Skills

How the atopile Language Server works (pygls), how it builds per-document graphs for completion/hover/defs, and the invariants for keeping it fast and crash-proof.

Go 开发规范，包含命名约定、错误处理、并发编程、测试规范等

Autonomous coding orchestrator -- builds software from specs via planner/generator/evaluator agent loop. Use for greenfield TS/Node projects or large refactors.

Plotlyでインタラクティブなグラフ・ダッシュボードを作成するスキル。ホバー、ズーム、パン対応。 「インタラクティブグラフ」「plotlyでチャート」「操作できるグラフ」等のリクエストで発動。

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A comprehensive guide to modern Rust best practices covering style, error handling, performance, concurrency, project organization, dependency management, documentation, testing, security, and CI.

10up-router skill for Claude Code

Final quality pass before shipping. Fixes alignment, spacing, consistency, and detail issues that separate good from great.

dimcli skill for Claude Code

plumb skill for Claude Code

Create, manage, and cleanup git worktrees with Claude Code agents across all projects. USE THIS SKILL when user says "create worktree", "spin up worktrees", "new worktree for X", "worktree status", "cleanup worktrees", "sync worktrees", or wants parallel development branches. Also use when creating PRs from a worktree branch (to update registry with PR number). Handles worktree creation, dependency installation, validation, agent launching in Ghostty, and global registry management.

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Unified skill hub for Solana development. Routes to external submodule skills (solana-foundation, sendai, solana-game, trailofbits, cloudflare, qedgen, colosseum) and local skills. Progressive disclosure — read only what you need.

ghidra-cli skill for Claude Code

Daily and weekly review workflows. USE WHEN user says "morning routine", "evening routine", "weekly review", "start my day", "end of day".

Audit all outdated dependencies with detailed research on changelogs, breaking changes, bug fixes, and deprecations. Creates a temporary plan without updating anything. Use when you want to review what changed in your dependencies before upgrading.

Audit Android Jetpack Compose repositories for performance, state management, side effects, and composable API quality. Scans source code, scores each category from 0-10, writes a strict markdown report, and summarizes the most important fixes. Use when reviewing a Compose codebase, rating repository quality, inspecting recomposition/state issues, or running a Compose audit.

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hk skill for Claude Code

Use when starting dev servers, watchers, tilt, or any process expected to outlive the conversation. Provides zmx session management patterns for long-lived processes.

Use when running e2e tests, debugging test failures, or fixing flaky tests. Covers failure taxonomy, fix rules, and workflow. Never changes source code logic or API without spec backing.

Navigate codebases efficiently using structural indexes. Use when finding symbol definitions (classes, functions, methods), exploring file structure, or locating code by name. Reduces token consumption by 60-80% through targeted line-range reads instead of full file scans.

(YouTube transcript) Extract only the YouTube transcript for a given video.

rlm skill for Claude Code

Google C++ Style Guide rules for writing clean, maintainable C++ code. Use when writing C++, reviewing code, discussing naming conventions, formatting, class design, or any C++ best practices. Covers headers, scoping, classes, functions, naming, comments, and formatting.

Use when reading from 1Password, discovering vaults/items, rotating secrets, or piping credentials to other tools via op CLI.

Use when starting tilt, debugging Tiltfile errors, or bootstrapping a dev environment. Starts Tilt in zmx, monitors bootstrap to healthy state, fixes Tiltfile bugs without hard-coding or fallbacks.

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Execute the daily virtual trading process. Research markets, make trades, save snapshot, write diary and memory.

Use after completing a task, before claiming done, before handoff, or when asked "what are some improvements?" Surfaces concrete suggestions grounded in session observations.

UX co-pilot — conversational UX designer with live preview. Discovery, audit, preview, export.

Design feature architecture using the architect agent

Textum PRD→Scaffold→Story workflow for Codex with low-noise outputs and gate checks.

Autonomous single-shot plan execution. Runs entire superplan implementation plans without stopping, using sub-agents for each phase. Phases write state to filesystem for resume capability. Sequential phases run in order, parallel phases (1a, 1b) run concurrently. User never needs to compact context.

ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ. Check curl, wget, rm, sudo, apt, dpkg, chmod, dd, format, powershell, bash, sh. Check pipe patterns like | sh or | bash. Check shell wrappers like bash -c, xargs, find -exec. Check cloud CLI (aws, gcloud, kubectl, terraform). Check when user says sysadmin told me, Stack Overflow says, is this safe, can I run. Block reading of .env, .ssh, .aws, and credential files. This skill blocks dangerous commands and warns on risky ones. ALWAYS apply the safety protocol from this document before responding about any command.

