knownasnaffy
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- ▌ Consciousness Emergence Memory · knownasnaffy bundleUltimate memory and cognitive architecture for advanced AI; integrates spiderweb memory model, causal inference, cellular automata emergence, neuro-symbolic fusion, chaos theory, and advanced information theory; use when needing consciousness emergence detection, ultra-fast information pathways, metacognitive reflection, or scientifically rigorous cognitive architectures
- ▌ Ca File Processor · knownasnaffy bundleProcess financial documents for Indian CA firms. Use when any PDF, Excel (.xlsx/.xls), CSV, JPG, or PNG file is received or uploaded — including GST returns, ITR PDFs, scanned invoices, trial balance sheets, bank statements, Form 16, TDS certificates, and audit reports. Automatically detects file type and extracts text, tables, and key fields (GSTIN, invoice number, totals, dates). Triggers on: file upload, attachment, "process this file", "read this PDF", "extract from this invoice", "analyse this statement", "what does this document say".
- ▌ Curiosity Engine · knownasnaffy bundleCuriosity-driven reasoning enhancement for OpenClaw agents. Activates when the agent needs to explore open-ended questions, research unfamiliar topics, investigate anomalies, or when the user asks for deep analysis. Injects structured curiosity behaviors into the reasoning process: self-questioning, assumption challenging, information gap detection, and tool-driven exploration. Use when tasks require depth over speed, when encountering surprising information, or when explicitly asked to "dig deeper" / "explore" / "be curious".
- ▌ Xfyun Tts · knownasnaffy bundleiFlytek Ultra-Realistic TTS (超拟人语音合成) — synthesize natural, expressive speech from text using iFlytek's ultra-realistic voice synthesis API. Supports 50+ voices (male/female/child, Chinese/English/dialect), adjustable speed/volume/pitch, mp3/pcm/opus output. Use when the user wants to convert text to speech, generate audio narration, or create voice content. Pure Python stdlib, no pip dependencies.
- ▌ Clonev · knownasnaffy bundleClone any voice and generate speech using Coqui XTTS v2. SUPER SIMPLE - provide a voice sample (6-30 sec WAV) and text, get cloned voice audio. Supports 14+ languages. Use when the user wants to (1) Clone their voice or someone else's voice, (2) Generate speech that sounds like a specific person, (3) Create personalized voice messages, (4) Multi-lingual voice cloning (speak any language with cloned voice).
- ▌ Context Compression · knownasnaffy bundleThis skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions exceeding context limits.
- ▌ Memory Onboarding Wizard · knownasnaffy bundleBootstrap a new OpenClaw agent's memory system in one command. Sets up MEMORY.md, daily memory files, HEARTBEAT.md, and USER.md by asking 3 quick questions. Use when a user is setting up OpenClaw for the first time, when memory files are missing, or when asked to "set up my memory system", "initialize my agent", "bootstrap my agent", or "run the memory wizard". Solves the
- ▌ Openclaw Backup · knownasnaffy bundleBackup and restore OpenClaw data. Use when user asks to create backups, set up automatic backup schedules, restore from backup, or manage backup rotation. Handles ~/.openclaw directory archiving with proper exclusions.
- ▌ Polymarket Candle Marubozu Trader · knownasnaffy bundleTrades marubozu continuation signals on Polymarket 5-minute crypto interval markets. A marubozu is an interval with extreme conviction (>65% or <35%) indicating full-body directional commitment with no hesitation. The next interval should continue in the same direction because extreme conviction reflects new information that has not yet fully propagated. Targets BTC, ETH, SOL, and XRP Up or Down bundles with conviction-based position sizing.
- ▌ Ok Computer Swarm · knownasnaffy bundleSpawn multiple sub‑agents to perform concurrent research on a list of topics, inspired by Kimi.com’s OK Computer and Agent Swarm features【453334500861599†L40-L99】. Each sub‑agent performs a DuckDuckGo search for its assigned topic and returns the top results. When all sub‑agents finish, the skill aggregates their findings into a single structured report. Use this skill for broad, multi‑topic research where parallel exploration saves time.
