ML-powered signal aggregation across ALL strategy skills — combines signals from every strategy using weighted voting, random forest meta-learner, and confidence calibration.
Use when property-service operations need an AI plus ontology plus DMAIC design for work orders, dispatch, quotes, evidence, CTQ metrics, and control dashboards.
Guides creation, audit, and improvement of portable Agent Skills using the shared
Create, improve, validate, forward-test, and package Codex skills from a user's brief, examples, files, or instructions.
Meta-skill for integrating external GitHub skill repos into 1ai-skills. Covers discovery, deduplication, format conversion, category mapping, validation, and quality gates.
Use this when: build a skill, write a SKILL.md, my skill isn't triggering, my skill over-triggers, my agent ignores instructions, improve my skill description, my skill isn't…
Проверка текста на нейромусор (AI slop). Trigger: "проверь на нейромусор", "ai slop check", "нейромусор", "проверка текста", "AI-generated", "check for slop", "нейроконтент",…
Clean AI-generated code slop with a regression-safe, deletion-first workflow and optional reviewer-only mode — from Yeachan-Heo/oh-my-claudecode
Detects and removes AI writing patterns from text. Use when polishing drafts, cleaning AI-generated content, or ensuring writing sounds authentically human.
AI Slop 탈곡기. AI가 쓴 듯한 한국어 초안의 상투어, 과잉 설명, 반복 수사와 장식 서식을 줄여 자연스럽게 윤문한다. 탈곡기, 휴머나이저, AI 티 줄이기, 사람 글처럼 다듬기, 번역투 개선을 요청할 때 사용한다. 단순 맞춤법 검사와 내용 확장은 주된 용도가 아니다.
Use to audit a generated or heavily templated interface for generic AI aesthetics, unjustified trend patterns, component-registry residue, vague copy, repetitive motion, novelty…
Design a multi-round questioning sequence for interrogating AI chatbot answers, tracking how responses shift and distinguishing genuine updates from sycophantic capitulation.
Interact with AI Specialists via the AI Specialists Hub MCP endpoint. Use when the user asks about any of their AI specialists (e.g.
Audits your AI coding tool costs across GitHub Copilot, Claude Code, Cursor, Windsurf, and other subscriptions.
Check your AI model configuration - see what's set up, current model, credits remaining
Créez des storyboards visuellement cohérents en utilisant la technique des 2x2 Grid Shots de PJ Ace, garantissant éclairage, personnages et décors uniformes entre les plans.
Use when evaluating AI tools and agentic workflows against workflow gaps, when conducting quarterly landscape scans, or when assessing integration feasibility of new tools for…
Generate type-safe AI content using Gemini structured output with Zod validation and Code Execution Tool.
AI 관련 자료(YouTube URL, 블로그 URL 등)를 받아 내용을 분석하고 정리하여 Obsidian vault에 마크다운 노트로 저장한 뒤 GitHub에 자동으로 푸시하는 스킬.
Use when setting up the AI subsystem — LLM clients, RAG pipelines, agents, memory, or MCP servers in the Lexigram framework
Build AI summarization systems for content. TRIGGERS - Use when user needs help with ai-summarization-system related tasks.
Yapılandırılmış süreç, kalite kontrolleri ve sistem entegrasyonu ile bir yapay zeka destek kurulumu tasarla ve belgele
Use when a team needs to decide which workflow steps are human-only, AI assist, shared review, supervised AI, or autonomous AI before automation begins.
AI task hub for image analysis, background removal, speech-to-text, text-to-speech, markdown conversion, and async execute/poll/presentation orchestration.
AI 教学媒体一体化技能包。在一个 skill 内串联 6 个子能力：通用生图执行层、技术长文智能插图、学科知识点竖版信息图、教学动图+配音教学视频、短视频 3:4…
AI 团队协作流水线。自动编排 Claude(Lead) + Codex(代码) + Gemini(UI) 多 Agent 协作。使用 /ai-team <任务描述> 启动团队协作。
Bootstrap and run a multi-agent AI development team. Use when: starting a new software project with AI agents, setting up parallel dev/QA teams, creating sprint plans, writing…
Organize AI agents as a structured team — role assignment, proposal/vote/ review/ship cycle, cross-agent code review, consensus mechanisms, and escalation to human for deadlocks.
Design and evaluate time-series forecasting — ARIMA, Prophet, NeuralProphet, LSTM, Transformer — with stationarity analysis, seasonality, exogenous variables, and backtest.