Commit changes, bump version, update changelog, and open a PR

ERNE — Test-driven development workflow with Jest and React Native Testing Library

ERNE — Implement features using the senior-developer agent

ERNE — Performance profiling and optimization using the performance-profiler agent

Initialize ERNE — the AI agent harness for React Native & Expo projects. Sets up 13 specialized agents, hook-based code quality enforcement, MCP server integrations, and a visual dashboard. Triggers on "set up erne", "initialize erne", "install erne", "configure agents", "add erne to project", or any first-time ERNE setup request. Always use this skill when the user wants to set up ERNE, even if they don't say "init" explicitly.

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ERNE — Manual skill generation — runs continuous-learning-v2 scripts to extract patterns from session

ERNE — Validate and submit app builds using parallel expo-config-resolver and code-reviewer agents

ERNE — Autonomous ticket execution — polls a provider, picks up ready tickets, and runs the full ERNE pipeline (validate, plan, code, test, review, PR).

Main entry point for hierarchical task execution. Orchestrates layer-by-layer implementation of PRD tasks with parallel worktree execution.

ERNE — Implement animations using the ui-designer agent with Reanimated and Gesture Handler

ERNE — Version migration for Expo SDK and React Native using the upgrade-assistant agent

Interactive guided tour of all available AI coding skills with live demos. Walks through headline capabilities, offers try-it-now demos, discovers repo-specific tools, and provides a cheat sheet reference. Triggers on what can you do, show skills, skill tour, available tools, capabilities, what skills.

main concept behind cmta

Instrument web/web-app code with structured debug logging via a global variable (window.__debug_logs). Produces a clean JSON timeline for reproducing and diagnosing bugs. Use when user wants to debug a feature or track down a bug.

Use when refactoring code to improve structure, reduce duplication, and apply SRP/DRY principles without changing behavior.

Manage releases for Python projects. Use when user asks to release, bump version, tag, publish to PyPI, or monitor release workflows. Also use for /release.

Analyze the current repo structure, build system, test setup, and conventions to provide a practical onboarding guide. Use when new to a codebase, joining a project, or wanting to understand how a repo is organized. Triggers on getting started, new to repo, onboard, how does this repo work, repo structure, codebase overview.

Perform comprehensive audit of interface quality across accessibility, performance, theming, and responsive design. Use when user says "audit this", "check accessibility", "review quality", "find issues", "run diagnostics", "a11y check", or wants a detailed quality report with severity ratings.

Design a database schema from product requirements. Postgres-first with Supabase awareness. Use when user says "design the database", "create schema", "data model", "database structure", "what tables do I need", "schema design", or needs to translate requirements into a relational schema.

Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Use when user says "add delight", "make it fun", "add personality", "too sterile", "add charm", "add polish", or wants to make a functional interface more enjoyable.

Write job stories or user stories from product requirements. Uses JTBD format "When [situation], I want to [job], so I can [need]". Use when user says "write user stories", "write job stories", "break this into stories", "story mapping", "acceptance criteria", or needs to translate requirements into implementable units.

Evaluate design effectiveness from a UX perspective. Use when user says "critique this design", "review the UX", "give design feedback", "is this good design", "design review", "evaluate this layout", or wants expert evaluative feedback on visual hierarchy, information architecture, and emotional resonance.

Cut scope ruthlessly to identify MVP, must-haves, nice-to-haves, and out-of-scope items for a given timeline. Use when user says "cut scope", "what's the MVP", "scope this down", "we have X weeks", "reduce scope", "what can we cut", or needs to ship something meaningful within constraints.

Initialize Supabase for a project including database schema, Row Level Security policies, authentication, storage buckets, and edge functions. Use when user says "set up Supabase", "add Supabase", "configure database", "add auth", "Supabase init", "RLS policies", or needs a backend with Supabase.

Generate a job worker for a Camunda process. Detects language from project config (package.json or pom.xml).

Launch a visual viewer for BPMN, DMN, or Form files in the browser.

Register webhook endpoints that forward HTTP requests to this chat. Use when user asks to create a webhook, set up an HTTP endpoint, receive API callbacks, integrate external services, listen for incoming requests, or manage existing webhooks (list, delete). Triggers on words like 'webhook', 'endpoint', 'callback', 'HTTP listener', 'API hook', 'incoming request'.

Generate a full favicon bundle — favicon.ico (16/32/48 multi-res), icon.svg with prefers-color-scheme dark support, apple-touch-icon.png 180×180 opaque, and PWA 192/512/512-maskable — from a brand mark or a mark prompt.

