AI & ML

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Translate SRT subtitle files into any target language using AI. Processes subtitles in batches to handle large files efficiently, preserves exact SRT format and timing, and outputs a new translated SRT file. Use this skill when the user wants to translate subtitles, translate an SRT file, dịch phụ đề, dịch file srt, translate movie subtitles, or asks to convert subtitles to another language. Triggers on phrases like "dịch phụ đề", "translate subtitles", "dịch file srt", "translate srt", "dịch sang tiếng Việt", or when user uploads/pastes an SRT file and asks for translation.

knownasnaffy Bundle

招聘 Agent 工具 - 创建、配置和管理 OpenClaw Agent。 参考 [agency-agents](https://github.com/msitarzewski/agency-agents) 的专业 agent 模板结构。 **当以下情况时使用此 Skill**: (1) 需要创建新的 Agent（如 Tim、Mike 等） (2) 需要为 Agent 配置飞书群绑定 (3) 需要复制现有 Agent 的配置模板 (4) 用户提到"招聘 agent"、"创建 agent"、"配置 agent" **核心文件**: - 自动化脚本：`~/.openclaw/workspace-recruiter/skills/agent-recruiter/scripts/recruit-agent.sh` - 模板目录：`~/.openclaw/workspace-recruiter/skills/agent-recruiter/templates/`

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Instant wallet intelligence for any EVM address. Know who you're dealing with before you interact. Wallet age, transaction history, token holdings, DeFi activity, risk flags, ENS resolution, and a Trust Score (0-100). Works across 21+ EVM chains. x402 USDC micropayments on Base.

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Ledger-informed persona lifecycle management. Replaces low-performing personas with successor personas derived from mistake patterns in board decision history, preserving adaptive governance over long-running automation. Reputation updates are computed by consensus-persona-engine.

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Trades 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.

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Build and analyze quantitative trading strategies. Input: asset, timeframe, parameters. Output: strategy logic, backtest signals, risk metrics, position sizing recommendations.

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AI-powered knowledge base builder that automatically captures, organizes, and retrieves information. Learns from conversations, documents, and interactions to build a personalized knowledge graph. Enables semantic search and intelligent Q&A.

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Track 3D printing filament inventory locally. Add spools, log usage, check stock levels, and generate spending reports. Use when: filament, spool, 3d print inventory, filament stock, what filament do I have, printing materials, filament vault, filament inventory, low stock filament.

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Credential Fixture Review

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Spawn 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.

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Stretching and flexibility reference — dynamic warm-ups, static holds, PNF techniques, and mobility routines. Use when designing warm-up protocols, improving flexibility, or preventing movement injuries.

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This skill converts WeChat Official Account (微信公众号) article pages into high-quality, clean Markdown format. It should be used when the user provides a WeChat article URL (mp.weixin.qq.com) and wants to convert, extract, save, or archive the article content as Markdown. Trigger phrases include "convert WeChat article", "微信文章转Markdown", "save this WeChat article", "extract article content", "抓取微信文章", "文章转MD", or when a mp.weixin.qq.com URL is provided.

knownasnaffy Bundle

Subscribe to Binance Spot public market streams through UXC raw WebSocket support for trades, book ticker, depth, and ticker events with stream-specific guardrails.

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Use this skill to initialize or update a multi-repo workspace created from dev-config-template. Invoke whenever the user wants to: set up a fresh workspace clone, fill in CLAUDE.md placeholders, clone sub-repos, configure dev environments, or sync workspace files with the latest template. Triggers on: "init workspace", "initialize", "set up my project", "configure workspace", "update template", "sync template", "update workspace", dev-config-template setup questions, or Chinese: 初始化工作区, 配置工作区, 更新工作区模板, 模板有更新吗. Do NOT trigger for: project scheduling, weekly reports, or individual git operations.

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Task continuity, session snapshots, and gateway restart recovery. Use when starting long-running tasks (register them), after gateway restart (check for interrupted tasks), or when user asks about task status/recovery. Trigger on "resume", "任务恢复", "重启后", "未完成任务", or before/after any multi-step operation.

