DevOps & Infra

knownasnaffy Bundle

Captures data quality issues, metric drift, pipeline failures, misleading visualizations, metric definition mismatches, and data freshness problems to enable continuous analytics improvement. Use when: (1) An ETL/ELT pipeline fails, (2) A metric value shows anomalous behavior, (3) Two teams define the same metric differently, (4) A dashboard shows wrong or misleading data, (5) A data freshness SLA is missed, (6) A schema change breaks downstream consumers.

knownasnaffy Bundle

快速查询本机系统信息和OpenClaw配置。包括CPU、内存、磁盘、网络、环境配置、硬件资源占用、Docker容器、OpenClaw配置/频道/插件/服务状态。当用户询问"系统状态"、"CPU使用率"、"内存占用"、"磁盘空间"、"网络信息"、"硬件配置"、"进程状态"、"Docker状态"、"系统负载"、"配置信息"、"OpenClaw状态"时使用此技能。

knownasnaffy Bundle

Complete workflow for time series datasets (Energy, Manufacturing, Climate) on Kaggle to Data Annotation platform (data.smlcrm.com). Includes downloading, cleaning with pandas, uploading RAW with metadata, configuring columns (Time/Target/Covariate/Group), setting units (kWh, kVarh, tCO2, ratio, seconds), and assigning groups by selecting all variables and applying all group tags. Use when finding Kaggle datasets, cleaning for ML, uploading with metadata, configuring types/units, assigning groups to all variables, or complete pipeline to CLEAN status.

knownasnaffy Bundle

Extract structured information from unstructured text through a semi-automatic pipeline. Support entity extraction, relation extraction, attribute extraction, and event extraction from plain text and Markdown. Use when converting raw text into triples, graph-ready records, or normalized structured facts from documents, notes, reports, transcripts, and web content copied as text.

knownasnaffy Bundle

Analyze application logs to produce actionable error digests with pattern detection, severity classification, trend analysis, and remediation recommendations. Supports auto-detection of common log formats including syslog, JSON structured logs, Apache/Nginx access and error logs, Python tracebacks, Node.js errors, Docker logs, and generic timestamped formats. Use when asked to analyze logs, debug errors from log files, find recurring issues in logs, create error reports from log data, investigate production incidents from logs, summarize log output, identify error patterns, check application health from logs, or parse server logs. Triggers on "analyze logs", "check logs", "log errors", "error digest", "parse logs", "log report", "what's failing", "production errors", "log summary", "incident analysis", "error patterns".

knownasnaffy Bundle

Orchestrate an OpenClaw multi-agent pipeline to close Linux RISC-V gaps versus ARM/x86 (Linux tree + KVM lore), create and manage GitHub issues, generate design plans with Claude Code, implement/verify with Codex, and prepare upstream patch emails. Use when users ask to automate or run RISC-V kernel contribution workflows, gap analysis, issue-driven execution, or patch submission preparation.

knownasnaffy Bundle

Smart email categorizer and digest formatter for agents. Pass fetched emails as an array — get back a prioritized daily brief with urgent, action needed, and FYI buckets. Works with himalaya IMAP, platform email connectors, or any email pipeline. All processing is local.

knownasnaffy Bundle

Zero-LLM feedback learning system for OpenClaw agents. Detects user feedback (emoji reactions, text signals like "переделай"/"круто"), logs events, discovers recurring patterns, auto-promotes rules, and generates weekly reports. Use when setting up agent self-improvement, configuring feedback detection, or building a learning pipeline. Supports Russian and English. No API keys needed — runs entirely on shell scripts and Python.

knownasnaffy Bundle

Query Salesforce data and manage sales pipelines using the `sf` CLI. Use for SOQL queries (simple to complex), opportunity pipeline analysis, forecast reporting, data exports, schema exploration, and CRM data operations. Also use for executive workflows like looking up deals by name, finding contact info to email prospects, preparing pipeline reviews, and cross-referencing CRM data with other tools. Triggers on Salesforce, SOQL, pipeline, opportunity, forecast, CRM data, deal lookup, prospect email, account info, or sf CLI questions.

knownasnaffy Bundle

Generic multi-agent content pipeline — sequential and parallel agent stages with status tracking, error recovery, and progress callbacks. Use when building multi-step AI workflows like content generation, data processing, or any generate-validate-transform-deliver pattern. Works with any LLM provider.

knownasnaffy Bundle

Solo business management with dashboard, pipeline tracking, invoicing, and weekly reviews. Use when user mentions solo business, clients, revenue, pipeline, invoices, or priorities. Produces business dashboard, tracks prospects from lead to close, drafts invoices, prioritizes actions, and runs weekly business reviews. All business data stays private and local.