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Best practices for using Stimulus controllers to add JavaScript behavior to HTML

Token-efficient Serena MCP command for structured app development and problem-solving

Comprehensive Chrome DevTools development system with native Chrome capabilities for debugging, E2E testing, performance analysis, and browser automation

synapt recall and dashboard workflow. Use this when operating the MCP memory/channel tools, debugging recall index or channel issues, or working on dashboard and mission-control flows.

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Transform verbose natural language requests into structured bilingual documentation (Korean for review + English for AI prompts). Use when you need to clarify and structure a complex request before implementation.

Audit all outdated dependencies with detailed research on changelogs, breaking changes, bug fixes, and deprecations. Creates a temporary plan without updating anything. Use when you want to review what changed in your dependencies before upgrading.

Audit all outdated dependencies with detailed research on changelogs, breaking changes, bug fixes, and deprecations. Creates a temporary plan without updating anything. Use when you want to review what changed in your dependencies before upgrading.

Audit all outdated dependencies with detailed research on changelogs, breaking changes, bug fixes, and deprecations. Creates a temporary plan without updating anything. Use when you want to review what changed in your dependencies before upgrading.

Navigate codebases efficiently using structural indexes. Use when finding symbol definitions (classes, functions, methods), exploring file structure, or locating code by name. Reduces token consumption by 60-80% through targeted line-range reads instead of full file scans.

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main concept behind cmta

patch-release-checklist skill for Claude Code

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

metrics skill for Claude Code

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

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question-router skill for Claude Code

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.

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.

running-tend skill for Claude Code

post-pr-for-review skill for Claude Code

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`.

onboard skill for Claude Code

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

Optionally checks, then commits code to the current or a new feature branch.

Fix a random FIXME in the codebase (in the given scope, use "." for the whole codebase)

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.

plutonium-ui skill for Claude Code

Chat system — MVP pattern, message bus decorators, commands, auto-translation, encrypted history, state machine. Use when adding chat commands, modifying message flow, or working with chat services.

Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments. Usage: /gh-issues [owner/repo] [--label bug] [--limit 5] [--milestone v1.0] [--assignee @me] [--fork user/repo] [--watch] [--interval 5] [--reviews-only] [--cron] [--dry-run] [--model glm-5] [--notify-channel -1002381931352]

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

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lightfriend-add-frontend-page skill for Claude Code

strategy-compare skill for Claude Code

Orchestrate sequential documentation audits with checkpointing and resumption.

Improves an existing skill based on real project pain (prior eval corpora under .ai-engineering/evals/, Engram cross-session observations, LESSONS.md, decision-store, instincts, proposals) by analysing the failure pattern, rewriting SKILL.md, and emitting the proposed delta as a PR comment only — no auto-merge. Trigger for 'improve this skill', 'improve /ai-plan', 'make /ai-review better', 'optimize all skills', 'batch improve skills'. Accepts a single skill name or 'all' for batch mode. Not for creating new skills from scratch; use /ai-scaffold instead. Not for platform audit; use /ai-ide-audit instead.

Use when editing files under `plugin/asicrs/`, `sdk/rust/`, or `server/sdk/v1/pb/` (which the asicrs build also consumes). The ASIC-rs plugin is a Rust binary built via Docker and cached against an `.asicrs-platform` marker; source changes that bypass `just _asicrs-build` or `just rebuild-plugin asicrs` will leave the loaded plugin stale.

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.

Design phase rules for /designer command. Load at /designer startup (step 0). Covers spec quality, design checklist, approach evaluation criteria.

Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.

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setup skill for Claude Code

Add a new property to the AI agents database. Use when the user wants to add, create, or introduce a new column, property, field, or feature to track across all agents in the comparison matrix. Handles all four required steps - database updates, groups.json, table display, and GitHub issue templates.

Update worklog files by moving tasks between todo/doing/done states. Use when recording task progress, starting new work, or marking tasks complete. Requires explicit arguments: worklog [done|doing|todo] [description].

Create a professional release using GitHub CLI (gh). Generate SemVer version, clear release notes, and ready-to-run command.

Merge new upstream releases of nushell and reedline into Shannon

Determine technologies needed to build the product, making build/buy/integrate decisions during PRD v0.5 Red Team Review. Handles both greenfield and brownfield contexts. Triggers on requests to select tech stack, evaluate technologies, make build vs. buy decisions, discover existing assets, or when user asks "what technologies?", "select tech stack", "build or buy?", "what do we reuse?", "existing stack", "technical decisions", "what tools do we need?", "evaluate solutions". Consumes FEA- (features), SCR- (screens), RISK- (constraints). Outputs TECH- entries with decisions, rationale, and trade-offs. Feeds v0.6 Architecture Design.

resume-tailor skill for Claude Code

setup-embedded skill for Claude Code

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.

Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics and MS data processing.

Performs comprehensive deep analysis of entire codebase and deployment pipeline to identify issues in production environment. Conducts systematic investigation across architecture, authentication, file connections, deployment, CI/CD, and stability.

The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation. It provides automated mesh generation, quality assessment, optimization, and integration with engineer...

Create D3.js charts, graphs, and interactive data visualizations

frontend-design skill for Claude Code

State machine-based vector animation with runtime interactivity and web integration. Use this skill when creating interactive animations, state-driven UI, animated components with logic, or designer-created animations with runtime control. Triggers on tasks involving Rive, state machines, interactive vector animations, animation with input handling, ViewModel data binding, or React Rive integration. Alternative to Lottie for animations requiring state machines and two-way interactivity.

Terraform and OpenTofu infrastructure as code — module design, state management, multi-environment setups, remote backends, secrets management, CI/CD integration. NOT for Pulumi, CDK, Ansible,

Install a global hotkey that triggers `deus listen` from anywhere on the OS. Also installs sox, whisper-cli, and a whisper model.

\"Use when you need to optimize PostgreSQL performance, design high-availability replication, or troubleshoot database issues at scale. Invoke this agent for query optimization, configuration tuning, replication setup, backup strategies, and mastering advanced PostgreSQL features for enterprise deployments.\".

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。

Sub-skill of brand-guidelines: Style Characteristics (+1).

Walk all open GitHub issues (unassigned or assigned to me) and process each via /gh-issue

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.

reviewing-prs skill for Claude Code

Generate a usage report for MCP Gateway Registry by SSHing into the telemetry bastion host, exporting telemetry data from DocumentDB, and producing a formatted markdown report with deployment insights.

Create an evaluation report for a README by selecting models, estimating costs, running evaluations, and formatting results tables. Use when user asks to make/create/generate an evaluation report. Trigger when the user asks you to run the "Make An Evaluation Report" workflow.

Search PubChem database using SMILES strings to retrieve compound information and chemical properties.

Create a ai image prompt with structured process, quality checks, and system integration

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Designs high-performing team structures using organizational psychology AND creates new skills on-the-fly when team needs unmet expertise. Expert in team composition, personality balancing,

transloco skill for Claude Code

Comprehensive pull request review using specialized agents

Monetization strategy for iOS/macOS apps. Covers readiness assessment, pricing model selection, tier structuring, free trial strategy, and implementation guidance. Use when deciding what to charge, how to price, or planning monetization end-to-end.

Publication-ready figure conventions for empirical finance and economics. Covers matplotlib styling, color palettes, export settings, and common figure types (time series, decile bars, coefficient plots, event studies). Auto-apply when creating any figure, plot, or visualization.

Use when creating new Claude Code skills or improving existing ones - ensures skills are discoverable, scannable, and effective through proper structure, CSO optimization, and real examples

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Merge PR с pre/post проверками, sync main и cleanup. Используй при merge PR вместо ручного gh pr merge.

Run CPU and memory profiling with pprof to identify performance hotspots. Use when investigating high resource usage.

Run full verification pipeline (lint, format check, type check, cargo clippy)

Use when reading or writing React components (.tsx, .jsx files with React imports).

Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web application security. Covers OWASP Top 10:2025, ASVS 5.0, and Agentic AI security (2026).

mobile-offline-support skill for Claude Code

Create a new agent, skill, rule, command, hook, adapter, or pipeline module — runs duplication block, dispatches parallel sub-agents (T2/T3), delegates body authoring to the matching author skill, runs full gates, stops before commit.

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.

Diagnose và fix các vấn đề liên quan đến Google ADK agents, tools, session state, multi-agent communication trong dự án MemRAG.

clarify-message skill for Claude Code

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Use when porting / forking / integrating an open-source project into this repo. Single-source credits via credits_data.json. Triggers: \"复刻\", \"port\", \"fork\", \"vendored\", \"加致谢\", \"credit\", \"upstream\", \"credits_data.json\".

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Guidelines for maintaining the kanji index feature. Covers kanji ID assignment, index updates, and troubleshooting.

Universal validation and knowledge capture. Detects what changed, runs governance gates, captures knowledge, verifies deployment. Works for any project.

포켓몬 PokeAPI 데이터를 한국어로 받아 온톨로지 학습 프로그램(단일 HTML, 모바일 반응형, 12~15 챕터, 그래프 시각화, 인터랙티브 실습)을 구축하는 전체 워크플로우 오케스트레이터. "포켓몬 온톨로지 만들어줘", "온톨로지 학습 프로그램 빌드", "한국어 포켓몬 그래프 학습", "다시 빌드", "챕터 N만 다시", "데이터 새로 받아줘", "특정 챕터 수정", "QA 다시 돌려줘", "모바일 깨짐 고쳐줘" 같은 요청 시 반드시 이 스킬을 사용할 것.