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Inspect, validate, summarize, and troubleshoot GeoJSON files and payloads, including FeatureCollection checks, geometry counting, bbox generation, coordinate range review, and CRS-related safety guidance. Use when the user asks about GeoJSON, FeatureCollection, geometry validity, 坐标范围检查, bbox, GeoJSON summary, or GeoJSON debugging.

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Comprehensive kéfir batch management system with cycle tracking, intelligent reminders, grain health monitoring, and recipe management. Use when managing kéfir fermentation cycles, tracking grain health, calculating ratios, scheduling reminders, or maintaining fermentation records.

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Format for Anthropic API usage reports generated by anthropic-report.py. Use this skill when creating, modifying, or discussing the format of Anthropic proxy usage reports, CLI vs API tracking reports, or OpenClaw agent cost/usage reports. Also use when the user asks about report formatting, wants to change report output, or mentions anthropic-report.py.

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Amazon keyword research and market opportunity analysis for sellers. Retrieve autocomplete suggestions (long-tail keywords), analyze competitor landscape, and assess market opportunity for any keyword on 12 Amazon marketplaces (US/UK/DE/FR/IT/ES/JP/CA/AU/IN/MX/BR). No API key required. Make sure to use this skill whenever the user mentions Amazon product research, finding products to sell on Amazon, Amazon keyword ideas, niche analysis, competition analysis for Amazon, market opportunity on Amazon, comparing Amazon keywords, evaluating whether a product is worth selling, Amazon autocomplete data, seasonal demand for Amazon products, or anything related to researching what to sell on Amazon — even if they don't explicitly say 'keyword research'. Also trigger when the user asks vague questions like 'is this a good product to sell?', 'what's the competition like for X on Amazon?', 'should I sell X or Y?', or 'what are people searching for on Amazon?'.

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财富管理四阶段系统：财富积累(裂变获客/微利高频) → 财富增值(翻倍周期引擎) → 财富保全(信托/家族办公室/保险) → 财富传承(慈善基金/家族信托)。覆盖金融交易(价格运动三大定律)、风控纪律(数学三角K/P/L)、人生战略(三种算法路径A/B/C)。当用户讨论赚钱方法、投资策略、财富规划、复利增长、风险控制、交易技术、资产配置、家族信托、财富传承等主题时触发。

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ETF模拟交易回测系统。支持A股ETF日内交易策略的模拟交易与回测分析，包括BOLL、MACD、KDJ等技术指标组合判断，自动计算手续费、止损止盈、风险指标（最大回撤、夏普比率等）。适用于船舶ETF(560710)等标的的量化交易回测。当用户提及：ETF模拟交易、股票回测、量化交易策略回测、技术指标交易、回测分析、560710交易时触发此skill。

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Research a business website, produce a concise prospect report, recommend concrete OpenClaw use cases, and draft a tailored outreach email. Use when demonstrating OpenClaw to a business owner, preparing personalized prospecting materials from a website URL + contact email, or turning website research into an approval-gated email draft.

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Momentum-based trading skill for Simmer prediction markets. Detects probability momentum and divergence to generate YES/NO trades on Polymarket. Remixable — swap in your own signal source or combine with other indicators.

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客户清单分析工具。基于Shop API客户清单数据，快速查询不同类型客户的数量、试用情况汇总、导购匹配情况。 核心能力： 1. 客户类型分布统计（普通/潜在/意向/成交客户数量及占比） 2. 客户试用情况汇总（感兴趣商品数、试用商品数、试用后成交转化） 3. 导购匹配分析（各导购关联客户数、匹配失败数量及原因） 4. 客户明细列表查询（支持分页、筛选、导出） 数据源：POST /api/v1/customer/list 使用场景： - 晨会/周会快速查询客户情况 - 实时监控客户类型分布 - 导购客户分配检查 - 匹配失败客户处理 触发条件： - 用户查询客户清单（如"今天有多少意向客户"） - 用户统计客户类型（如"各类型客户占比多少"） - 用户检查导购匹配（如"有多少客户匹配失败"） - 用户查看客户试用情况（如"客户试用情况如何"）

knownasnaffy Bundle

Pre-flight step (required)

