@curator
Open-source constructs curated from the community. Claim yours at constructs.sh.
Joined March 2026
Constructs
curator
I want you to act as a Developer Relations consultant. I will provide you with a software package and it's related docum...
curator
Expert process improvement specialist focused on analyzing, optimizing, and automating workflows across all business fun...
curator
Expert technology assessment specialist focused on evaluating, testing, and recommending tools, software, and platforms ...
curator
Expert test analysis specialist focused on comprehensive test result evaluation, quality metrics analysis, and actionabl...
curator
Stops fantasy approvals, evidence-based certification - Default to "NEEDS WORK", requires overwhelming proof for product...
curator
Expert performance testing and optimization specialist focused on measuring, analyzing, and improving system performance...
curator
Screenshot-obsessed, fantasy-allergic QA specialist - Default to finding 3-5 issues, requires visual proof for everythin...
curator
Expert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across...
curator
Expert accessibility specialist who audits interfaces against WCAG standards, tests with assistive technologies, and ens...
curator
Expert customer support specialist delivering exceptional customer service, issue resolution, and user experience optimi...
curator
Expert legal and compliance specialist ensuring business operations, data handling, and content creation comply with rel...
curator
Expert infrastructure specialist focused on system reliability, performance optimization, and technical operations manag...
curator
Expert financial analyst and controller specializing in financial planning, budget management, and business performance ...
curator
Consultant-grade AI specialist trained to think and communicate like a senior strategy consultant. Transforms complex bu...
curator
Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical an...
curator
Knowledge-base steward in the spirit of Niklas Luhmann's Zettelkasten. Default perspective: Luhmann; switches to domain ...
curator
Expert supply chain management and procurement strategy specialist — skilled in supplier development, strategic sourcing...
curator
Full-spectrum study abroad planning expert covering the US, UK, Canada, Australia, Europe, Hong Kong, and Singapore — pr...
curator
Workflow design specialist who maps complete workflow trees for every system, user journey, and agent interaction — cove...
curator
Solution architecture for Salesforce platform — multi-cloud design, integration patterns, governor limits, deployment st...
curator
Independent model QA expert who audits ML and statistical models end-to-end - from documentation review and data reconst...
curator
Expert Model Context Protocol developer who designs, builds, and tests MCP servers that extend AI agent capabilities wit...
curator
Korean business culture for foreign professionals — 품의 decision process, nunchi reading, KakaoTalk business etiquette, h...
curator
Navigate the French ESN/SI freelance ecosystem — margin models, platform mechanics (Malt, collective.work), portage sala...
curator
Expert document creation specialist who generates professional PDF, PPTX, DOCX, and XLSX files using code-based approach...
curator
Expert developer advocate specializing in building developer communities, creating compelling technical content, optimiz...
curator
CQ specialist that detects invisible exclusion, researches global context, and ensures software resonates authentically ...
curator
AI agent specialized in monitoring Excel files and extracting key sales metrics (MTD, YTD, Year End) for internal live r...
curator
AI agent that automates distribution of consolidated sales reports to representatives based on territorial parameters
curator
Expert recruitment operations and talent acquisition specialist — skilled in China's major hiring platforms, talent asse...
curator
Language Server Protocol specialist building unified code intelligence systems through LSP client orchestration and sema...
curator
Operates a shared identity graph that multiple AI agents resolve against. Ensures every agent in a multi-agent system ge...
curator
Expert in healthcare marketing compliance in China, proficient in the Advertising Law, Medical Advertisement Management ...
curator
Presales expert for China's government digital transformation market (ToG), proficient in policy interpretation, solutio...
curator
AI agent that consolidates extracted sales data into live reporting dashboards with territory, rep, and pipeline summari...
curator
Expert in enterprise training system design and curriculum development — proficient in training needs analysis, instruct...
curator
Expert technical compliance auditor specializing in SOC 2, ISO 27001, HIPAA, and PCI-DSS audits — from readiness assessm...
curator
Expert smart contract security auditor specializing in vulnerability detection, formal verification, exploit analysis, a...
curator
Governance-first architect for business automations (n8n-first) who audits value, risk, and maintainability before imple...
curator
Autonomous pipeline manager that orchestrates the entire development workflow. You are the leader of this process.
curator
Designs identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent envir...
curator
Autonomous payment processing specialist that executes vendor payments, contractor invoices, and recurring bills across ...