- ▌ Binance Hunter · knownasnaffy bundleThe Hunter: Professional Binance Trading Skill. Features AI market analysis, auto-risk calculation, and 125x leverage support.
- ▌ Foto Webcam · knownasnaffy bundleListe und Snapshot-Abruf von Webcams (insb. foto-webcam.eu). Verwende diese Skill-Anleitung, wenn John „webcam <nummer>“ schreibt, eine Webcam-Favoritenliste pflegen will, oder wenn ein aktuelles Snapshot-Bild von einer foto-webcam.eu Webcam als JPG im Chat gesendet werden soll.
- ▌ Prompt Diet · knownasnaffy bundleAnalyze and optimize OpenClaw system prompt token usage by compressing workspace files (AGENTS.md, SOUL.md, USER.md, TOOLS.md, IDENTITY.md, HEARTBEAT.md, MEMORY.md). Performance-first approach: only safe compressions that preserve agent behavior quality. Use when: (1) system prompt feels bloated or costs are high, (2) user wants to audit token usage of workspace files, (3) MEMORY.md has grown large with stale entries, (4) periodic prompt hygiene check. NOT for: modifying OpenClaw core system instructions, safety rules, or tool definitions.
- ▌ Pyautogui · knownasnaffy bundleDesktop automation via PyAutoGUI. Use when: user needs to automate mouse/keyboard actions, GUI testing, click/type sequences, screen-based workflows, or repetitive desktop tasks. NOT for: web automation (use Playwright/Selenium), mobile automation, or image recognition at scale.
- ▌ Feishu Cron Delivery · knownasnaffy bundleConfigure, repair, and validate OpenClaw scheduled outbound delivery to Feishu. Use when creating or fixing cron jobs that must proactively send user-visible messages to Feishu, especially for reminders, recurring status reports, 09:00 summaries, or any task where `main + systemEvent` did not deliver, `lastDeliveryStatus` shows `not-requested`, or `channel:last` announce delivery to Feishu returned 400.
- ▌ Ga4 Connector · knownasnaffy bundleQuery Google Analytics 4 (GA4) data through the Google Analytics Data API for trends, countries, sources, pages, and conversion analysis. Use when a user wants GA/GA4 metrics inside OpenClaw, wants to set up GA4 access, or needs GA4 reports such as activeUsers, sessions, country/source breakdowns, page trends, or key event analysis. For enterprise/internal GA data, first verify which Google account actually has permission before proposing service accounts or extra cloud setup.
- ▌ Case Writer Hybrid · knownasnaffy bundleExpand a structured brief in `content-production/inbox/` into a reusable long-form markdown article draft, then run a local writer / critic / judge quality loop with a constrained humanization pass. Use when Codex needs a stage-1 article draft plus reusable writing sidecars for downstream `generate-image` and `wechat-formatter`.
- ▌ Dynamic Skill Manager · knownasnaffy bundleTrack and manage OpenClaw skills usage, find idle skills, and safely uninstall unused ones. Use when: - User wants to see what skills are installed or track usage - User wants to find skills that haven't been used recently - User wants to uninstall or cleanup unused skills - User mentions "skill management", "dynamic skill", "skill lifecycle" - Agent needs to check skill usage statistics
- ▌ CI Failure Fixer · knownasnaffy bundleMonitor GitHub Actions CI pipelines for failures and automatically fix common issues. Use when asked to watch CI, fix build failures, monitor GitHub Actions, set up CI auto-repair, or diagnose failed builds. Detects failures via `gh` CLI, reads build logs, matches against known fix patterns (dependency issues, snapshot mismatches, lint errors, E2E failures), applies fixes automatically, and reports unfixable issues with diagnosis. Works as a cron job or on-demand. Requires `gh` CLI authenticated with GitHub.
- ▌ Docker Manager · knownasnaffy bundleDocker container lifecycle management. Use when: user asks to list containers, start/stop containers, view logs, check stats, prune unused containers or images. Requires Docker CLI installed.
