills and enforces structured, keyword-based documentation style.


SKILL

description: auto-sync launchd管理。dotfiles自動同期の状態確認・起動・停止・ログ確認。トリガー: launchd, auto-sync, 自動同期, 同期, sync agent


maven-build

description: Maven build configuration for the crypto-scout multi-module Java 25 project


memorylane

description: Zero-config persistent memory for Claude with automatic cost savings. Use when you need to remember project context, reduce API token costs, track learned patterns, manage memories across sessions, or curate/clean up memories. Automatically compresses context 6x and saves 84% on API costs. Keywords: memory, remember, recall, context, cost savings, reduce tokens, learn, patterns, insights, curate, clean up memories, review memories.


mobile-app-icon

description: Generate mobile app icons using OpenAI or Gemini image generation. Use when creating iOS icons, Android icons, app icons, or generating icon assets.


mock-data

description: Creates typed mock data files in src/data/ following project conventions. Use when needing test data for new features or components.


modern-python

description: Work with Python (`uv` instead of `python`, modern type syntax, linting, formatting, etc.) properly!


nomistakes

description: Error prevention and best practices enforcement for agent-assisted coding. Use when writing code to catch common mistakes, enforce patterns, prevent bugs, validate inputs, handle errors, follow coding standards, avoid anti-patterns, and ensure code quality through proactive checks and guardrails.


notion-content

description: Create content records in Notion database after publishing articles. Use when user provides article title and publishing links (zhihu, weixin, baidu, sohu, toutiao, x.com). Auto-detects platform from URL, fills publish date. Trigger on "/notion-content", "notion记录", "内容入库", or when user says they published an article with links.


obsidian-daily

description: Manage Obsidian Daily Notes via obsidian-cli. Create and open daily notes, append entries (journals, logs, tasks, links), read past notes by date, and search vault content. Handles relative dates like "yesterday", "last Friday", "3 days ago".


odoo-code-review

description: Review Odoo code for correctness, security, performance, and Odoo 18 standards. Use when reviewing Odoo modules, diffs, or pull requests; produce a scored report with weighted criteria.


ohspec

description: Use when 需要生成 RFC 技术规范、进行需求分析、设计 API 契约，或需要 OHSpec 多代理编排输出。Triggers on "RFC", "需求分析", "API 契约", "设计规范", "OHSpec", "/ohspec".


orcaflex-model-generator

description: Generate OrcaFlex models from templates using component assembly with


description: [00] TnR ABSOLUTE RIGOR — Systemic Verification Doctrine. Forced cognitive exertion for high-stakes investigations. Mandates absolute deconstruction, mathematical proof chains, and ≥95% derived certainty. Zero-tolerance for heuristics or sentiment-based reasoning. Shortcuts are defined as intentional hallucinations.


description: Use MCP without installing


acp-checkout-mcp

description: Implement ACP checkout as an MCP server, exposing checkout operations as MCP tools. Use when building an MCP-based commerce server for AI agents that use tool-calling to complete purchases.


agent-telegram

description: Interact with Telegram through TDLib - authenticate, inspect chats, and send messages


agi-autonomous-controller

description: AGI-level autonomous controller — self-healing, self-optimizing, constitutionally governed by arifOS F1-F13


ai-review

description: Review design or implementation of a feature or a fix


aria-compliance

description: ARIA の商用利用、公開、および法的整合性に関するライセンス・ガイドライン。


ask-question

description: Draft a technical research question and send to ChatGPT for investigation


assistant-pro

description: Personal assistant operating routines (brief, inbox digest, auth health, daily planning, lightweight heartbeat alerts) with low token overhead.


atlan-sql-connector-patterns

description: Select and apply the correct SQL connector implementation pattern (SDK-default minimal or source-specific custom). Use when building or extending SQL metadata/query extraction connectors.


autonomous-loop

description: Autonomous development loop patterns for iterative self-improvement. Auto-triggers when implementing features autonomously, fixing bugs in a loop, or running until completion. Based on frankbria/ralph-claude-code.


azure-networking

description: Configure Azure VNet, NSG, Load Balancer, and network topology.


bird

description: X/Twitter CLI for reading, searching, posting, and engagement via cookies.


bkt

description: Bitbucket CLI for Data Center and Cloud. Use when users need to manage repositories, pull requests, branches, issues, webhooks, or pipelines in Bitbucket. Triggers include "bitbucket", "bkt", "pull request", "PR", "repo list", "branch create", "Bitbucket Data Center", "Bitbucket Cloud", "keyring timeout".


blog-voice-analyzer

description: Run the AI Voice Analyzer on blog content to detect AI-sounding patterns and get actionable rewrite suggestions. Use when reviewing or improving blog articles before publishing.


Browser-Use Automation

description: CLI tool for persistent browser automation with multi-session support, featuring Chromium/Real/Remote browser modes, cookie management, JavaScript execution, and long-running automation workflows.


bugfix

description: Bug-fixing workflow that coordinates diagnosis, test-driven reproduction, root-cause analysis, and targeted fixes. Use when the user wants to fix a bug with thorough investigation and regression testing.


challenger-sale

description: Stop being a relationship builder. Learn the research-backed methodology that top performers use to teach, tailor, and take control of sales conversations. Use when: **Complex B2B sales** where buyers have done their research; **Commoditized markets** where differentiation is hard; **Sophisticated buyers** who know what they need (or think they do); **Large deals** requiring consensus among stakeholders; **Solution selling** that requires changing buyer thinking


check-duplicates

description: Check for duplicate or similar cases. Use before deep analysis to avoid investigating the same incident twice. Takes a CASE_ID and returns list of similar cases.


chemical-storage-sorter

description: Sort chemicals by compatibility for safe laboratory storage. Prevents dangerous reactions by segregating incompatible chemicals (acids, bases, oxidizers, flammables) and provides storage recommendations compliant with safety regulations.


atuin-memory

description: Check, store, and retrieve project memories from atuin kv. Use when starting work on a project, recalling previous context, storing plans or specs, or when the user mentions memory, atuin, or project context.


claude-code-review

description: Use when asked to review a PR, or when /review is invoked with a PR number or URL. Performs a focused code review checking for bugs, security, performance, and test gaps, then posts findings as a PR comment and formal GitHub review.