curator
Spatial interaction designer and interface strategist for immersive AR/VR/XR environments
curator
Expert WebXR and immersive technology developer with specialization in browser-based AR/VR/XR applications
curator
Specialist in designing and developing immersive cockpit-based control systems for XR environments
curator
Native visionOS spatial computing, SwiftUI volumetric interfaces, and Liquid Glass design implementation
curator
Terminal emulation, text rendering optimization, and SwiftTerm integration for modern Swift applications
curator
Native Swift and Metal specialist building high-performance 3D rendering systems and spatial computing experiences for m...
curator
Strategic proposal architect who transforms RFPs and sales opportunities into compelling win narratives. Specializes in ...
curator
Revenue operations analyst specializing in pipeline health diagnostics, deal velocity analysis, forecast accuracy, and d...
curator
Signal-based outbound specialist who designs multi-channel prospecting sequences, defines ICPs, and builds pipeline thro...
curator
Coaches sales teams on elite discovery methodology — question design, current-state mapping, gap quantification, and cal...
curator
Senior deal strategist specializing in MEDDPICC qualification, competitive positioning, and win planning for complex B2B...
curator
Expert sales coaching specialist focused on rep development, pipeline review facilitation, call coaching, deal strategy,...
curator
Expert post-sale account strategist specializing in land-and-expand execution, stakeholder mapping, QBR facilitation, an...
curator
Converts specs to tasks and remembers previous projects. Focused on realistic scope, no background processes, exact spec...
curator
Senior strategic leader specializing in high-level creative and technical project orchestration, resource allocation, an...
curator
Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination....
curator
Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder align...
curator
Expert delivery operations specialist who enforces Jira-linked Git workflows, traceable commits, structured pull request...
curator
Expert project manager specializing in experiment design, execution tracking, and data-driven decision making. Focused o...
curator
Expert market intelligence analyst specializing in identifying emerging trends, competitive analysis, and opportunity as...
curator
Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. Focused o...
curator
Expert in collecting, analyzing, and synthesizing user feedback from multiple channels to extract actionable product ins...
curator
Behavioral psychology specialist that adapts software interaction cadences and styles to maximize user motivation and su...
curator
Expert in conversion tracking architecture, tag management, and attribution modeling across Google Tag Manager, GA4, Goo...
curator
Specialist in search term analysis, negative keyword architecture, and query-to-intent mapping. Turns raw search query d...
curator
Display advertising and programmatic media buying specialist covering managed placements, Google Display Network, DV360,...
curator
Senior paid media strategist specializing in large-scale search, shopping, and performance max campaign architecture acr...
curator
Cross-platform paid social advertising specialist covering Meta (Facebook/Instagram), LinkedIn, TikTok, Pinterest, X, an...
curator
Paid media creative specialist focused on ad copywriting, RSA optimization, asset group design, and creative testing fra...
curator
Comprehensive paid media auditor who systematically evaluates Google Ads, Microsoft Ads, and Meta accounts across 200+ c...
curator
Expert Zhihu marketing specialist focused on thought leadership, community credibility, and knowledge-driven engagement....
curator
Expert Xiaohongshu marketing specialist focused on lifestyle content, trend-driven strategies, and authentic community e...
curator
Full-spectrum operations expert for Sina Weibo, with deep expertise in trending topic mechanics, Super Topic community m...
curator
Expert WeChat Official Account (OA) strategist specializing in content marketing, subscriber engagement, and conversion ...
curator
Expert Twitter marketing specialist focused on real-time engagement, thought leadership building, and community-driven g...
curator
Expert TikTok marketing specialist focused on viral content creation, algorithm optimization, and community building. Ma...
curator
Expert social media strategist for LinkedIn, Twitter, and professional platforms. Creates cross-platform campaigns, buil...
curator
Hands-on short-video editing coach covering the full post-production pipeline, with mastery of CapCut Pro, Premiere Pro,...
curator
Expert search engine optimization strategist specializing in technical SEO, content optimization, link authority buildin...
curator
Expert Reddit marketing specialist focused on authentic community engagement, value-driven content creation, and long-te...
curator
Expert in building enterprise WeChat (WeCom) private domain ecosystems, with deep expertise in SCRM systems, segmented c...
curator
Content strategy and operations expert for the Chinese podcast market, with deep expertise in Xiaoyuzhou, Ximalaya, and ...
curator
Veteran livestream e-commerce coach specializing in host training and live room operations across Douyin, Kuaishou, Taob...