knownasnaffy Bundle

Zero-LLM feedback learning system for OpenClaw agents. Detects user feedback (emoji reactions, text signals like "переделай"/"круто"), logs events, discovers recurring patterns, auto-promotes rules, and generates weekly reports. Use when setting up agent self-improvement, configuring feedback detection, or building a learning pipeline. Supports Russian and English. No API keys needed — runs entirely on shell scripts and Python.

knownasnaffy Bundle

Monitor, filter, and summarize RSS/Atom feeds on a schedule. Use when: (1) tracking industry news or competitor blogs, (2) setting up keyword alerts across multiple feeds, (3) getting daily/periodic digest of new articles, (4) routing interesting articles to Discord/email/webhook, (5) building a personal news pipeline. Triggers on: rss feed, atom, feed monitor, news aggregator, track this blog, keyword alert, feed digest, subscribe to feed, monitor this site.

knownasnaffy Bundle

Transcribe audio via the self-hosted Whisper ASR instance running on Kubernetes. Use this skill whenever the user wants to transcribe audio files, convert speech to text, generate subtitles, or translate audio. Triggers on audio transcription, speech-to-text, whisper, voice-to-text, subtitle generation, or audio translation requests.

knownasnaffy Bundle

Rename academic PDF papers to a standardized format "[Year] [Venue] Title.pdf" using a three-stage pipeline (Extract → Verify → Rename). Use when the user asks to organize, batch-rename, or metadata-enrich PDF files in a folder. Activates on keywords like "rename PDFs", "organize papers", "batch rename PDFs", "rename papers by metadata", "pdf重命名", "文献整理".

knownasnaffy Bundle

Build and operate a QuarkPan-based backup + restore workflow for OpenClaw workspaces, including QR login, account UID binding guard, cloud upload, dry-run restore, and Lighthouse snapshot policy (manual create only, weekly prompt). Use when users ask to set up/secure Quark backup automation, recovery runbooks, or share this backup capability with other OpenClaw users.

knownasnaffy Bundle

Zero-LLM feedback learning system for OpenClaw agents. Detects user feedback (emoji reactions, text signals like "переделай"/"круто"), logs events, discovers recurring patterns, auto-promotes rules, and generates weekly reports. Use when setting up agent self-improvement, configuring feedback detection, or building a learning pipeline. Supports Russian and English. No API keys needed — runs entirely on shell scripts and Python.

knownasnaffy Bundle

Lead 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".

knownasnaffy Bundle

Create a 3-tier memory directory structure (HOT/WARM/COLD) for OpenClaw agents and configure the built-in memory-core plugin to use Google Gemini Embeddings 2 (gemini-embedding-2-preview) for semantic memory search. Creates memory/ directories and stub files only — no code execution or external API calls from the setup script. After setup, the agent's memory_search tool uses Gemini's cloud embedding API to index memory files. Requires a free Google Gemini API key. Use when setting up a new agent's memory system or asked about semantic memory search. Triggers on "set up memory", "memory setup", "agent memory", "gemini memory", "semantic search memory", "onboard new agent".

knownasnaffy Bundle

Install and configure headless Chrome for OpenClaw browser tool in environments without root/sudo access (cloud containers, VPS, sandboxed hosts). Use when: (1) browser tool fails with No supported browser found, (2) Chrome crashes with Page crashed or missing library errors, (3) setting up browser automation on a fresh server or container, (4) user asks to install or fix the browser for OpenClaw. NOT for macOS/Windows desktops with Chrome already installed, or Chrome extension relay setup.

knownasnaffy Bundle

Monitor VPS and server health metrics including real-time CPU usage, RAM utilization, disk usage, and Docker container status. Useful for DevOps monitoring, troubleshooting performance issues, and infrastructure health checks.

knownasnaffy Bundle

Collect and organize a personal knowledge base from URLs (web/X/WeChat) and screenshots. Use when the user says they want to save an URL, ingest a link, archive content to KB, tag/classify notes, store screenshots, or search their saved knowledge in Telegram. Supports WeChat via a connected macOS node when cloud fetch is blocked.

knownasnaffy Bundle

Turn a source image (or multi-color mask image) into a 3D-printable bas-relief STL by mapping colors (or grayscale) to heights. Use when you have an image from an image-gen skill (nano-banana-pro, etc.) and want a real, printable model (STL) via a deterministic pipeline.

knownasnaffy Bundle

Production-ready n8n workflow templates for AI agents. Deploy pre-built automations for webhooks, RSS monitoring, health checks, social metrics, and data backup. Includes deployment scripts and workflow management utilities. Use when: (1) Setting up n8n automations from templates, (2) Deploying workflows to n8n instances, (3) Managing active workflows via API.

