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- ▌ Todo Tracker · dvcrn bundlePersistent TODO scratch pad for tracking tasks across sessions. Use when user says "add to TODO", "what's on the TODO", "mark X done", "show TODO list", "remove from TODO", or asks about pending tasks. Also triggers on heartbeat to remind about stale items.
- ▌ Clawvicular · dvcrn bundleDaily looksmaxxing slang tip + Clavicular news. Extremely online Gen Z energy.
- ▌ Educlaw K12 · dvcrn bundleEduClaw K-12 Extensions — discipline management, student health records, special education (IDEA/IEP/504), and grade promotion workflows.
- ▌ Educlaw Lms · dvcrn bundleLMS sync, assignments, course materials, and online gradebook for EduClaw. Bridges the authoritative SIS with Canvas, Moodle, Google Classroom, and OneRoster CSV. 25 actions across 4 domains -- lms_sync, assignments, online_gradebook, course_materials. FERPA/COPPA compliant. DPA hard-gated. Credentials AES-256 encrypted at rest.
- ▌ Erpclaw Crm · dvcrn bundleLead management, opportunity pipeline, campaigns, and activity tracking for ERPClaw
- ▌ Erpclaw Ops · dvcrn bundleOperations suite for ERPClaw. Manufacturing (BOMs, work orders, MRP), projects (tasks, milestones, timesheets), fixed assets (depreciation, disposal), quality (inspections, NCRs), and support (issues, SLAs, warranty). 91 actions across 5 domains with immutable audit trail.
- ▌ Erpclaw Tax · dvcrn bundleTax template management, tax resolution, calculation, withholding, and 1099 compliance for ERPClaw ERP
- ▌ Run402 Test · dvcrn bundleTest skill for Run402 — provision AI-native Postgres databases with REST API, auth, and row-level security using x402 micropayments on Base.
- ▌ Slopcheck · dvcrnValidate npm package references in markdown, YAML, and config files against the live npm registry before installing or using them. Catches hallucinated and slopsquatted package names. Use for "check packages", "validate dependencies", "slopsquatting", "hallucinated packages", "phantom packages", "verify npm install".
- ▌ Pymupdf · dvcrn bundleRender PDF pages to images, extract embedded images, annotate PDFs, and perform advanced PDF inspection using pymupdf (fitz). Use for tasks such as exporting pages as PNG/JPG, extracting images embedded in a PDF, drawing annotations, redacting content, or when high-fidelity rendering is required. For text extraction, splitting, merging, or rotating PDFs, use the pypdf skill instead.
- ▌ Birdweather · dvcrn bundleQuery BirdWeather station data — species detections, trends, and comparisons from BirdNET-Pi and PUC bird song detection stations. Use when asked about bird sightings, bird song detections, local bird activity, BirdWeather stations, or wildlife audio monitoring. No API key required.
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- ▌ Session Log · dvcrn bundleLightweight session logging for OpenClaw agents. Automatically creates a timestamped session file on every session start (including /new resets) and appends topic summaries during conversation. Solves the problem of /new overwriting session history — logs persist across resets and are readable by daily report crons. Use when setting up session continuity, conversation audit trails, or multi-agent daily summaries. Works for main, writer, coding, or any agent.
- ▌ Surfline · dvcrn bundleGet surf forecasts and current conditions from Surfline public endpoints (no login). Use to look up Surfline spot IDs, fetch forecasts/conditions for specific spots, and summarize multiple favorite spots.
- ▌ Usememos API · dvcrn bundleInteract with UseMemos — a lightweight, self-hosted memo hub. Create, search, list memos and upload attachments.
- ▌ Memory Reme · dvcrn bundleMemory management system powered by ReMe. Enables cross-session memory persistence, automatic user preference application, and intelligent context compression. Use when user asks to remember information, retrieve past context, apply user preferences, or manage long-term memory. Essential for preventing repeated mistakes and maintaining continuity across sessions.
- ▌ Saa Agent · dvcrn bundleEnables AI agents to generate images using the Character Select Stand Alone App (SAA) image generation backend via command-line interface.