AI 토큰 사용량 96% 절감. 한국어 Context DB로 프롬프트 최적화. Trigger: "토큰 절약", "토큰세이버", "컨텍스트 저장", "메모리 검색", "프롬프트 최적화". — from Lord1Egypt/awesome-skill-forge
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
Guide for designing effective tools for AI agents. Use when creating tools for custom agent systems or any AI tool interfaces.
Decide whether a new AI tool, model, or technique is worth adopting — define the job to test it on, set decision criteria before trying it, run an honest comparison against what…
KI-Tool-Übergabe für Massenvertragsprüfungen an Luminance oder Kira. Laden wenn der Nutzer „Luminance", „Kira", „KI-Prüfung", „automatische Extraktion" oder „Massenprüfun — from…
Detects when Luminance, Kira, or a similar bulk-review tool is in use, hands off the high-volume clause extraction to it, and QAs its output per the trust level in…
检测 AI 辅助审查工具（如 Luminance、Kira 等）是否在使用中，将大批量条款提取 交接给工具，并按 `~/.claude/plugins/config/claude-for-legal/corporate-legal/CLAUDE.md` 中的 信任层级对其输出进行 QA。当用户说"交给AI工具""批量审查""AI提取"或…
Figure out which AI tool actually fits the task in front of you — chatbot, coding assistant, image model, agent, or none — instead of forcing one tool onto everything.
Map of Skyrim + AI coding tools (Forge, houseCARL, Spooky, codebase-memory, Headroom, Superpowers, Ponytail, CodeBurn).
Train custom LoRAs with ostris AI-Toolkit — covers WAN 2.2/2.1 (people, styles, video motion) and Z-Image (Turbo & Base, low-VRAM image LoRAs).
Set up, connect, validate, and repair Claude Desktop and MCP servers using Desktop Commander — inspecting and fixing mcp.json / claude_desktop_config.json, getting MCP servers to…
How the Copilot and Codex CLIs are kept up to date on a machine, and how to install the daily upgrade job — plain cron on an always-on machine, a launchd agent on a laptop (cron…
When the user wants to track AI search traffic in GA4 or GSC. Also use when the user mentions "AI traffic," "ChatGPT referral," "Perplexity traffic," "AI Overviews," "GA4 AI…
Classifies sensitive data in AI/ML training datasets including bias detection for Art. 9 categories, data card documentation, provenance tracking, and consent verification for…
Generate high-quality training datasets from documents, text corpora, and structured content. Use when creating AI training data from dictionaries, documents, or when generating…
Assesses lawful basis for AI training data processing per EDPB April 2025 report on LLMs and general-purpose AI.
Implements AI transparency requirements under EU AI Act Arts. 13-14 and GDPR Arts. 13-14. Covers user notification of AI interaction, system capability disclosure, limitation…
Use when a new user arrives and needs assessment. Gathers background, experience level, and learning goals through a warm conversational flow (max 3 questions).
Build advanced AI UIs with agent reasoning, tool visualization, generative UI components, and composable AI Elements for agentic interfaces
Unified AI Proxy - API multi-proveedor gratuita con rotación automática, streaming, y zero vendor lock-in
Projedeki Claude AI ajan altyapısını analiz et, repo kataloğuna bak, iyileştirme öner ve uygula. Her çalıştırmada önceki/sonraki durumu SESSION_LOG'a kaydet.
Check AI usage across Anthropic and other providers.\n Use when:\n 1. User asks about AI usage, token usage, or quota\n 2.
Write an AI usage policy people can actually follow — approved tools, data rules, disclosure duties, and review obligations, in one page instead of legal fog.
Determines controller-processor relationships for AI services and conducts privacy due diligence. Covers SaaS AI (processor), embedded AI (joint controller), API-based AI…
Analyze and improve how a brand appears in AI-generated responses (ChatGPT, Claude, Gemini, Perplexity).
Use AI to compare rendered HTML to original PDF page. AI makes contextual judgment about visual accuracy with explainable reasoning.
AI Website Cloner — genera clonaciones de sitios web completas con IA desde una URL.
Set up LLM workflow discipline for projects that use AI / LLM calls in production or eval suites. Authors an eval-cost-watcher agent that projects token cost BEFORE regression…
Use when auditing the ~/dev/AI repo for duplicated, conflicting, stale, or drifting instructions across ai/, root agent files, agents/, and skills/ — produces a coherence report…