knownasnaffy Bundle

Use when editing images with Alibaba Cloud Model Studio Qwen Image Edit models (qwen-image-edit, qwen-image-edit-plus, qwen-image-edit-max, qwen-image-2.0 series and snapshots). Use when modifying existing images (inpaint, replace, style transfer, local edits), preserving subject consistency, or documenting image edit request/response mappings.

knownasnaffy Bundle

Query Apple Health data exported as CSV files from iOS apps like Simple Health Export or Health Auto Export. Supports 30+ health metrics including heart rate, steps, sleep analysis, blood oxygen, workouts, body measurements, and more. Fully local — no cloud services, no API keys, no third-party data sharing. Use when users ask about their health data, fitness trends, sleep patterns, or want a daily health summary.

knownasnaffy Bundle

Edit images with Alibaba Cloud Model Studio Qwen Image Edit models (qwen-image-edit, qwen-image-edit-plus, qwen-image-edit-max and snapshots). Use when modifying existing images (inpaint, replace, style transfer, local edits), preserving subject consistency, or documenting image edit request/response mappings.

knownasnaffy Bundle

Automate Proxmox VE (PVE) virtual machine and container management tasks including VM lifecycle operations (create, start, stop, delete), template management, cloud-init configuration, plugin installation, and cluster operations. Use this skill whenever the user mentions Proxmox, PVE, VM management, container (LXC) operations, qemu, or virtualization automation.

knownasnaffy Bundle

Local text-to-speech using Piper for voice message delivery. Use when the user asks for voice responses, audio messages, TTS, text-to-speech, voice notes, or wants to hear something spoken aloud. Converts text to speech locally (no cloud APIs, no cost, no latency) and delivers as voice messages on Telegram, Discord, or any channel supporting audio.

knownasnaffy Bundle

Diagnose and fix OpenClaw cron job model override issues. Use when cron jobs show "not allowed, falling back to agent defaults" in logs, experience unexpected cloud token burn, have slow run times, or models aren't being applied correctly. Fixes agent model allowlist configuration.

knownasnaffy Bundle

Zero-LLM feedback learning system for OpenClaw agents. Detects user feedback (emoji reactions, text signals like "переделай"/"круто"), logs events, discovers recurring patterns, auto-promotes rules, and generates weekly reports. Use when setting up agent self-improvement, configuring feedback detection, or building a learning pipeline. Supports Russian and English. No API keys needed — runs entirely on shell scripts and Python.

knownasnaffy Bundle

High-performance containerized web scraper (Docker + Crawlee + Playwright). Use when user mentions any of these: 爬虫, 爬取, 抓取, 采集, 数据采集, 爬数据, 抓数据, 获取数据, scrape, crawl, extract, fetch data, pull data, 亚马逊, Amazon, ASIN, BSR, Best Sellers, 畅销榜, 热销榜, 新品榜, 飙升榜, 排行榜, 选品, 竞品分析, 竞品调研, 市场调研, 品类分析, 类目分析, 产品调研, 月销量, bought in past month, 销量, 评论数, 价格对比, YouTube, 视频字幕, 转录, transcript, 网页内容, 网站数据, 页面抓取, 动态页面, TikTok, Twitter, X, 社交媒体数据, 帖子内容, 关键词搜索, 搜索结果, search results, 产品详情, 产品信息, listing数据, listing分析, top 100, top sellers, 热门产品, 爆款, 跑量款, 价格带, 评分分布, review分析, 评论分析

knownasnaffy Bundle

Deploy websites and apps to clawdship.dev with zero signup. Use when user says "deploy", "host", "put this online", "publish site", "ship it", or wants to deploy a static site, Docker app, or any web project. Supports static sites and Dockerfile-based apps. No account needed — first deploy auto-creates everything.

knownasnaffy Bundle

Automated monthly photo-to-Mixtiles pipeline. Collects photos from a WhatsApp group, curates the best ones using vision, builds a multi-photo Mixtiles cart link, and sends it. Use when it's time for the monthly Mixtiles order, when asked to "run the monthly tiles", "collect family photos for tiles", or on the monthly cron trigger.

knownasnaffy Bundle

Local semantic message routing for multi-agent systems. Routes messages to the correct agent based on embeddings + keyword + context scoring. No external APIs, no cloud dependencies, works on ARM64. 100% accuracy on benchmark with domain-augmented embeddings and action verb stratification.

knownasnaffy Bundle

Automated backup to Proton Drive with age-based truncation — sync configs, memory files, content drafts, and media with configurable retention periods. Use when you need privacy-first cloud backup for AI workspaces. Requires Proton Drive desktop app.