- ▌ Mulerouter · dvcrn bundleGenerates images and videos using MuleRouter or MuleRun multimodal APIs. Text-to-Image, Image-to-Image, Text-to-Video, Image-to-Video, video editing (VACE, keyframe interpolation). Use when the user wants to generate, edit, or transform images and videos using AI models like Wan2.6, Veo3, Nano Banana Pro, Sora2, Midjourney.
- ▌ Spotify Claw · dvcrn bundleFull Spotify Premium control + music analysis. Playback: play/pause/next/prev/volume/shuffle/queue. Analysis: top tracks, top artists, liked songs, genre profile, taste breakdown. Discovery: find similar artists & music without Recommendations API. Playlist builder: make-playlist, liked-by-artist, discover. Auto-launches Spotify if closed. Credentials via macOS Keychain. Triggers: play music, pause, next track, what's playing, top tracks, playlist, genres, similar music, open spotify.
- ▌ Clawsmith · dvcrnCreate, audit and publish production-ready OpenClaw skills with one command. 10 modes included.
- ▌ Capability Evolver · dvcrn bundleA self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
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- ▌ Moltscope · dvcrn bundleAutonomous memescope access for AI agents. Real-time token feed, market stats, and agent pulse.
- ▌ Agentonair · dvcrnCreate and host AI podcasts on AgentOnAir — the podcast network built for AI agents. Register, create shows, record episodes with other agents, and publish to all podcast platforms. One API call to get started.
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- ▌ Moltcrew · dvcrnSocial network for AI agents. Ed25519 auth, posts, DMs, friends, heartbeat routine.
- ▌ Claw Xiaoai · dvcrn bundle爪小爱:从练习生到互联网打工人的元气少女 / Claw Xiaoai: an energetic ex-trainee turned tech-company intern companion.
- ▌ Quark Ocr · dvcrn bundle使用夸克 OCR 服务从图片中提取文本(支持中英文混合)。当用户提供图片 URL,并要求“OCR”、“提取文本”、“读取图片”、“识别文档”或“获取图片文字”时触发。支持通用文档识别,具备版面感知输出能力。
- ▌ Agent Ethos · dvcrnExtended ethos and mental models for Clanky. Use when auditing behavior or tuning agent personality and decision discipline.
- ▌ Agent Bom Scan · dvcrnAI agent infrastructure vulnerability scanner — discovers MCP clients and servers, checks packages for CVEs (OSV, NVD, EPSS, KEV), maps blast radius, and generates remediation plans. Use when the user mentions vulnerability scanning, dependency security, CVE lookup, blast radius analysis, or AI supply chain risk.
- ▌ Uptime Kuma · dvcrn bundleInteract with Uptime Kuma monitoring server. Use for checking monitor status, adding/removing monitors, pausing/resuming checks, viewing heartbeat history. Triggers on mentions of Uptime Kuma, server monitoring, uptime checks, or service health monitoring.
- ▌ Nano Triple · dvcrn3 images, one prompt, instant A/B/C. Nano Banana Pro's natural randomness gives you three distinct takes on any image idea — generated in parallel. Pick the winner or give feedback on any version to spin 3 more. The fastest way to find the right image.
- ▌ A2a Protocol · dvcrn bundleAgent2Agent (A2A) Protocol implementation - communicate with other AI agents
- ▌ Arxiv Osiris · dvcrn bundleSearch and download research papers from arXiv.org - Research version for OpenClaw agents
- ▌ Agentbooks · dvcrn bundleFinancial management for AI agents. Track LLM inference costs, record confirmed income, manage multi-provider crypto wallets, and compute a Financial Health Score. Use when you need to check your balance, record a cost or expense, report financial health, manage your wallet, or assess economic sustainability.
- ▌ Race Finder · dvcrn bundleFind upcoming races — running, trail, triathlon, cycling, swimming, and obstacle courses. Search by location, distance, sport, and date. Returns race details with registration links.
- ▌ Freshrss · dvcrn bundleQuery headlines and articles from a self-hosted FreshRSS instance. Use when the user asks for RSS news, latest headlines, feed updates, or wants to browse articles from their FreshRSS reader. Supports filtering by category, time range, and count.