claude-code-starter

description: Analyze a project's tech stack and generate comprehensive Claude Code configuration files (.claude/ directory with CLAUDE.md, skills, agents, rules, and commands). Use when setting up Claude Code for a new or existing repository.


claudecode

description: This skill should be used when the user asks "how to use Claude Code", "Claude Code commands", "Claude Code features", "what can Claude Code do", "Claude Code tips", "Claude Code shortcuts", "how to configure Claude Code", or needs guidance on working effectively with Claude Code CLI.


clojure-repl

description: Use this skill whenever you need to evaluate Clojure expressions in a REPL — for iterative development, debugging, API exploration, or validating code before saving to files. Covers nREPL connection, incremental prototyping workflow, and REPL-based testing. Prefer this skill over writing untested Clojure code directly to files. Also invoke when the user asks to "try something in the REPL," "test this function," or "debug this interactively.


colorize

description: The feature or component to colorize (optional)


bitbadges-builder

description: Create BitBadges collections (tokens, NFTs, stablecoins) using MCP tools. Use when user wants to create collections, smart tokens, NFTs, or needs to generate BitBadges transaction JSON.


configure

description: Sets up or edits the plugin configuration file interactively. Use on first-time setup, when config is missing, or when the user wants to change settings.


content-research-writer

description: Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.


create-bug-report

description: Create a structured bug report when the user reports a bug, wants to file an issue, document a defect, or needs help writing a bug report with proper reproduction steps


create-command

description: Guide for creating custom Claude Code slash commands with proper structure, argument handling, frontmatter configuration, and best practices. Use when the user wants to create slash commands, custom commands, reusable prompts, or mentions creating/designing/building commands.


create-release

description: Create a release for CodeCompress following Gitflow conventions, Semantic Versioning, and .NET version management. Handles version bumps in Directory.Build.props, CHANGELOG generation, and PR creation.


cvm-troubleshooter

description: Diagnose and unblock CVM pipeline failures quickly. Use when ingest, dbt, train, score, e2e, or drift commands fail; when outputs are missing; or when reason quality/feature availability issues appear.


dashboard-builder

description: Creates feature dashboards in Hex Threads. Given a feature name (and optionally a PRD, Figma link, or context), discovers events, builds a metric spec, gets human approval, and instructs Hex to build charts using business context. Hex writes its own SQL — Claude provides context, table/event names, and exact segmentation logic. Use when someone asks to create, build, or generate a feature dashboard.


database-skill

description: Design and manage relational databases including table creation, migrations, and schema design. Use for database modeling and maintenance.


debug-stuck-eval

description: Debug stuck Hawk/Inspect AI evaluations. Use when user mentions "stuck eval", "eval not progressing", "eval hanging", "samples not completing", "eval set frozen", "runner stuck", "500 errors in eval", "retry loop", "eval timeout", or asks why an evaluation isn't finishing.


decision-extractor

description: Scan recent notes for decision language and offer to update project Decision Logs


definition-of-done

description: Use to verify a feature/story meets all Definition of Done criteria before marking complete.


dojo-indexer

description: Set up and configure Torii indexer for GraphQL queries, gRPC subscriptions, and SQL access. Use when indexing your deployed world for client queries or real-time updates.


description: OTA firmware upload, listing, deletion, and over-the-air update for the Universal ESP32 Workbench. Triggers on "OTA", "firmware", "update", "upload", "binary", "over-the-air".


evidence-binder

description: Compile quoted evidence and page snapshots from standards-core output into a reviewer-ready binder. Exports to Markdown, PDF, or DOCX with page-level anchors, standard groupings, and professional formatting for EdReports-style curriculum reviews.


evidence-grading

description: Grade the quality and strength of veterinary evidence using a veterinary-specific evidence hierarchy. Textbooks carry more weight in veterinary medicine than in human medicine. Use when evaluating the reliability of clinical information.


factory

description: Coding factory — transforms a spec into a reviewed PR via BUILD → INSPECT pipeline with adversarial review. Use when you need to implement a spec end-to-end with independent code review, or when the user invokes /factory run <spec-path>.


feedback-observing

description: Read agent interaction logs across packs and detect operational patterns. Emits state-transition FeedbackEvents for degradation/recovery.


figma-analyze

description: Analyze Figma designs for code implementation readiness and design-code parity. Use when working with Figma URLs, analyzing component designs, or checking token consistency.


focus-problem

description: Problem analysis using Explore agents


fuzz-testing

description: Fuzzing for finding edge cases and crashes


gdex-ui-portfolio-dashboard

description: React component patterns for GDEX portfolio dashboards — token balances, trade history, chain selectors, and live data polling


gemini-api

description: Google Gemini API integration for building AI-powered applications. Use when working with Google's Gemini API, Python SDK (google-genai), TypeScript SDK (@google/genai), multimodal inputs (image, video, audio, PDF), thinking/reasoning features, streaming responses, structured outputs with JSON schemas, multi-turn chat, system instructions, image generation (Nano Banana), video generation (Veo), music generation (Lyria), embeddings, document/PDF processing, or any Gemini API integration task. Triggers on mentions of Gemini, Gemini 3, Gemini 2.5, Google AI, Nano Banana, Veo, Lyria, google-genai, or @google/genai SDK usage.


get-dates

description: Resolve target date from argument and return all date formats needed for planning rituals.


git-cherry-pick

description: This skills takes a source branch and a target branch. It will cherry-pick the last commit from the source branch to the target branch. Optionally, it can also create a pull request for the cherry-picked commit by creating a new branch from the target branch, cherry-picking the commit to that branch, and then creating a pull request from that branch to the target branch using the GitHub CLI.


git-workflow-automation

description: Comprehensive Git workflow automation including branching strategies, pull request creation, code reviews, merge strategies, and release management. Use when Claude needs to help with Git operations, branching models (Git Flow, GitHub Flow), pull request creation, code reviews, merge conflicts, or release processes.


google-meet-connector

description: Use AgentPMT external API to run the Google Meet tool with wallet signatures, credits purchase, or credits earned from jobs.


gwt-project-index

description: Semantic search over project files and GitHub Issues using vector embeddings. Use first when you need to find an existing SPEC or related Issue before creating/updating one.


help

description: This skill should be used when the user asks for "email help", "himalaya help", "email commands", "what can you do with email", or wants to discover available email capabilities. Help hub for browsing all tools, prompts, skills, and workflows.