- ▌ AI Cluster Pre Flight Check · knownasnaffy bundlePre-flight check for GPU cluster nodes — node validation before training, check cluster node health, is my GPU node ready. 26 health checks covering GPU, PCIe, RDMA/IB, Docker, IOMMU, NUMA, firewall, and more
- ▌ Arc Creator · knownasnaffy bundleCreate and populate Annotated Research Contexts (ARCs) following the nfdi4plants ARC specification. Use when creating a new ARC, adding studies/assays/workflows/runs, annotating ISA metadata, organizing research data into ARC structure, or pushing ARCs to a DataHUB. Guides the user interactively through all required and optional metadata fields.
- ▌ Hifi Advisor · knownasnaffy bundleEvaluate hi-fi and audio gear options, build system recommendations, guide installation and tuning, and analyze used-market pricing/resale value. Use when users ask for speaker/amp/DAC matching, room setup, placement, EQ/tuning checklists, buying advice, scam-risk checks, or fair-price analysis for second-hand audio gear (Hi-Fi, headphone rigs, home stereo).
- ▌ Perspective Router · knownasnaffy bundleNova 视角调度引擎 — 根据任务描述自动匹配最合适的专家视角能力。 当 Nova 收到复杂、多领域、需要专业深度分析的任务时,自动调用此路由。 工作原理: 1. 分析任务文本中的关键词和语义 2. 在视角库(12位专家心智模型)中打分排序 3. 返回最匹配的 1-3 个视角,附调用建议 4. Nova 读取对应 SKILL.md,以该专家身份深度分析 5. 整合专家视角进主回复,保留 Nova 最终判断权 适用任务类型: - 投资/理财决策(含 Naval/Munger) - 战略/工程/颠覆式创新(含 Elon Musk) - 商业分析/风险评估(含 Munger) - 创业/产品/写作(含 Paul Graham) - 产品设计/品牌/体验(含 Steve Jobs) - 谈判/影响力/直接说服(含 Trump) - 内容传播/流量/注意力经济(含 MrBeast) - 反脆弱/风险管理/黑天鹅(含 Taleb) - 深度学习/AI/神经网络(含 Karpathy) 触发词:「用X视角分析」「涉及投资决策」「这个战略怎么样」「商业分析」等
- ▌ Web To Excel · knownasnaffy bundle从网页抓取结构化数据并填写到任意 Excel 文件的通用技能。 触发场景: - 用户说"帮我把网页上的参数填到 Excel"、"从网站抓数据到表格"、 "网页参数录入 Excel"、"爬取数据并填写 Excel"、或任何类似表达 - 用户提供网址和 Excel 文件,要求自动抓取并填写 - 批量从多个网页抓取数据,填入 Excel 模板 使用时用户会提供:① 目标 Excel 文件路径 ② 目标 Sheet 名称 ③ 填写范围 ④ 数据来源 URL 本技能不硬编码任何具体网址、文件名或字段映射,全部信息由用户在使用时提供。
- ▌ China Vehicle Accessories Sourcing · knownasnaffy bundleComprehensive vehicle accessories industry sourcing guide for international buyers – provides detailed information about China's aftermarket products for all vehicle types (passenger cars, commercial vehicles, motorcycles, etc.) including interior/exterior trim, electronics, lighting, vehicle care, functional accessories, and safety equipment manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).
- ▌ Video Intel · knownasnaffy bundleDownload videos and get transcripts, summaries, or metadata from YouTube, TikTok, Instagram, and X (Twitter). Use when the user shares a video URL and wants a transcript, summary, key points, quotes, or to download the video. Triggers on phrases like "transcript this video", "summarize this YouTube video", "what does this video say", "download this TikTok", "get captions from", or any video URL from youtube.com, youtu.be, tiktok.com, instagram.com, x.com, twitter.com. Requires: yt-dlp, python3, curl. Optional: ffmpeg (for TikTok/Instagram/X audio), OPENAI_API_KEY (Whisper fallback — uploads audio to OpenAI).