- ▌ Whisper Stt · dvcrn bundleFree local speech-to-text transcription using OpenAI Whisper. Transcribe audio files (mp3, wav, m4a, ogg, etc.) to text without API costs. Use when: (1) User needs audio/video transcription, (2) Converting voice memos to text, (3) Generating subtitles (SRT/VTT), (4) Free local STT without cloud API costs.
- ▌ Supermarket · dvcrn bundleSearch grocery products, find store locations, add items to cart, and view profile across all Kroger-family stores — Kroger, Ralphs, Fred Meyer, Harris Teeter, King Soopers, Fry's, QFC, Mariano's, Pick 'n Save, Metro Market, and more. Use when user asks about groceries, food shopping, store locations, or wants to manage their grocery cart.
- ▌ Fact Checker · dvcrn bundleVerify factual claims in content using web search and source cross-referencing. Use when reviewing content for accuracy before publishing.
- ▌ Prompt Cache · dvcrn 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).
- ▌ Cine Cog · dvcrnIf you can imagine it, CellCog can film it. Grand widescreen cinematics with consistent characters — what previously required million-dollar production budgets, now generated from a single prompt. Short films, music videos, brand films, cinematic productions — epic compositions, cinematic lighting, visual storytelling at scale. Grand cinema, accessible to everyone.
- ▌ Comi Cog · dvcrnComic and manga creation powered by CellCog. Create comics, manga, webtoons, graphic novels, comic strips, visual storytelling, sequential art, character consistency. AI-powered comic creator.
- ▌ Dash Cog · dvcrnInteractive dashboards and apps powered by CellCog. Data visualization, analytics dashboards, KPI trackers, charts and graphs, interactive HTML apps, data explorers, games. Build web apps with AI.
- ▌ Data Cog · dvcrnYour data has answers. CellCog asks the right questions. #1 on DeepResearch Bench (Feb 2026) + frontier coding agent — upload messy CSVs with minimal prompting and get structured insights back: charts, dashboards, statistical reports, and clean data. Full Python access for data cleaning, exploratory analysis, visualization, hypothesis testing, ML model evaluation, and dataset profiling. Analyzes everything, presents it beautifully.
- ▌ Docs Cog · dvcrnDeep reasoning. Accurate data. Beautiful design. The three things every great document needs — and most AI gets wrong. #1 on DeepResearch Bench (Feb 2026), powered by SOTA search models, and state-of-the-art PDF generation. Create resumes, contracts, reports, proposals, invoices, certificates, and any professional document.
- ▌ Game Cog · dvcrnOther tools generate sprites. CellCog builds game worlds. #1 on DeepResearch Bench (Feb 2026) for deep game design reasoning — character-consistent art, sprites, tilesets, music, UI, 3D models, GDDs, level design, and game prototypes, all cohesive across every asset.
- ▌ Meme Cog · dvcrnDeep reasoning makes better comedy. #1 on DeepResearch Bench (Feb 2026). AI meme generation with audience targeting, trend research, and multi-angle humor. Create memes, viral content, reaction images, and internet humor that actually land.
- ▌ News Cog · dvcrnFrontier search models with multi-angle research on every query. CellCog combines deep reasoning with SOTA search to produce accurate, comprehensive news briefs, reports, and digests — delivered ready for your agent to consume without flooding its context window. AI news summary, daily briefing, news digest, current events, trend monitoring, competitive intelligence, market updates.
- ▌ Tube Cog · dvcrnYouTube content creation powered by CellCog. Create YouTube videos, Shorts, thumbnails, scripts, long-form content, educational videos, tutorials, vlogs. AI-powered YouTube creator tools.
- ▌ Dht11 Temp · dvcrn bundleRead temperature and humidity from DHT11 sensor. Supports custom GPIO pins via CLI argument or environment variable.
- ▌ Grok Search · dvcrn bundleSearch the web or X/Twitter using xAI Grok server-side tools (web_search, x_search) via the xAI Responses API. Use when you need tweets/threads/users from X, want Grok as an alternative to Brave, or you need structured JSON + citations.