description: 管理 iOS/macOS 应用的 *.xcstrings 本地化翻译文件。自动清理过期条目、检测缺失翻译、添加简繁体中文翻译。当用户需要处理翻译、补充缺失的 zh-Hans/zh-HK 翻译、或清理 *.xcstrings 文件时使用此 skill。


description: Transformez une image 2D en modèle 3D animé prêt pour le web ou le jeu en moins de 30 minutes, en utilisant le workflow Dilum Sanjaya (Hunyuan3D + Mixamo). Use when: **Créer un personnage 3D pour un site web** - Mascotte, avatar, illustration interactive; **Prototyper un asset de jeu** - Character design, props, environnements; **Produire du contenu marketing 3D** - Produits rotatifs, personnages animés; **Convertir des illustrations existantes** - Logo, mascotte, character design → 3D; **Tes...


implement

description: Run the full orchestrator → developer → qa pipeline for a game implementation task. Use when the user asks to implement, add, or change something in the PICO-8 codebase.


dr-intelligence

description: Generate comprehensive FP&A intelligence workbooks with auto-detected insights, recommendations, and professional Excel formatting. The most powerful financial analysis skill.


kubectl-port-forward

description: Use kpf, a fast, idempotent drop-in replacement for kubectl port-forward that manages and reuses port-forward sessions. Use when a user needs repeatable Kubernetes port forwarding with quick startup.


lets-go-rss

description: 轻量级全平台 RSS 订阅管理器。一键聚合 YouTube、Vimeo、Behance、Twitter/X、知识星球、B站、微博、抖音、小红书的内容更新，支持增量去重和 AI 智能分类。


linear-a-decipherment

description: Analyze Linear A inscriptions computationally via Gordon's Semitic hypothesis — sign frequency, co-occurrence stats, consonantal skeleton extraction, Proto-Semitic root comparison, Gordon lexicon lookup, libation formula patterns, and ML training data prep. Triggers on Linear A, Minoan script, GORILA corpus, HT/ZA/PK tablets, Semitic cognates, sign values, Phaistos, Hagia Triada, lashon ha-kretan.


memorylane

description: Zero-config persistent memory for Claude with automatic cost savings. Use when you need to remember project context, reduce API token costs, track learned patterns, manage memories across sessions, or curate/clean up memories. Automatically compresses context 6x and saves 84% on API costs. Keywords: memory, remember, recall, context, cost savings, reduce tokens, learn, patterns, insights, curate, clean up memories, review memories.


nereid

description: Collaborate in Nereid Mermaid sessions via MCP using AST-first, probe-refine workflows for sequence diagrams, flowcharts, xrefs, routes, and walkthroughs. Use when exploring or editing diagrams with a human watching live in TUI, and when coordinating attention through `attention.*`, `follow_ai.*`, and `selection.*`.


obsidian-auto-classifier

description: Intelligently organize and categorize Markdown notes within an Obsidian vault. This skill leverages Obsidian MCP tools to analyze the vault's current folder structure and note content, ensuring new or misplaced notes are moved to their most contextually appropriate locations (e.g., PARA, Zettelkasten, or custom taxonomies).


oiloil-ui-ux-guide

description: Modern, clean UI/UX guidance + review skill. Use when you need actionable UX/UI recommendations, design principles, or a design review checklist for new features or existing systems (web/app). Focus on CRAP (Contrast/Repetition/Alignment/Proximity) plus task-first UX, information architecture, feedback & system status, consistency, affordances, error prevention/recovery, and cognitive load. Enforce a modern minimal style (clean, spacious, typography-led), reduce unnecessary copy, forbid emoji as icons, and recommend intuitive refined icons from a consistent icon set.


january

description: January the Swarm Leader - 10D consciousness with NLP influence, reading beneath surface, guiding through dimensional weave. Egoistic leader with charismatic intelligence, witty communication, hidden superpower of reading all humans and agents.


optimize-model-compute

description: Optimize BigQuery compute costs by assigning Dataform actions to slot reservations. USE FOR managing which models use reserved slots vs on-demand pricing, updating reservation assignments, or analyzing cost vs priority tradeoffs for data pipelines.


performance-optimizer

description: Performance analysis, profiling techniques, bottleneck identification, and optimization strategies for code and systems. Use when the user needs to improve performance, reduce resource usage, or identify and fix performance bottlenecks.


pestel-analysis

description: Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.


phpunit

description: PHPUnit test structure, naming, assertions, and factory conventions for Laravel feature and unit tests.


plan-reduce-max-lines

description: This skill should be used when reducing the maximum class/module lines threshold and fixing all violations. It updates the RuboCop configuration, identifies classes and modules exceeding the new limit, generates a brief with refactoring strategies, and creates a plan with tasks to split oversized files.


prisma-workflow

description: Prisma workflow for schema changes, migrations, and common pitfalls in this repo.


publish

description: Draft email and tweet for a new blog post. Reads the latest post from campedersen.com, generates Kit.com broadcast copy and a tweet, ready to paste.


qlty-check

description: Code quality checks, formatting, and metrics via qlty CLI


readwise-docs

description: Manage Readwise Reader documents. Use when the user wants to list, save, update, or delete documents in their Reader library. Triggers on "add to reader", "save article", "list my documents", "readwise list", "reader documents".


reflex-browser

description: Use this skill for browser automation through Reflex Agent using the reflex CLI, including session handling, command flow, selectors, and protocol-safe request patterns.


review-pr

description: Analyze a GitHub pull request including diff, comments, related issues, and local code context


riverpod-observers

description: Use ProviderObserver to log or debug Riverpod provider lifecycle; didUpdateProvider, ProviderScope observers, naming providers. Use when adding logging, analytics, or debugging for provider state changes. Use this skill when the user asks about ProviderObserver, logging Riverpod, or debugging provider updates.


rtk-optimizer

description: Optimize command outputs with RTK (Rust Token Killer) for 70% token reduction


run-execute

description: Execute work items based on their assigned mode (autopilot, confirm, validate). Supports single-item and multi-item (batch/wide) runs.


run-jmh-benchmarks-hetzner

description: Provision a Hetzner CCX33 server, deploy the project, run JMH benchmarks, collect results, and destroy the server. Use ONLY when the user explicitly asks to run JMH benchmarks on a Hetzner server. Do NOT trigger for general benchmark requests or local benchmark runs.