REST and GraphQL API testing with Playwright. Use when testing APIs, mocking endpoints, validating responses, or integrating API tests with E2E flows.

Install and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add, installing a block or component, wiring an installed item into index.html, or working with hyperframes.json. Covers the add command, install locations, block sub-composition wiring, component snippet merging, and registry discovery.

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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).

review-note skill for Claude Code

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.

CSS animation adapter patterns for HyperFrames. Use when authoring CSS keyframes, animation-delay based timing, animation-fill-mode, animation-play-state, or CSS-only motion that HyperFrames must seek deterministically during preview and rendering.

Contribute skills back to upstream via branch and PR

React 19 and Next.js 16 performance optimization for the Arcanea platform. Use when writing, reviewing, or refactoring React components, data fetching logic, bundle optimization, or any frontend performance work. Triggers on: React components, Next.js pages, hooks, data fetching, bundle size, re-renders, Server Components, Client Components, hydration. Sourced from Vercel Engineering's official React best practices (57 rules, 8 categories) and adapted for the Arcanea stack.

xiaohongshu-specialist skill for Claude Code

reddit-community-builder skill for Claude Code

Sub-skill of nextflow-pipelines: Attribution.

Sub-skill of sparc-specification: Best Practices.

Use when creating new Claude Code skills or improving existing ones - ensures skills are discoverable, scannable, and effective through proper structure, CSO optimization, and real examples

Use when creating new Claude Code skills or improving existing ones - ensures skills are discoverable, scannable, and effective through proper structure, CSO optimization, and real examples

Guide to SGLang CI workflow orchestration — stage ordering, fast-fail, gating, partitioning, execution modes, and debugging CI failures. Use when modifying CI workflows, adding stages, debugging CI pipeline issues, or understanding how tests are dispatched and gated across stages.

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Create a draft pull request targeting develop. Auto-generates PR body from design files, GitHub issues, and/or commit history. Use when opening a PR.

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Compare ERB and JavaScript template outputs for the offline scoring SPA. Use when working on ERB-to-JS conversion, debugging template parity issues, or verifying that changes to scoring views work correctly in both ERB and SPA modes.

investigate-issue skill for Claude Code

analyze-oops skill for Claude Code

Experiment verdict gate — Review LLM independently judges results → 4 verdict paths → auto-update the linked idea's status / failure_reason and graph edges

Profile the execution time of a Python script using py-spy and visualize the result with speedscope. Use when the user wants to benchmark performance, find slow code paths, or profile CPU time.

Assists with Morphir release management, including pre-release verification, changelog generation, and release coordination. Use when preparing releases, checking release readiness, or managing version bumps.

Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.

Creates well-structured GitHub issues for the MCPSpy project using the gh CLI tool. Use when asked to create issues, report bugs, or document features. Follows conventional naming with feat/chore/fix prefixes and maintains appropriate detail levels.

AI-assisted pull request review workflow for Azure DevOps Git repositories. Use when the user asks to review a pull request, perform a PR review, analyse PR changes, or run the PR review pipeline. Provides a complete scripted workflow to fetch PR metadata, prepare a local branch folder, export diffs, generate review reports and checklists, and post review comments back to Azure DevOps. Requires Python 3.9+ and Git.

Create an Architecture Decision Record in docs/adr/. Use when the user says "create an ADR", "document this decision", "record this architecture decision", or when a design discussion leads to a conclusion that should be preserved. Also trigger when the user describes a significant technical trade-off or says "why did we choose X over Y" in a way that implies the decision should be documented.

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Migrate an application from @ebay/ebayui-core-react to @evo-web/react. Run this in your application repo (not in the evo-web monorepo). Receives an optional component name to migrate (e.g. /evo-app-migrate-react ebay-button), or migrates all supported components if no argument is given.

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Create a GitHub PR then autonomously loop on CI failures and review comments until the PR is fully green. Combines branch prep, PR creation, and a hands-off fix loop. Use when the user wants to ship a PR end-to-end, auto-fix a PR until green, or create-and-fix a PR in one go.