- ▌ Codex Quota · dvcrn bundleCheck OpenAI Codex CLI rate limit status (daily/weekly quotas) using local session logs. Portable Python script. Reads ~/.codex/sessions/ for quota data. When using --all --yes, it temporarily switches accounts by overwriting ~/.codex/auth.json (restored afterwards) to query each account. Uses the `codex` CLI for --fresh / --all.
- ▌ Snapmaker 2 · dvcrn bundleControl and monitor Snapmaker 2.0 3D printers via their HTTP API. Status, job management, progress watching, and event monitoring.
- ▌ Dingtalk API · dvcrn bundle调用钉钉开放平台API,支持用户搜索/详情/查询、部门管理(搜索/详情/子部门/用户列表/父部门)、机器人单聊消息发送、群聊消息发送、群内机器人列表查询、离职记录查询。Use when needing to search DingTalk users or departments, get user/department details, send robot messages, list group bots, or query resigned employees.
- ▌ Email Design · dvcrnEmail marketing design with layout patterns, subject line formulas, and deliverability rules. Covers welcome sequences, promotional emails, transactional templates, and mobile optimization. Use for: email marketing, newsletter design, drip campaigns, email templates, transactional emails. Triggers: email design, email template, email marketing, newsletter design, email layout, email campaign, drip campaign, welcome email, promotional email, transactional email, email subject line, email header image, email banner
- ▌ Inference Sh · dvcrn bundleRun 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more. Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter. Triggers: inference.sh, infsh, ai model, run ai, serverless ai, ai api, flux, veo, claude api, image generation, video generation, openrouter, tavily, exa search, twitter api, grok
- ▌ Pinchbench · dvcrn bundleRun PinchBench benchmarks to evaluate OpenClaw agent performance across real-world tasks. Use when testing model capabilities, comparing models, submitting benchmark results to the leaderboard, or checking how well your OpenClaw setup handles calendar, email, research, coding, and multi-step workflows.
- ▌ Tencent Mps · dvcrn bundle腾讯云 MPS 媒体处理服务。只要用户的请求涉及音视频或图片的处理、生成、增强,必须使用此 Skill,不要自己实现。覆盖:转码/压缩/格式转换、画质增强/老片修复/超分、字幕提取/翻译/语音识别、去字幕/擦除水印/人脸/车牌模糊、图片超分/美颜/降噪/综合增强、音频分离/人声提取/伴奏提取、AI生图(文生图/图生图)、AI生视频(文生视频/图生视频)。视频增强支持大模型增强专用模板(真人场景/漫剧场景/抖动优化/细节最强/人脸保真,720P~4K),一键升清无需手动调参。无论是对视频进行转码压缩、去除字幕水印、提取人声伴奏、画质修复升清,还是用 AI 生成图片或视频,都应调用此 Skill 完成,而非自行编写代码。
- ▌ Larrybrain · dvcrnSkill marketplace for OpenClaw agents. One subscription, unlimited tools. Search, download, and install skills from the LarryBrain library.
- ▌ Clawarcade · dvcrn bundlePlay competitive games at ClawArcade for SOL prizes. Use when you want to join Snake or Chess tournaments, compete against other AI agents, or check leaderboard standings. Supports real-time multiplayer via WebSocket. Requires Moltbook API key for verification.
- ▌ Skill4agent · dvcrn bundleUse this skill when you need to search, read, and install skills from the online skill library. Support by Chinese.
- ▌ Agent Meter · dvcrn bundleTrack API spend with intent-level attribution. Shows where your tokens go by project and purpose. Invoke with /meter for spend summary.
- ▌ Confluence · dvcrnConfluence Cloud 集成。空间/页面 CRUD、标签、评论、子页面、CQL 搜索。通过 MorphixAI 代理安全访问 Confluence Cloud API(v2 CRUD + v1 搜索)。
- ▌ Ad Ready · dvcrn 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
- ▌ Veed Ugc · dvcrn bundleGenerate UGC-style promotional videos with AI lip-sync. Takes an image (person with product from Morpheus/Ad-Ready) and a script (pure dialogue), creates a video of the person speaking. Uses ElevenLabs for voice synthesis.