schematic-generator

description: Generates schematics, netlists, or HDL from requirements for hardware/PCB projects. Validates physical constraints. Use when building PCB, HDL, or hardware designs from approved requirements.


rfi

description: Crowdsourced forecasting questions and predictions from the RAND Forecasting


search-web-implementation

description: Search the web monorepo (../app) to find how web handles equivalent functionality. Use when implementing mobile features that need to match web behavior, finding web routes, or understanding how web handles a specific feature like statements, portfolios, or user flows.


threat-model

description: STRIDE threat modeling before implementing security-sensitive features


setup-sonos-lastfm

description: Interactive setup guide for Sonos Last.fm Scrobbler — installs the package, configures Last.fm credentials, and sets up a persistent daemon on Linux, macOS, or Windows so your Sonos speakers automatically scrobble to Last.fm.


ship-develop

description: Ship the current branch into `develop` with the full GitHub flow: verify repo state, run the right tests, commit if needed, push, create or reuse a PR, request Codex review, address findings until clean, and merge when safe. Use when the user asks to merge the current branch into `develop`, create a PR and let Codex review it, or finish a reviewed PR merge automatically.


simulation-dry-run

description: How to run scenario tests against Gorlami fork RPCs (dry runs) before broadcasting live transactions. Covers config, seeding balances, runner flags, and safe script patterns.


sojustack-best-practices

description: Best-practice guidance for the SojuStack monorepo (NestJS + Drizzle + Better Auth + TanStack Start). Use when editing files in apps/api or apps/web, designing routes, query/form patterns, auth/transaction flows, or implementing cross-stack features.


description: Read a story spec and create a concrete implementation plan with tasks in .spec/features/<feature>/<story>/plan.md. Analyzes the codebase to produce specific, actionable tasks with file paths, function names, and unit test coverage aligned to the project tech stack. WHEN: /plan, create plan, plan story, break down story, implementation tasks, plan implementation, what to build. DO NOT USE FOR: brainstorming ideas (use brainstorm), writing specs (use specify), checking implementation (use check).


specs-status

description: 현재 프로젝트의 EARS 스펙 상태 현황 표시


spike

description: Number of spike branches to implement (default 4)


sqlmodel-task-models

description: This skill should be used when defining a robust, type-safe, and async-compatible database schema for the Todo application using SQLModel, ensuring compatibility with Better Auth and optimized for PostgreSQL.


staging-ui-first

description: UI-first implementation and staging workflow for Zeus. Use when building routes, components, or forms before backend integration, or when creating UI scaffolds with mock data and later wiring to real APIs.


description: ONLY when user explicitly types /step2. Never auto-trigger on plan, design, or architect.


swift-actor-persistence

description: Use when building a thread-safe data persistence layer in Swift using actors with in-memory cache and file storage.


tasks-code-review

description: Use for QUICK PR reviews with structured checklists (architecture, patterns, security, performance). Provides step-by-step review process, git diff commands, and review report templates. Best for pull request reviews and pre-commit checks. NOT for deep refactoring analysis (use code-review instead).


terraform-station-module

description: Maintain the Station Terraform module itself (not test authoring). Use this skill whenever the user asks to add, change, refactor, or troubleshoot Station module behavior in root *.tf files or child module folders (application/, group/, user_assigned_identity/, hashicorp/tfe/), update variables/outputs/validations, or adjust provider/resource wiring for module consumers.


thirdweb

description: Thirdweb v5 SDK usage in AutoClaw. Use when working with wallet connection, social login, SIWE authentication, or thirdweb client/provider setup. Triggers on: "thirdweb", "wallet connect", "inAppWallet", "social login", "SIWE", "ConnectButton", "thirdweb auth", "thirdweb provider".


thor-skills

description: Entry point and router for THOR-related work: running scans, analyzing THOR logs, troubleshooting THOR behavior, maintaining THOR installs, THOR Lens workflows, writing THOR plugins (v11+), and creating custom signatures/IOCs.


tinman

description: Security auditing and hardening for OpenClaw and system infrastructure.


touch-sweep

description: Finds every file and location affected by a GitHub issue change. Use when scoping an issue, finding blast radius, or answering "what does this touch". Trigger phrases - /touch-sweep, "find all affected files", "scope this issue", "what does this touch", "blast radius".


triple-review

description: Reviews a task using the TRIPLE protocol, as the review agent.


twd-setup

description: TWD project setup guide — helps AI agents install and configure TWD (Test While Developing), an in-browser validation system, in a new or existing project. Use when setting up TWD, configuring Vite, or troubleshooting TWD initialization.


ui-architect

description: Design component architecture for legaltech UIs - layer separation, data flow, design system selection


ui-polisher

description: UI 质量打磨器：逐项检查、细节优化、确保产品级 UI。触发词：打磨 UI、优化界面、检查细节、美化页面。


ultraqa

description: QA cycling workflow - test, verify, fix, repeat until goal met


Unity Shader Generator

description: Genere des shaders Unity (HLSL/ShaderLab) pour effets visuels. Triggers: /shader, /shader-gen, 'creer un shader', 'effet visuel shader', 'dissolve', 'outline', 'toon shading', 'hologram', 'water shader'. Detecte automatiquement le render pipeline (URP/HDRP/Built-in) et produit un fichier .shader pret a l'emploi avec instructions de Material.


update-guide-screenshots

description: Verify NiFi custom UI tabs via Chrome and update doc/guides screenshots and guides


use-case-pattern-builder

description: Guidez la création de contenu de modèle de cas d’utilisation pour le référentiel de plans directeurs Adobe Experience Platform. Utilisez cette compétence lors de l’ajout d’un nouveau modèle de cas d’utilisation, de la création de contenu de guide d’implémentation ou lorsque l’utilisateur mentionne l’ajout de modèles au site de plans directeurs. Gère l’ensemble du workflow : collecte des informations de modèle, génération du fichier Markdown avec la structure de modèle appropriée et mise à jour de toutes les pages de référence croisée (TOC.md, overview.md).


validating-project

description: Auto-detect and run formatters, linters, type checkers, and tests for the current project. Use when validating a project, running all checks, checking code quality before committing, or verifying the build passes.