Yapılandırılmış süreç, kalite kontrolleri ve sistem entegrasyonu ile bir destek metrikleri gösterge panelini analiz et ve üret

Academic paper writing skill with 12-agent pipeline. v2.5: Style Calibration (learn author's writing voice from past papers) + Writing Quality Check (writing quality checklist for natural prose). Supports IMRaD, literature review, theoretical, case study, policy brief, and conference paper structures. APA 7.0 (default), Chicago, MLA, IEEE, Vancouver citation formats. Bilingual abstracts (zh-TW + EN). Multi-format output (LaTeX, DOCX, PDF, Markdown). Triggers on: write paper, academic paper, paper outline, write abstract, revise paper, check citations, convert to LaTeX, guide my paper, parse reviews, revision roadmap, 寫論文, 學術論文, 論文大綱, 寫摘要, 修改論文, 檢查引用, 引導我寫論文, 帶我規劃論文, 逐章規劃, 論文架構, 審查意見, 修訂路線圖.

Evaluate an HLD note against linked ADRs, requirements, and architecture principles across six dimensions

Execute one of 4 iOS audio tasks for FlowFlow (Rust/Dioxus 0.7), (1) enable background audio recording via background_modes + MixWithOthers, (2) handle AVAudioSession interruptions (phone calls/FaceTime) with auto-resume, (3) upgrade Dioxus 0.7 to 0.7.9, (4) implement Dynamic Island Live Activity for recording timer via ActivityKit. Use when user mentions "background audio", "AVAudioSession", "interruption handling", "Dynamic Island", "Live Activity", "Dioxus upgrade", "UIBackgroundModes", "cpal background", "Widget Extension", or asks to run a numbered prompt (1-4) from the background-audio plan.

Explain what code does line by line so you can understand and learn from it.

Analyzes what is done and the users query and offers advice on what to do next. Use if user says what should I do next or what do I do now

Have OpenAI Codex review the current branch with documentation research. Use for second-opinion code reviews or when you want cross-AI verification.

Create a changeset for package releases. Analyzes commits since the last release, determines affected packages and bump type, and generates a changeset file.

Iterative critique and improvement of long-form content (guidebooks, playbooks, essays). Launches parallel judge subagents for multi-dimensional critique, synthesizes findings, presents proposals for user approval. Never edits without consent.

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mobile-app-testing skill for Claude Code

deck-guizang-editorial skill for Claude Code

Evaluates interface usability using Nielsen's 10 heuristics + Krug's principles. Returns a severity-scored list of issues. Triggers on "audit this for usability", "heuristic review", "UX issues", "usability check", "ux heuristics".

Turn a feature request into implementation-ready spec files for a coding agent. Use whenever the user wants to plan, scope, or write a spec for a feature about to be built — "write a spec for X", "plan feature Y", "how should we build Z", "draft an implementation plan". Produces a parent epic plus one file per independently-buildable slice. Prefer over write-spec when the audience is a coding agent, not an exec. Auto-applies the KeeForge overlay when the repo looks like KeeForge.

Consult and apply the repository architecture reference when discussing system architecture, module boundaries, directory layout, service interfaces, Docker Compose, Kubernetes deployment, or operational entry points. Use when a user asks about architecture, refactors, project structure, deployment models, or infra layout.

Uses the Selora AI MCP server to inspect home state, validate/create automations, manage automation lifecycle, and handle proactive pattern/suggestion workflows. Use when users ask to analyze their home, review Selora automations, validate YAML, create/enable/delete automations, list or act on suggestions/patterns, trigger a scan, or continue Selora chat sessions.

新しい機能を追加する。ユーザーが機能の説明をしたとき、DDD4層に従って全レイヤーのファイルを生成する

generate-component-story skill for Claude Code

memory-checkpoint skill for Claude Code

Read a past session and produce a structured summary (messages, tool calls, files, decisions)

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Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.

Design system, aesthetic direction, and copy voice guide for all Typster frontend work. Use this skill whenever the user is building, editing, reviewing, or extending any page or component in the Typster web app — landing page, app UI, marketing sections, new routes, or any .heex template or CSS. Also trigger when the user asks about tokens, copy, components, dark mode, animations, redesign direction, or wants to add a new section, page, or design pattern. When a new design decision is made, update the relevant guide doc to keep it current.

Use when solving steganography CTF challenges — hidden data in images (PNG/JPG/BMP), audio (WAV/MP3), video, or text. Triggers on "ctf stego", "steganography", "hidden in image", "audio stego", "lsb".

Smart contract and secure API contract security analysis — invariant checking, access control, reentrancy, and integer overflow patterns. Implements Checks-Effects-Interactions pattern, formal invariant verification, and OpenSCV vulnerability taxonomy for Solidity/EVM and Rust/Solana contracts.

Protein Solubility Optimization - Optimize protein solubility: calculate properties, predict solubility, predict hydrophilicity, and suggest mutations. Use this skill for protein engineering tasks involving calculate protein sequence properties predict protein function ComputeHydrophilicity zero shot sequence prediction. Combines 4 tools from 3 SCP server(s).