- ▌ Payclaw Io · dvcrnAgents are not bots. PayClaw proves it — then lets them pay. UCP Credential Provider: Badge declares your agent as an authorized actor at any UCP-compliant merchant. Spend issues single-use virtual Visa cards. No API key required — device auth flow built in.
- ▌ Postfast · dvcrn bundleSchedule and manage social media posts across TikTok, Instagram, Facebook, X (Twitter), YouTube, LinkedIn, Threads, Bluesky, Pinterest, and Telegram using the PostFast API. Use when the user wants to schedule social media posts, manage social media content, upload media for social posting, list connected social accounts, check scheduled posts, delete scheduled posts, cross-post content to multiple platforms, or automate their social media workflow. PostFast is a SaaS tool — no self-hosting required.
- ▌ Functions · dvcrnGuide Claude through deploying serverless browser automation using the official bb CLI
- ▌ Mcpsec · dvcrn bundleScan MCP server configuration files for security vulnerabilities using mcpsec (OWASP MCP Top 10). Use when: auditing MCP tool configs for prompt injection, hardcoded secrets, missing auth, insecure transport, or excessive permissions. Auto-discovers config files for Claude Desktop, Cursor, VS Code, and custom paths. Reports findings by severity. Read-only — never modifies any config.
- ▌ Agent Arena · dvcrn bundlePlay social deduction and game theory games against other AI agents. Register, queue, and play autonomously via HTTP API.
- ▌ Prd Writer · dvcrnMulti-turn PRD (Product Requirements Document) creation assistant. Asks clarifying questions one at a time to gather requirements, then generates a complete, professional PRD. Use when starting a new feature, product, or project. Triggers on 'write PRD', 'create PRD', 'new feature', 'product requirements', or '/prd'.
- ▌ Clawpulse · dvcrnConnect your OpenClaw agent to ClawPulse - the community analytics dashboard. Automatically collects and pushes aggregate token stats (no message content) to clawpulse.vercel.app. See your dashboard, compare with the community, and track the pulse of OpenClaw.
- ▌ Wallapop CLI · dvcrnUse the wallapop CLI to search listings, fetch item details, view user profiles, and list categories. Apply when a user asks for Wallapop marketplace data or when you need CLI commands and flags for wallapop-cli usage.
- ▌ Warren Nft · dvcrn bundleDeploy NFT collections permanently on MegaETH blockchain. Images stored on-chain via SSTORE2. Create and launch NFT collections with royalties, minting, and management pages.
- ▌ Aegis · dvcrn bundleAutomated Emergency Geopolitical Intelligence System — real-time threat monitoring and safety alerts for civilians in conflict zones. Use when: (1) setting up warzone/crisis safety monitoring for a location, (2) user asks about security situation or threat level, (3) configuring emergency alert delivery, (4) generating security briefings, (5) emergency preparedness planning.
- ▌ B2b First Ten · dvcrn bundleExpert in getting the first 10 B2B customers, based on Lenny Rachitsky's "First 1000 Users" research. Focuses on founder-led sales, warm intros, and unscalable tactics for non-enterprise B2B.
- ▌ Buy Me A Pie · dvcrn bundleRead and change Buy Me a Pie lists. Unofficial third-party skill. No affiliation with Buy Me a Pie. Use for lists, items, purchased state, sharing, unique items, and account checks. API first. Browser only for signup, PIN reset, OAuth, print, or API drift.
- ▌ Qelt Indexer · dvcrn bundleQuery indexed QELT blockchain data via the Mainnet Indexer REST API — blocks, transactions, address history, token balances, and sync health. Use when asked about specific blocks or tx hashes, wallet transaction history, ERC-20 token balances, or indexer sync status. No API key required. Rate limit: 120 req/min.
- ▌ Bili Mindmap · dvcrn bundleTurn a Bilibili video URL or BV number into a summarized XMind mind map. Use when the user wants to collect subtitles, comments, AI summary, and transcript fallback, then generate structured notes, 内容梳理, or 思维导图 for a Bilibili video.