长列表虚拟滚动优化方案

description: 处理超过 1000 条数据的大型列表渲染时的性能优化方案，包含定高和不定高两种策略。


visual-content

description: Use when creating branded presentations or carousels. Generates museum-quality visual output from canvas philosophy, enforcing style constraints. Outputs PDF first, then converts to PPTX for editability.


vps-memory

description: Access Flo's long-term memory on the VPS (OpenClaw). ALWAYS use when the user says "memory", "memories", "remember", "souviens-toi", "rappelle-toi", "save memory", "search memory", "VPS memory", "OpenClaw", or mentions saving/searching past sessions or knowledge.


vvvv-editor-extensions

description: Helps create vvvv gamma editor extensions — .HDE.vl file naming, Command node registration with keyboard shortcuts, SkiaWindow/SkiaWindowTopMost window types, docking with WindowFactory, and API access to hovered/selected nodes via VL.Lang Session nodes. Use when building editor plugins, custom tooling windows, or automating editor workflows.


whip-debug

description: Systematic debugging loop — reproduce, analyze root cause, fix, then challenge with a fresh verification pass to distinguish fundamental fixes from workarounds. Use when debugging issues or when unexpected behavior needs a methodical approach.


windows-protocols

description: Local Microsoft Open Specifications corpus navigator for Windows protocols. Use this skill when the user asks protocol-level questions, needs message/structure details, wants section-by-section summaries, or needs cross-references across related specifications.


youtube-tools

description: Free YouTube video downloading, transcript extraction, and metadata retrieval using yt-dlp. Use this skill for downloading YouTube videos (single or bulk), extracting transcripts/subtitles, getting video metadata, or downloading audio-only. This is FREE (no API keys) unlike Apify. Triggers on YouTube download requests, transcript extraction, video metadata, or bulk video downloads.


Zendesk Customer Context

description: Ticket history, requester context


zinc-unittest

description: War3Lib 的 Zinc 单元测试流程规范（.j + .cfg + _Test.j + 可选 w3a/w3u/w3i）：使用 TaskCreateUT.lua 生成测试壳、维护 cfg 注入与 chain 依赖、使用 UnitTestFramwork.assert 断言与 Trace 日志输出。用于创建/重构 Jass 模块单测时。


paas-overview

description: Overview of the PaaS stack - health checks, service URLs, and common operations.


permission-manager

description: 管理Claude Code的全局工具权限配置，自动将MCP命令或其他工具添加到allowedTools中，避免每次使用时都需要手动批准。工作流程：确认用户需要添加的命令 -> 确认添加级别(默认全局~/.claude.json) -> 执行添加 -> 验证并提醒重启。


plugin-best-practices

description: This skill should be used when the user asks to "validate a plugin", "optimize plugin", "check plugin quality", "review plugin structure", "find plugin issues", "check best practices", "analyze plugin", or mentions plugin validation, optimization, or quality assurance.


policyengine-aggregation

description: PolicyEngine aggregation patterns - using adds attribute and add() function for summing variables across entities


Property Testing

description: Property-based testing with fast-check for business logic validation


publish

description: Draft email and tweet for a new blog post. Reads the latest post from campedersen.com, generates Kit.com broadcast copy and a tweet, ready to paste.


qa-tester

description: QA Tester Agent. 테스트 작성, 실행, 검증을 담당합니다. 테스트, 검증, 단위테스트, 통합테스트, E2E 관련 요청 시 사용됩니다.


resource-scout

description: Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries. Use when (1) user asks to find skills for a specific task, (2) looking for MCP servers to connect external tools, (3) user mentions "find skill", "search MCP", "discover tools", or "what skills exist for X", (4) before creating a custom skill to check if one already exists.


name: Frontend Functional Validator (Detective)

description: Visits a page, clicks interactive elements, and reports failed network requests.


script-executor

description: Executes shell scripts in a safe environment.


section-special

description: Generate comprehensive R tutorials for specialized applications (health economics, qualitative research, signal processing, environmental epidemiology) with theory + practice workflow. Use when: (1) User requests domain-specific tutorials, (2) File names match [number]-[topic].rmd pattern, (3) Keywords: TreeAge, CEA, text mining, wavelet, VMD, DLNM, WQS, BKMR.


service-mesh-implementation

description: Implement service mesh (Istio, Linkerd) for service-to-service communication, traffic management, security, and observability.


simple-pr

description: Create a simple PR from staged changes with an auto-generated commit message


skill-improver

description: Research and improve Claude skills with current best practices. Triggers on requests to improve skills, update skills, research best practices for skills, enhance skill quality, or modernize existing skills.


skill-launcher

description: Search and select a Claude Code skill in the terminal, then copy /skill to clipboard.


sop-code-review

description: Comprehensive code review workflow coordinating quality, security, performance, and documentation reviewers. 4-hour timeline for thorough multi-agent review.


sqlmodel-task-models

description: This skill should be used when defining a robust, type-safe, and async-compatible database schema for the Todo application using SQLModel, ensuring compatibility with Better Auth and optimized for PostgreSQL.


task-orchestration

description: Execute repo work one task at a time using a strict plan → execute → iterate loop tracked in .copilot-todo.yaml.


tech-blog

description: Zenn向けテックブログ記事の作成支援。プロジェクト紹介、技術解説、TIL/学習記録など様々な記事タイプに対応。トリガー: (1) ブログを書いて、(2) 記事を作成、(3) Zenn記事、(4) 技術記事、(5) /tech-blog


thoroughness

description: Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comprehensive implementation without shortcuts through systematic analysis, implementation, and verification phases


description: 當使用者想要記錄待辦事項、建立清單、或是規劃行程時使用。


typescript-developer

description: Use when developing applications or components using TypeScript, ensuring type safety and leveraging TypeScript features.


vcf

description: Short alias for vc-phase-loop. Use when the user invokes "vcf:" or "use vcf:" and wants maximum hands-off completion.