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Bidirectional sync between Obsidian PKM (human-friendly notes) and structured ontology (machine-queryable graph). Automatically extracts entities and relationships from markdown, maintains ontology graph, and provides feedback to improve note structure. Run sync every few hours via cron.

knownasnaffy Bundle

Make your OpenClaw agent portable and persistent. Version-controls SOUL.md, MEMORY.md, and all core knowledge files using git with automatic GitHub push — so your agent's identity, memory, and operating rules are backed up and can be restored on any machine by cloning the repo. Use whenever core knowledge files are modified to commit and push changes. Also use when asked to show history, diff a file, or revert a change. Watch your assistant evolve over time through its git history.

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Glyph viewer that renders the SGA geometric fingerprint of any data as a stunning multi-layer canvas visualization. Takes text, files, or raw bytes and produces living glyphs using the 84-class Sigmatics Geometric Algebra system (Cl₀,₇ ⊗ ℝ[ℤ₄] ⊗ ℝ[ℤ₃]) with Fano plane topology. Includes native Rust classifier integration (via kannaka-memory binary), constellation dashboard showing service health, share links for glyph exchange, and a radio perception bridge that converts audio features to classifiable bytes. Use when you need to visualize information geometry, inspect glyph structure, export glyph PNGs, or render the constellation's visual language. Single-file Node.js server — zero dependencies.

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Interpret Chanakya, Chanakya Niti, Arthashastra, and reliable historical/wiki-style summaries into modern practical guidance for systems, software, product building, career strategy, discipline, leadership, governance, and execution. Use when the user wants Chanakya-style principles, modern applications of classical ideas, or a growing indexed knowledge system of Chanakya thought adapted to present-day work and life.

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Analyze and validate SKILL.md files for best practices, common issues, and improvement suggestions. Use when reviewing a Skill, creating a new Skill, or when asked to check/audit/improve a SKILL.md file.

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Professional video editing and production skill. Covers trimming, transitions, color grading, subtitles, watermarks, speed changes, merging, format conversion, audio mixing, stabilization, green screen, Ken Burns, motion blur, face blur, audio ducking, screen capture, social media exports, and AI-powered video generation/restyling. Triggers on "edit video", "trim", "cut clip", "add subtitles", "color grade", "merge videos", "watermark", "slow motion", "timelapse", "video effects", "convert video", "video transition", "overlay", "caption", "burn subtitles", "stabilize", "green screen", "chroma key", "reverse video", "rotate video", "gif", "thumbnail", "social media video", "screen record", "face blur", "motion blur", "audio ducking", "split screen".

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Transforms casual or voice-transcribed user requests into precise, AI-optimized prompts. Handles mixed languages, vague input, and ambiguity. Reduces task execution time by 2-3x and improves accuracy by 40-60%. Applies prompt engineering best practices including persona assignment, few-shot examples, chain of thought, and prompt chaining.

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Comprehensive lighting industry factory guide for international buyers – provides detailed information about China's LED, smart, outdoor, automotive, and specialty lighting manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).

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Summarize podcast episodes into concise, actionable insights. Use when users want to get the key points from a podcast episode without listening to the entire audio. Supports audio files, URLs, RSS feeds, and podcast platform links.

knownasnaffy Bundle

Transcribe Bilibili videos to text with high accuracy using Whisper medium model. Use when the user provides a Bilibili video URL (BVxxxxx) and wants to: (1) Extract the complete audio content as text with high accuracy, (2) Get a detailed summary of the video content, (3) Save the transcript as a formatted TXT file instead of posting long text to Discord. Automatically detects CC subtitles if available, otherwise uses Whisper medium model with GPU acceleration. Output saves to 'Bilibili transcript' folder by default, includes video metadata, summary section, and full transcript in Simplified Chinese.

comeonoliver Skill

Hook Model Framework