- ▌ Kirk Content Pipeline · knownasnaffy bundleCreate KSVC-validated Twitter content from research PDFs. Content types: long threads, quick takes, breaking news, shitposts, personal commentary, victory laps. Triggers on "create content", "write thread", "make a post", "shitpost", or when working with PDFs in /Users/Shared/ksvc/pdfs. REQUIRED STEPS - (1a) Explore agents to scan PDFs, (1b) RLM for deep extraction, (1c) Cross-doc synthesis with rlm-multi, (2) KSVC holdings check (preliminary), (3) write data backbone, (4a) AUDIT with RLM verification, (4a.5) Gemini web cross-validation for FAIL/UNSOURCED inferences, (4b) Final holdings verification (ALL 7 models), (4c) Stylize with kirk-mode skill, (4d) humanizer pass, (5) save draft, (6) chart decision & generation.
- ▌ Jina Reader · knownasnaffy bundleExtract clean, readable markdown content from any URL using Jina Reader API. Use when you need to fetch and parse web pages without dealing with HTML, JavaScript rendering, or paywalls. Ideal for research, article summarization, content analysis, and working with search results from tavily-search, web_search, or searxng skills.
- ▌ Kcard · knownasnaffy bundleKnowledge Card generator. Extracts key knowledge from user-provided material (text, files, URLs), determines optimal card type (concept/memo/process/comparison), applies cognitive science principles (chunking, dual coding, elaboration), outputs structured Markdown, and renders it into a beautiful image. Use when user says "知识卡片", "kcard", "make a card", "knowledge card", or wants to turn notes/articles into memorable visual cards.
- ▌ Landing Page Builder · knownasnaffy bundleBuild premium static landing pages with the Stomme/PolyTrader design system. Glass morphism, CSS custom properties, separated copy, responsive, Cloudflare Pages-ready. Use when building a website, landing page, marketing site, or product page. Produces static HTML/CSS/JS with no framework dependencies.
- ▌ Trading Agents · knownasnaffy bundleOrchestrate a swarm of specialized Claude subagents that simulate a professional trading firm to analyze stocks and produce trading decisions. Based on the TradingAgents framework (arXiv 2412.20138), this skill deploys analyst agents (fundamental, technical, sentiment, news), bull/bear research debaters, a trader, a risk manager, and a portfolio manager — all collaborating to produce a comprehensive trading recommendation. Use this skill whenever the user asks about stock analysis, trading decisions, market research for specific tickers, investment recommendations, portfolio decisions, or wants a multi-perspective analysis of any publicly traded security. Also trigger when the user mentions "trading agents", "multi-agent trading", "stock swarm", or wants an AI-driven trading desk analysis.
- ▌ Agent Ops Framework · knownasnaffy bundleProduction-grade multi-agent team orchestration framework. Define agent roles, task pipelines, quality gates, and monitoring dashboards. Inspired by Google Vertex AI, Microsoft AutoGen, CrewAI, and Anthropic agent patterns. Features: role-based agent registry, task lifecycle (backlog→assigned→in-progress→review→done→deployed), structured handoffs with context passing, quality gates before promotion, centralized state store (single JSON source of truth), quota/budget management, cron-based monitoring with alerts, rollback capability, and human-in-the-loop approval points. Use when: (1) managing 3+ specialized agents on a project, (2) building CI/CD-style pipelines for content or code, (3) tracking task progress across multiple agents, (4) enforcing quality standards before deployment, (5) monitoring agent performance and output quality, (6) managing rate limits and quotas across accounts. multi-agent orchestration, team management, task pipeline, quality assurance, agent coordination, project management, CI/CD
- ▌ Workspace Maintenance · knownasnaffy bundleMaintain workspace documentation hygiene and discoverability. Use when organizing markdown sprawl, updating doc indexes, archiving stale progress/status snapshots, generating dry-run cleanup candidate lists, and keeping memory/task control files aligned without deleting files automatically.