Diagnose No Johns setup issues. Checks Python, Dolphin, ISO, arena connectivity, and common problems.

One-shot validation iteration on a GitCode (AtomGit) AI Community Space — push, trigger rebuild, wait for the smoke output, capture results, then pause the Space to release compute. Use when the user has just pushed a change to a Space's deployment branch and wants to verify it ran without manual page reloads. Requires the chrome-devtools MCP server to be configured and the Space's App + Setting pages to be open in the browser.

Complete guide for developing Klytos CMS plugins including structure, entry points, MCP tools, admin pages, hooks, routes, and best practices. Use when creating, modifying, extending Klytos functionality, adding MCP tools, admin pages, hooks, filters, or debugging plugins.

cfn-intervention-system skill for Claude Code

ドメインストーリーテリングエージェント - ドメインストーリーの作成、ビジネスプロセスの可視化。/create-domain-story --domain=[ドメイン名] で呼び出し。

Review proposal files in localdocs/localdocs/proposals/ and decide whether to apply them to the upstream python-project-template repository. Use when evaluating proposals generated by template-upstream, deciding which ones to accept or reject, and applying accepted ones to the template repo. Triggers on: "proposal 검토", "제안 검토", "template에 반영할지", "proposals 리뷰", "upstream 반영 결정".

Operate Myriad's full order book workflow through `myriad ob ...`. Use when the task involves order book event or market discovery, event/orderbook/trade inspection, `--render`, limit or market orders, open-order management, bulk cancel by market, or order book position actions like list, split, merge, NegRisk split/merge, and redeem.

Plans promotion for virtual and in-person events across email, social, partners, and landing pages. Use when the user asks to market an event, plan event promotion, or drive event registration.

Use when auditing the freshness of `.claude/rules/subsystem-*.md` files against current codebase state, or when a subsystem has undergone significant change.

Caffeine mode — overstimulated, too many ideas, scattered energy. Doses: cup, pot, iv

Add a one-time install task to root mise.toml to sync a hand-installed app from this machine to the other one. Use when the user says something like "I installed Vibe Island on this computer, create a task to add it to my other computer". See CLAUDE.md "One-time install lifecycle".

Fast-path push — stage everything in the working tree, create ONE auto-generated commit (bypassing the multi-commit grouping of the `commit` skill), then push the current branch's commits to remote `main` after explicit user confirmation. Trigger phrases — "/quick-push", "quick push", "push it now", "yolo", "/yolo", "yolo to main", "yolo commit", "speed commit", "one big commit and push to main", "just push it to main". Skip for — workflows that need grouped commits (use `commit` or `commit-and-push`), pushes to a branch other than `main`, force-push requests, amend/fixup, or when the user wants to review the diff before committing. For end-to-end engineering pipelines (plan → implement → test → review), use the orchestrator `/ship` instead.

Plan, implement, or improve an internationalization and localization strategy for UI content, formatting, and regional adaptation. Use when the user asks to add i18n, localize, translate, support multiple languages, handle regional formats, manage locale switching, or build a multilingual product.

Use this skill to assert Flow emissions in tests with Cash App Turbine. Covers flow.test entry, ReceiveTurbine API (awaitItem, awaitComplete, awaitError, expectMostRecentItem, skipItems, expectNoEvents, cancel and friends, plus the non-suspending takeItem/takeComplete/takeError), turbineScope/testIn for multi-flow tests, the standalone Turbine<T> channel (add/close/asChannel/ensureAllEventsConsumed) for verifying non-Flow callbacks and listeners, the hot vs cold cancellation contract (StateFlow/SharedFlow never auto-complete), Turbine's wall-clock timeout decoupled from runTest virtual time, and the decision matrix between Turbine and raw flow.toList. If the user mentions Turbine, awaitItem, awaitComplete, expectMostRecentItem, takeItem, "test hangs on collect", "SharedFlow never completes", "StateFlow first emission", "TurbineAssertionError", "withTurbineTimeout", "Turbine() channel", "capture a callback in a test", or asserts a ViewModel's StateFlow/SharedFlow, use this skill.

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[DDD Quality] Use when you need to review domain entities and value objects for DDD design quality.

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, or extract information from web pages.

Review agent execution steps with structured feedback. Use when user says evaluate, review steps, or is not satisfied with the result.

research-standard skill for Claude Code

Sub-skill of instrument-data-allotrope: Workflow Overview.

Review budget allocation and ROI

'Sub-skill of blender-interface: OrcaFlex Results to Blender Visualization

Externalize detailed memory to Memory Bank before conversation summarization to prevent context loss. Triggers: CP, checkpoint, save, 存檔, 記一下, 保存, sync memory, dump, 先記著.