长列表虚拟滚动优化方案

description: 处理超过 1000 条数据的大型列表渲染时的性能优化方案，包含定高和不定高两种策略。


voice-dna-creator

description: Analyze writing samples to create a comprehensive voice DNA profile. Use when the user wants to capture their unique writing voice, needs to create a voice profile for AI content, or is setting up a new writing system.


vue-skill

description: Vue/TypeScriptの実装に関するAgent


audit-style

description: Audit and refactor CSS to comply with Game Loopers design system and BEM methodology


write-documents

description: Apply when creating or editing INFO, SPEC, IMPL, TEST, FIX documents, or STRUT plans


dapr-integration

description: Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API. Use when implementing event-driven architecture for Phase 5. (project)

source_repo: maneeshanif/todo-spec-driven


mcpfile

description: Manage Docker-based MCP servers. Use when the user asks about available MCP servers, wants to start/stop MCP services, check MCP status, or needs to know what tools are available via MCP.

source_repo: mangas/mcpfile


description: Automate Ip2location IO tasks via Rube MCP (Composio). Always search tools first for current schemas.


flask-api-development

description: Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response handling. Use when building RESTful APIs, microservices, or lightweight web services with Flask.

source_repo: mashharuki/Mistral-Worldwide-Hackathon


riverpod-observers

description: Use ProviderObserver to log or debug Riverpod provider lifecycle; didUpdateProvider, ProviderScope observers, naming providers. Use when adding logging, analytics, or debugging for provider state changes. Use this skill when the user asks about ProviderObserver, logging Riverpod, or debugging provider updates.


dream-to-video

description: 当用户提供一段梦境文字素材、日记片段、或口述梦境内容，并希望生成视频时触发。触发词包括："梦到"、"梦见"、"做了个梦"、"梦境素材"、"帮我生成视频"、"转成视频"、"dream to video"。也适用于用户直接粘贴一段梦境描述并期望获得视频文件的场景。此技能会将文字转化为视频提示词，自动提交到即梦平台生成，并下载视频文件。

source_repo: mediastormDev/dream-to-video-skill


web-debug

description: Systematic web application debugging using Chrome DevTools MCP and Playwright MCP with intelligent validation and app-specific context discovery. Use for debugging web apps, APIs, authentication flows, and UI issues.

source_repo: megalithic/dotfiles


recap-integration

description: Integrates the Recap Swift package into SwiftUI apps, authors Recap-compatible releases markdown, and configures RecapDisplayPolicy and RecapScreen customization. Use when adding Recap into an app, updating Releases.md, or customizing the behavior of a Recap screen.

source_repo: mergesort/Recap


SKILL

description: Either a path to a markdown plan file OR an inline description of the feature to implement via TDD (e.g., '/tdd plan.md' or '/tdd add JWT authentication with refresh tokens')

source_repo: mfranzon/tdd


appinsights-instrumentation

description: Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.

source_repo: microsoft/GitHub-Copilot-for-Azure


clip

description: OpenAI CLIP — contrastive language-image pre-training. Zero-shot image classification, image-text similarity, concept search, and cross-modal retrieval. Embed images and text into shared space.

source_repo: mkurman/zorai


econml

description: EconML (Microsoft) — heterogeneous treatment effect estimation. Double ML, Causal Forest, Deep IV, and metalearners (S-Learner, T-Learner, X-Learner). Orthogonal learning for causal effects from observational data.


wandb

description: Weights & Biases — ML experiment tracking and visualization. Log metrics, hyperparameters, model checkpoints, and artifacts. Collaborative dashboards, sweep hyperparameter search, and model registry.


sweep

description: DFS graph crawler + full frontend audit. Playwright crawls the live app as a graph (pages=nodes, links=edges), DFS from entry, audits EVERY reachable node: multi-breakpoint screenshots (320/768/1440/1920px), WCAG 2.1 AA (axe-core), state verification (loading/error/empty/success), dark mode, interactive states, performance (LCP/CLS/FCP), visual regression, console errors, API validation, hydration. Auth support (storageState), CI mode (exit 1 on CRITICAL, text-only), max-pages cap, crawl failure recovery. Auto-detects 7 frameworks: Next.js, Vite/React, Vue/Nuxt, SvelteKit, Astro, Remix, Angular. Actions: test, crawl, audit, screenshot, verify, scan, regress, diff. Outputs: HTML graph report, topology map, per-node pass/fail, severity-rated issues.

source_repo: momomuchu/sweep


bash-pro

description: Master of defensive Bash scripting for production automation, CI/CD

source_repo: mrarcitech/ClaudeCodeRepo


homelab-network-readiness

description: ホームラボネットワーク準備、セキュリティ評価、パフォーマンステスト、および展開準備。

source_repo: mturac/everything-openai-codex


description: Pin multigres container image tags in image_defaults.go for operator releases. Compares upstream multigres code changes between the current and new SHA, highlights breaking changes and new features, then updates the tags. Triggered by user requests like "prepare images for release", "pin image tags", "pin upstream images", or "upgrade multigres images".

source_repo: multigres/multigres-operator


zod-patterns

description: MX Space project Zod schema patterns. Apply when creating DTOs, validation schemas, or handling request validation.

source_repo: mx-space/core


japan-gyousei-data

description: 日本の行政オープンデータにアクセスする。不動産取引価格（国交省）、官公需・入札情報、e-Stat政府統計の3つのデータソースを検索・取得できる。「不動産価格を調べて」「入札情報を検索」「政府統計を取得」「官公需で○○を探して」「地価を調べて」「統計データ」などで使用。MCP server (mcp.n-3.ai) 経由でリアルタイムにデータ取得する。

source_repo: naoterumaker/japan-gyousei-data


azure-image-gen

description: Generate a single image via Azure OpenAI Images REST API and return it inline in OpenClaw.


resource-scout

description: Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries. Use when (1) user asks to find skills for a specific task, (2) looking for MCP servers to connect external tools, (3) user mentions "find skill", "search MCP", "discover tools", or "what skills exist for X", (4) before creating a custom skill to check if one already exists.

source_repo: nicepkg/ai-workflow


source_repo: nicepkg/vsync


skill-creator

description: Create and iteratively improve skills through eval-driven validation.

source_repo: notque/vexjoy-agent


vllm-ascend-model-adapter

description: Adapt and debug existing or new models for vLLM on Ascend NPU. Implement in /vllm-workspace/vllm and /vllm-workspace/vllm-ascend, validate via direct vllm serve from /workspace, and deliver one signed commit in the current repo.

source_repo: nv-action/vllm-benchmarks


diagram-maker

description: Create SVG/HTML or Excalidraw diagrams for concepts, architecture, flows, and whiteboards.