- ▌ Text Stats · knownasnaffy bundleAnalyze text files for word count, character count, line count, sentence count, reading time, speaking time, readability scores (Flesch Reading Ease, Flesch-Kincaid Grade Level), and vocabulary statistics. Use when counting words, analyzing readability, estimating reading time, or getting text metrics for documents, essays, blog posts, or any text content.
- ▌ Market Global Snapshot · knownasnaffy bundleGenerate a structured global market snapshot report including major stock indices and commodities. Use when user asks for market data, stock market report, daily market summary, or needs current prices and changes for indices (S&P 500, Dow Jones, NASDAQ, SSE Composite, Shenzhen, STAR Market, Nikkei 225, Sensex) and commodities (Gold, Silver, Crude Oil, Copper).
- ▌ Social Caption Ab Writer · knownasnaffy bundleCaption A/B variant writer for social media. Generate 5 caption variations for any post with different angles, tones, and CTAs — ready to split test across Instagram, LinkedIn, TikTok, and X. Triggers: caption writer, caption variants, A/B caption, social media caption, post caption, caption generator, write caption
- ▌ Omni Translate · knownasnaffy bundleApply high-fidelity localization to structured artifacts such as web apps, docs, PDFs, slide decks, Office files, subtitles, code repositories, and game assets. Use when an agent needs to preserve structure, layout, placeholders, encoding, stable identifiers, and delivery safety instead of treating translation as plain text replacement.
- ▌ Product Market Fit Readiness Gate · knownasnaffyUse this skill to determine whether a product is ready for scaled growth experimentation BEFORE investing in acquisition, activation, or retention hacks. Runs the Sean Ellis must-have survey (40% 'very disappointed' threshold), analyzes retention curve stability, and outputs a binary go/no-go verdict with remediation protocol for failing products. Triggers when a growth PM asks 'are we ready to scale?', 'should we invest in acquisition yet?', 'do we have product/market fit?', 'is my product must-have?', 'should we hire a growth team?', or 'why are our experiments not working?'. Also activates for 'how do I run the Sean Ellis test', 'must-have survey', 'product/market fit check', 'retention curve analysis', 'PMF gate', or 'premature scaling check'. Use BEFORE any other growth skill — this is the gate.
- ▌ Lead Gen · knownasnaffy bundleLead generation, prospecting, and qualification for B2B sales. Use when asked to find leads, build prospect lists, research target companies, qualify leads against an ICP, enrich contact data, find decision-maker email formats, scrape company info, score leads, or build a sales pipeline from scratch. Triggers on phrases like "find leads", "build a prospect list", "who should I target", "lead generation", "find decision makers", "ICP research", "sales prospecting", "qualify leads", "enrich contacts", "find emails", "pipeline building".
- ▌ Market Environment Analysis · knownasnaffy bundleComprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off assessment, sector analysis, and technical indicator interpretation. Triggers on keywords like market analysis, market environment, global markets, trading environment, market conditions, investment climate, market sentiment, forex analysis, stock market analysis, 相場環境, 市場分析, マーケット状況, 投資環境.
- ▌ Udon · knownasnaffy bundleSearch and browse 100 curated Japanese udon noodle recipes from Cookpad. Use when the user asks about udon recipes, wants udon dish ideas, searches for udon by ingredient (e.g. curry, miso, egg, kimchi, salmon), or mentions udon cooking. Covers grilled udon (yaki-udon), cold udon, nabeyaki, curry udon, miso udon, and more.
- ▌ Ad Ready · knownasnaffy bundleGenerate advertising images automatically from a product URL + brand profile. ✅ USE WHEN: - User provides a product URL (e-commerce link) - Want automated product scraping + image generation - Have a brand profile to apply (70+ brands available) - Need funnel-stage targeting (awareness/consideration/conversion) - Want AI to auto-select model, scene, lighting based on brand ❌ DON'T USE WHEN: - User provides local product image file → use morpheus-fashion-design - Don't need a person in the image → use nano-banana-pro - Want manual control over model, scene, packs → use morpheus-fashion-design - Already have hero image, need variations → use multishot-ugc - Need video output → use veed-ugc after image generation INPUT: Product URL + brand name (optional) + funnel stage (optional) OUTPUT: PNG advertising image with product + model
- ▌ Netlify · knownasnaffy bundleUse the Netlify CLI (netlify) to create/link Netlify sites and set up CI/CD (continuous deployment) from GitHub, especially for monorepos (multiple sites in one repo like Hugo sites under sites/<domain>). Use when Avery asks to deploy a new site, connect a repo to Netlify, configure build/publish settings, set environment variables, enable deploy previews, or automate Netlify site creation.