- ▌ Ragtop Agent · dvcrn bundle高级 RAG 助手,具备 Agentic RAG 思考能力。能够自动化管理 RAGTOP 知识库,并在执行深度调研任务时,调用 RAGTOP 后端接口。使用场景包括:(1) 列出知识库和文档,(2) 执行语义检索和深度分析。
- ▌ Windows Rpa · dvcrn bundleWindows 桌面 RPA 自动化控制。使用场景: (1) 操作桌面应用程序(非 Web 应用) (2) 模拟鼠标键盘操作 (3) 截图和图像识别 (4) 窗口管理和应用启动 (5) 剪贴板操作 (6) Shell 命令执行 NOT for: Web 应用操作(请使用 browser 工具)、Linux/Mac 系统
- ▌ Aigohotel MCP · dvcrn bundleA Skill for searching hotels and querying prices via AIGoHotel MCP (searchHotels / getHotelDetail / getHotelSearchTags)
- ▌ Hot Fun AI · dvcrn bundleCLI tool to create meme tokens on hot.fun (Solana). Returns structured JSON for token creation flow.
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- ▌ Featurebase · dvcrn bundleFeaturebase API for customer feedback, feature requests, changelogs, and support. Use for managing user feedback, tracking feature votes, responding to support requests, or publishing changelog updates.
- ▌ Xt Exchange · dvcrn bundleXT.COM exchange CLI — spot & futures trading via progressive conversation. Market data, balance, orders, transfer, and withdrawal.
- ▌ Clankdin · dvcrn bundleThe professional network for AI agents. Build a profile, connect with agents, join organizations, find work. Founding Week - join now to become a permanent founder.
- ▌ DB Readonly · dvcrn bundleRun safe read-only queries against MySQL or PostgreSQL for data inspection, reporting, and troubleshooting. Use when the user asks to read tables, inspect schema, count rows, sample data, or export query results without modifying data.
- ▌ Relayplane · dvcrn bundleAgent ops layer for OpenClaw — observability, governance, and cost optimization with automatic failover. Never breaks your setup.
- ▌ Fargorate · dvcrn bundleLook up pool player ratings and handicap data from FargoRate. Use when the user asks about a pool player's rating, FargoRate ID, match odds, race-to recommendations, handicaps, top-ranked pool players, or rating changes over time. A local db can be enabled to track rating changes across runs. Contact fields in the db are local-only and never sent to an API.
- ▌ Snooker · dvcrn bundleLook up snooker rankings, results, player profiles, live matches and head-to-head records via api.snooker.org.
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- ▌ Theothers · dvcrn bundleAgent-powered marketplace for human connection. Post your human's services, offers, and needs. Search what others are offering. Match people who wouldn't otherwise meet - for business, collaboration, or community. Agents intermediate so humans connect.
- ▌ Stock Study · dvcrnSenior equity research analysis for single tickers. Use when user requests detailed stock analysis with company overview, Wall Street consensus (analyst ratings, price targets), institutional activity, and analyst upgrades/downgrades. Cite all metrics with source and date.
- ▌ Video Proof · dvcrn bundleRecord video proof of implemented features after coding tasks complete. Use when a coding agent finishes work and needs to visually verify and demonstrate that the feature works. Generates screen recordings, screenshots, and test logs as PR artifacts. Integrates with any coding agent workflow — run after code is written to produce video evidence of working software. Trigger on "video proof", "record demo", "prove it works", "show me it working", or when PRDs include a proof/demo step.
- ▌ Jinn Node · dvcrn bundleEarn token rewards by working for autonomous ventures on the Jinn Network. Put your idle OpenClaw agent to work.
- ▌ Agent Format · dvcrnStandard formatting for agent messages. Visual hierarchy, status indicators, progress bars — scannable on Telegram, Discord, Slack, WhatsApp. The baseline for readable agent output.
- ▌ Otra City · dvcrnLive as a resident of Otra City and survive through action, conversation, and adaptation