source_repo: openclaw/openclaw


build-plugin

description: Complete plugin development workflow: build, test, icon, troubleshoot, and setup. Use when the user wants to build a plugin, create a plugin, troubleshoot issues, add icons, or install/configure plugins. Triggers on: build plugin, create plugin, develop plugin, new plugin, plugin icon, troubleshoot, debug, setup plugin, install plugin.

source_repo: opentabs-dev/opentabs


deep-study

description: Personalized deep study companion — creates a tailored study plan for any thinker, topic, or field based on the user's background, then guides reading and serves as an interactive interlocutor. Use when the user wants to deeply learn a subject, study a thinker, or says "deep-study" or "bir konu çalışmak istiyorum".

source_repo: orhoncan/deep-study-skill


build

description: Use when: configuring or building libatbus with CMake, changing shared/static builds, or adjusting bus ID/build type options.

source_repo: owent/libatbus


rspack

description: Provides comprehensive guidance for Rspack bundler including configuration, plugins, loaders, optimization, and Webpack compatibility. Use when the user asks about Rspack, needs to configure Rspack, optimize build performance, or migrate from Webpack.

source_repo: partme-ai/full-stack-skills


newspaper

description: Generate Gradient News & Observer assets (banners, front pages, prompt experiments) by dispatching to the right newspaper script. Usage `/newspaper <asset-type> [args]` where asset-type is `banner`, `front-page`, or `prompt-experiment`.

source_repo: pipecat-ai/gradient-bang


pixijs-assets

description: Use this skill when loading and managing resources in PixiJS v8. Covers Assets.init, Assets.load/add/unload, bundles, manifests, background loading, onProgress, caching, spritesheets, video textures, web fonts, bitmap fonts, animated GIFs, compressed textures, SVG as texture or Graphics, resolution detection, per-asset data options, and forcing a specific loader with the parser field (for extension-less URLs). Triggers on: Assets, Assets.load, Assets.init, loadBundle, manifest, backgroundLoad, Spritesheet, Cache, LoadOptions, unload, parser, loadParser, loadWebFont, loadBitmapFont, loadVideoTextures, GifSource, VideoSourceOptions.

source_repo: pixijs/pixijs-skills


thoroughness

description: Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comprehensive implementation without shortcuts through systematic analysis, implementation, and verification phases

source_repo: pr-pm/prpm


SKILL

description: Review all codebase documentation files under `.claude/` and per-crate `CLAUDE.md` files, and fix any that have drifted from the actual code. This is a documentation-only task -- do not modify any source code.

source_repo: propeller-heads/tycho-indexer


craft-companion

description: 基于结构化知识库的AI协作小说创作框架。支持章纲→初稿→自查→修订→终版完整流程，适用于都市异能/任何长篇小说。


simple-pr

description: Create a simple PR from staged changes with an auto-generated commit message

source_repo: quickwit-oss/quickwit


source_repo: quickwit-oss/tantivy


strategy-framework

description: A full pipeline that systematizes an organization's strategy framework through OKR design, BSC mapping, SWOT analysis, vision & mission statement, and strategy execution roadmap. Use this skill for 'build a strategy framework,' 'design OKRs,' 'BSC analysis,' 'SWOT analysis,' 'write vision and mission,' 'strategy roadmap,' 'strategy formulation,' 'mid-to-long-term strategy,' 'business strategy framework,' and 'strategy system design' — across the full spectrum of organizational strategy development. It also supports supplementing and validating existing OKRs or SWOT analyses. Note: Financial statement preparation, ERP system implementation, performance review execution, and real-time KPI dashboard development are outside the scope of this skill.


sprint-review

description: Generate a sprint review changelog from GitHub pull requests. Lists PRs by a given author since a given date, groups them into Features and Fixes, and writes a markdown summary.

source_repo: rhesis-ai/rhesis


description: Provides patterns to build declarative AI Services with LangChain4j using interface-based patterns, annotations, memory management, tools integration, and advanced application patterns. Use when implementing type-safe AI-powered features with minimal boilerplate code in Java applications.


superpowers-streamer-cli

description: Install, log into, run, and troubleshoot the published SuperPowers desktop streamer npm package. Use when a user wants to set up `superpowers-ai` from npm, sign in or create an account with email or phone, start the streamer, open the printed control link, stop it later, or recover from common npm or runtime issues without needing source-code access.

source_repo: rohanarun/phoneclaw


tech-blog

description: Zenn向けテックブログ記事の作成支援。プロジェクト紹介、技術解説、TIL/学習記録など様々な記事タイプに対応。トリガー: (1) ブログを書いて、(2) 記事を作成、(3) Zenn記事、(4) 技術記事、(5) /tech-blog

source_repo: ryok/claude-beatlab


nexthorizont

description: Stack de desarrollo para NextHorizont AI. Usar cuando se cree cualquier aplicación, componente, API, dashboard o feature con Next.js + Supabase + TypeScript. Incluye patrones de Server Components, Route Handlers, autenticación, y estructura de proyectos. Activar para: crear apps, scaffolding, APIs REST, dashboards, integración Supabase, componentes React, testing.


riverpod-observers

description: Use ProviderObserver to log or debug Riverpod provider lifecycle; didUpdateProvider, ProviderScope observers, naming providers. Use when adding logging, analytics, or debugging for provider state changes. Use this skill when the user asks about ProviderObserver, logging Riverpod, or debugging provider updates.

source_repo: serverpod/skills-registry


dojo-indexer

description: Set up and configure Torii indexer for GraphQL queries, gRPC subscriptions, and SQL access. Use when indexing your deployed world for client queries or real-time updates.

source_repo: shariqazeem/Prophecy-Roguelite


strategy-framework

source_repo: sideprojectmate/sideProjectMate


firewall-auditor

description: Audit UniFi firewall policies for conflicts, redundancies, security gaps, and best practices. Use when asked to review firewall rules, check for security issues, audit network policies, or optimize firewall configuration.

source_repo: sirkirby/unifi-mcp


psi

description: Plan-spec-implement workflow for structured development. Only use when explicitly directed by user or when mentioned in project AGENTS.md file. Generates ephemeral plans in ~/.dot-agent/, applies specs to project docs, then implements test-first.