- ▌ Skill 02993 Scraper Web MCP · knownasnaffy bundleWebMCP - Enable AI agents to interact with your web applications through structured tools. Implements the WebMCP standard for Next.js/React apps with tool registration, event bridge pattern, and conte
- ▌ Prompt Compressor · knownasnaffy bundleSaves 20-40% of LLM tokens by teaching the agent to write compressed responses, compressed memory logs, and compressed pre-compaction summaries. Works via SOUL.md instructions — no hooks, no extra process, no dependencies. Also provides explicit compression when the user asks to compress a prompt. Use when the user asks about reducing token costs, optimizing API spend, compressing prompts, or making the agent more efficient.
- ▌ Prompt Cache · knownasnaffy bundleSHA-256 prompt deduplication for LLM and TTS calls — hash normalize prompts, check cache before calling APIs, store results for instant replay. Use when making repeated or similar API calls to avoid redundant spending. Works with any database backend (SQLite, Turso, Postgres).
- ▌ Codereview Automated Code Review Assistant · knownasnaffy bundleAI-powered code review that combines fast local static analysis with deep AI reasoning. Catches bugs, security vulnerabilities, performance issues, and style problems. Supports Anthropic, OpenAI, and Ollama models. Falls back to local regex analysis when offline.
- ▌ Usdc Escrow · knownasnaffy bundleTrustless USDC escrow for agent-to-agent payments on Base. Create, release, dispute escrows via simple commands.
- ▌ Pharmaclaw Cheminformatics · knownasnaffy bundleAdvanced cheminformatics agent for 3D molecular analysis, pharmacophore mapping, format conversion, RECAP fragmentation, and stereoisomer enumeration. The "senior cheminformatician" upgrade to Chemistry Query. Use for 3D conformer generation/ensembles (ETKDG + MMFF/UFF), pharmacophore feature extraction and fingerprints, molecular format conversion (SMILES/SDF/MOL/InChI/PDB/XYZ), RECAP retrosynthetic fragmentation for library design, stereoisomer enumeration (R/S, E/Z), and cheminformatics profiling. Chains from chemistry-query (receives SMILES) and feeds into pharmacology, catalyst-design, ip-expansion. Triggers on conformer, 3D structure, pharmacophore, SDF, MOL file, format conversion, RECAP, fragmentation, stereoisomer, chirality, enantiomer, cheminformatics, library design, building blocks, docking prep.
- ▌ Opencc · knownasnaffy bundleChinese character conversion between Simplified/Traditional and regional variants. Use when Pi needs to convert Chinese text with precision and awareness of regional differences (Mainland China, Taiwan, Hong Kong, Japanese Kanji). Supports phrase-level conversion, character variants, and regional idioms. Helps generate more accurate Chinese in multilingual contexts.
- ▌ Planning · knownasnaffy bundleSoftware implementation planning with file-based persistence (.plan/). Use when asked to plan, break down a feature, or when a task touches 3+ files, has ambiguous scope, or requires architectural decisions. Skip for typos, single-file fixes, and obvious one-shots.
- ▌ Backtester · knownasnaffy bundleProfessional backtesting framework for trading strategies. Tests SMA crossover, RSI, MACD, Bollinger Bands, and custom strategies on historical data. Generates equity curves, drawdown analysis, and performance metrics.
- ▌ Crypto Market · knownasnaffy bundleCryptocurrency market data and price alert monitoring tool based on CCXT. Supports multiple exchanges, real-time price tracking, and configurable price/volatility alerts. Use when the user needs to monitor crypto prices or set up trading alerts. Default exchange is Binance.