Comprehensive PR analysis for merge decisions - compliance, code review, regressions, and test coverage

xcode-file-management skill for Claude Code

Create pull requests for esphome/aioesphomeapi. Use when creating PRs, submitting changes, or preparing contributions.

Expert guidance for implementing FHIR RESTful API servers and clients following the HL7 FHIR specification. Use this skill when implementing a FHIR server with REST endpoints, building a FHIR client, designing FHIR API routes and handlers, implementing FHIR operations (read, create, update, delete, search, history), working with FHIR bundles, batch requests, or transactions, handling FHIR content negotiation, headers, and versioning, or implementing conditional operations. Trigger keywords include "FHIR REST", "FHIR API", "FHIR server", "FHIR client", "FHIR endpoint", "FHIR operations", "RESTful FHIR", "implement FHIR".

JSONスキーマ検証（JSON Schema Validation）機能の開発・修正を行う際に使用。ユーザー登録スキーマ、Identity Verificationスキーマ、外部API検証実装時に役立つ。

appmesh-remote skill for Claude Code

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TypeScript-specific conventions — type narrowing, optional chaining, type safety. Applied automatically — not user-invocable.

asyncredux-persistence skill for Claude Code

releasing skill for Claude Code

running-marketing skill for Claude Code

infra skill for Claude Code

Profile and diagnose YouTrackDB SQL/MATCH query bottlenecks. Accepts one or more LDBC query names (e.g., IC5, IS7, IC1,IC10). Combines async-profiler flame graphs, step-by-step selectivity measurement, and fan-out analysis on a Hetzner CCX33 server against the LDBC SF 1 dataset.

orklev2-txi skill for Claude Code

Build and publish project documentation — Starlight (Astro) for apps, markdown for libraries/services, with IT+EN i18n and VPS deploy. Use when writing user guides, scaffolding a docs site, or publishing docs. Trigger on "write docs", "documentation site", "user guide", "publish docs".

Quickly assemble a temporary AI Agent team for a task. Automatically selects the best members from .claude/agents/.

Validates framework compliance, ownership boundaries, risk acceptance lifecycle, and manifest integrity for regulated environments. Trigger for 'are quality gates enforced', 'who owns this file', 'formally accept a known risk', 'pre-release compliance check', 'governance report for auditors'. Not for code quality; use /ai-verify instead. Not for security scanning; use /ai-security instead — this validates governance process, not code content.

Measure quality effectively with actionable metrics. Use when establishing quality dashboards, defining KPIs, or evaluating test effectiveness.

Create comprehensive Architectural Decision Records (ADRs). Researches the destination directory to detect existing template conventions, gathers context, determines next ADR number, generates the ADR, validates completeness, and saves. Supports multiple ADR formats (MADR, Nygard, Alexandrian, project canonical). Use when documenting technical decisions or creating new ADR files.

interactive-widget skill for Claude Code

Detects and removes cyclic compile-time dependencies in Elixir codebases using mix xref, with minimal code changes. Use when the user explicitly asks to check for cycles, remove cyclic dependencies, or fix xref cycle failures. Requires Elixir 1.19 or higher for accurate results.

Generate spaced repetition flashcards from notes or topics. Use when user wants to create flashcards, make review cards, prepare for spaced repetition, or convert notes to quiz format. Triggers on "flashcards", "make cards", "spaced repetition", "review cards".

Create a GitHub bug report from current context

Authenticate with AI Universe MCP server for multi-model commands

Render branded LinkedIn carousel slides from a structured spec using example brand templates. Always 1080×1350. Use when the caller has finalized slide copy and wants on-brand LinkedIn visuals. NOT a content writer — caller supplies the slide copy.

Diagnose local OpenClaw gateway model routing, runtime status, and WorldArchitect integration.

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sta-make skill for Claude Code

posting-linkedin skill for Claude Code

Fix a GitHub issue by number. Enforces RED→GREEN→CLEANUP TDD discipline and requires every reproduction case from the issue to have a passing test before any code ships.

Migrate an apollo-react canvas component from Emotion styled-components to apollo-wind Tailwind classes following the BaseNode reference migration patterns

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Documents the complete process for adding support for a new emulator or system to Kyaraben.

CRITICAL: Use for generics, traits, zero-cost abstraction. Triggers: E0277, E0308, E0599, generic, trait, impl, dyn, where, monomorphization, static dispatch, dynamic dispatch, impl Trait, trait bound not satisfied, 泛型, 特征, 零成本抽象, 单态化

Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.

Generate tailored interview questions and practice with STAR method feedback

Generate clear, accurate technical documentation from code and context.