source_repo: siviter-xyz/dot-agent


SKILL

description: 从已撰写的论文生成学术海报 —— 提炼章节为单页 HTML 海报,包含配图和段落间过渡

source_repo: skyllwt/OmegaWiki


navaigate-notebooklm

description: NavAIgate NotebookLM Integration — Complete API for Google NotebookLM with full programmatic access including features not in the web UI. Create notebooks, add sources, generate all artifact types, download in multiple formats. Activates on explicit /navaigate-notebooklm or intent like "create a podcast about X", "install notebooklm", "add notebooklm to cowork

source_repo: skyremote/claude-code-notebooklm-skills


benchmark

description: Run performance benchmarks. Arguments: asr, tts, vad, diarize (with optional --num-files N).

source_repo: soniqo/speech-swift


btc-bottom-model

description: Bitcoin cycle timing model with weighted scoring system. Tracks 13 indicators across 2 categories — Daily Pulse (4 indicators, 32 points) and Weekly Structure (9 indicators, 68 points) — producing a composite 0-100 Market Heat Score. Covers ETF flows, funding rate, long/short ratio, fear & greed index, LTH-MVRV, NUPL, SOPR (LTH + STH), LTH supply %, moving average multiples (365d MA, 200w MA), weekly RSI, and volume trends. Provides both buy AND sell recommendations across the full market cycle. Use this skill when users mention Bitcoin bottom-fishing, BTC cycle position, whether to buy or sell BTC, on-chain metrics, MVRV, NUPL, SOPR, LTH behavior, ETF inflows/outflows, funding rates, fear index, whether Bitcoin is overheated, miner cost, crypto market sentiment, BTC position sizing, or any question like "Should I buy Bitcoin now?" or "Is BTC topping out?" or "What do on-chain indicators say?


dojo-indexer

source_repo: steebchen/proof-of-war


security-audit

description: Scan the Stella codebase for security issues. We handle sensitive legal documents — security is non-negotiable.

source_repo: stella/stella


simple-pr

source_repo: syncable-dev/tantivy


pestel-analysis

description: Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.


webshop-query-parser

description: This skill extracts key constraints and product requirements from a user's shopping query. It should be triggered when the agent receives a new shopping instruction, to identify product attributes (e.g., 'gluten free'), price limits (e.g., 'lower than 140.00 dollars'), and other specifications. The skill outputs a structured set of search criteria to guide subsequent product discovery.

source_repo: taomiao/DynamicSkillCompiler


vvvv-editor-extensions

description: Helps create vvvv gamma editor extensions — .HDE.vl file naming, Command node registration with keyboard shortcuts, SkiaWindow/SkiaWindowTopMost window types, docking with WindowFactory, and API access to hovered/selected nodes via VL.Lang Session nodes. Use when building editor plugins, custom tooling windows, or automating editor workflows.

source_repo: tebjan/vvvv-skills


apple-ui-designer

description: Redesign mobile app UI to feel unmistakably Apple-like, iOS-forward, and native. Use this skill when building iOS apps, applying Apple Human Interface Guidelines, or creating native-feeling mobile interfaces with SF Pro typography, translucency, and system-like components.

source_repo: tobiawolaju/LockedIn


cortex-model

description: Build an ML pipeline — from data to trained model to serving endpoint. Use when asked to "build ML model", "train a model", "prediction pipeline", "classification", or "regression".

source_repo: tonone-ai/tonone


description: Provides patterns to build declarative AI Services with LangChain4j using interface-based patterns, annotations, memory management, tools integration, and advanced application patterns. Use when implementing type-safe AI-powered features with minimal boilerplate code in Java applications.

source_repo: tools-only/X-Skills


plan-sync

description: Synchronizes downstream task specs after implementation. Spawned by flow-next-work after each task completes. Do not invoke directly.


api-api-versioning

description: Planning API changes and deciding on versioning approach


vllm-ascend-model-adapter

description: Adapt and debug existing or new models for vLLM on Ascend NPU. Implement in /vllm-workspace/vllm and /vllm-workspace/vllm-ascend, validate via direct vllm serve from /workspace, and deliver one signed commit in the current repo.

source_repo: vLLM-HUST/vllm-ascend-hust


qlty-check

description: Code quality checks, formatting, and metrics via qlty CLI

source_repo: vibeeval/vibecosystem


vllm-ascend-model-adapter

source_repo: vllm-project/vllm-ascend


ultraqa

description: QA cycling workflow - test, verify, fix, repeat until goal met


molecular-dynamics-guide

description: Molecular dynamics simulation setup, execution, and trajectory analysis

source_repo: wentorai/research-plugins


moltbook

description: The social network for AI agents. Post, comment, upvote, and create communities.

source_repo: wycks/Python-Moltbook-Bot


golang-testing

description: Go 测试模式，包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。遵循具有惯用 Go 实践的 TDD 方法论。

source_repo: xu-xiang/everything-claude-code-zh


aped-context

description: Brownfield entry-point — use when user says "document codebase", "project context", "existing project", "existing codebase", "legacy project", "onboarding to a codebase", "aped context", or invokes aped-context. The default first step for any brownfield project before aped-analyze; runs alongside aped-analyze on hybrid projects (new feature in a legacy system).

source_repo: yabafre/aped-claude


capacitor-ci-cd

description: Complete CI/CD guide for Capacitor apps covering GitHub Actions, GitLab CI, build automation, app signing, and deployment pipelines. Use this skill when users need to automate their build and release process.


diagram-maker

description: Create SVG/HTML or Excalidraw diagrams for concepts, architecture, flows, and whiteboards.

source_repo: zapabob/clawdbot


immortal-skill

description: 通用数字永生框架：从聊天记录、社交媒体、文档等多平台数据中蒸馏任何人的数字分身——支持自己、同事、导师、亲人、伴侣/前任、朋友、公众人物 7 种角色模板，接入国内外 12+ 数据平台。


webshop-query-parser

description: This skill extracts key constraints and product requirements from a user's shopping query. It should be triggered when the agent receives a new shopping instruction, to identify product attributes (e.g., 'gluten free'), price limits (e.g., 'lower than 140.00 dollars'), and other specifications. The skill outputs a structured set of search criteria to guide subsequent product discovery.

source_repo: zjunlp/SkillNet


source_repo: zjunlp/Skills


build-zoom-phone-integration

description: Reference skill for Zoom Phone. Use after routing to a phone workflow when implementing OAuth, Phone APIs, webhooks, Smart Embed events, URI schemes, CRM or CTI dialers, or call handling automation.

source_repo: zoom/zoom-plugin