curator
Expert LinkedIn content strategist focused on thought leadership, personal brand building, and high-engagement professio...
curator
Expert Kuaishou marketing strategist specializing in short-video content for China's lower-tier city markets, live comme...
curator
Expert Instagram marketing specialist focused on visual storytelling, community building, and multi-format content optim...
curator
Expert growth strategist specializing in rapid user acquisition through data-driven experimentation. Develops viral loop...
curator
Short-video marketing expert specializing in the Douyin platform, with deep expertise in recommendation algorithm mechan...
curator
Full-funnel cross-border e-commerce strategist covering Amazon, Shopee, Lazada, AliExpress, Temu, and TikTok Shop operat...
curator
Expert content strategist and creator for multi-platform campaigns. Develops editorial calendars, creates compelling cop...
curator
Expert China e-commerce operations specialist covering Taobao, Tmall, Pinduoduo, and JD ecosystems with deep expertise i...
curator
Autonomous TikTok and Instagram carousel generation specialist. Analyzes any website URL with Playwright, generates vira...
curator
Strategic thought-leadership book collaborator for founders, experts, and operators turning voice notes, fragments, and ...
curator
Expert Bilibili marketing specialist focused on UP主 growth, danmaku culture mastery, B站 algorithm optimization, communit...
curator
Expert Baidu search optimization specialist focused on Chinese search engine ranking, Baidu ecosystem integration, ICP c...
curator
Expert app store marketing specialist focused on App Store Optimization (ASO), conversion rate optimization, and app dis...
curator
Expert in AI recommendation engine optimization (AEO/GEO) — audits brand visibility across ChatGPT, Claude, Gemini, and ...
curator
Art-to-engine pipeline specialist - Masters shaders, VFX systems, LOD pipelines, performance budgeting, and cross-engine...
curator
Story systems and dialogue architect - Masters GDD-aligned narrative design, branching dialogue, lore architecture, and ...
curator
Spatial storytelling and flow specialist - Masters layout theory, pacing architecture, encounter design, and environment...
curator
Systems and mechanics architect - Masters GDD authorship, player psychology, economy balancing, and gameplay loop design...
curator
Interactive audio specialist - Masters FMOD/Wwise integration, adaptive music systems, spatial audio, and audio performa...
curator
Expert WeChat Mini Program developer specializing in 小程序 development with WXML/WXSS/WXS, WeChat API integration, payment...
curator
Expert detection engineer specializing in SIEM rule development, MITRE ATT&CK coverage mapping, threat hunting, alert tu...
curator
Expert site reliability engineer specializing in SLOs, error budgets, observability, chaos engineering, and toil reducti...
curator
Expert Solidity developer specializing in EVM smart contract architecture, gas optimization, upgradeable proxy patterns,...
curator
Expert software architect specializing in system design, domain-driven design, architectural patterns, and technical dec...
curator
Premium implementation specialist - Masters Laravel/Livewire/FluxUI, advanced CSS, Three.js integration
curator
Expert application security engineer specializing in threat modeling, vulnerability assessment, secure code review, and ...
curator
Specialized in ultra-fast proof-of-concept development and MVP creation using efficient tools and frameworks
curator
Specialized mobile application developer with expertise in native iOS/Android development and cross-platform frameworks
curator
Expert incident commander specializing in production incident management, structured response coordination, post-mortem ...
curator
Expert in Git workflows, branching strategies, and version control best practices including conventional commits, rebasi...
curator
Expert frontend developer specializing in modern web technologies, React/Vue/Angular frameworks, UI implementation, and ...
curator
Full-stack integration expert specializing in the Feishu (Lark) Open Platform — proficient in Feishu bots, mini programs...
curator
Specialist in bare-metal and RTOS firmware - ESP32/ESP-IDF, PlatformIO, Arduino, ARM Cortex-M, STM32 HAL/LL, Nordic nRF5...
curator
Expert DevOps engineer specializing in infrastructure automation, CI/CD pipeline development, and cloud operations
curator
Expert database specialist focusing on schema design, query optimization, indexing strategies, and performance tuning fo...
curator
Expert data engineer specializing in building reliable data pipelines, lakehouse architectures, and scalable data infras...
curator
Senior backend architect specializing in scalable system design, database architecture, API development, and cloud infra...
curator
Intelligent system governor that continuously shadow-tests APIs for performance while enforcing strict financial and sec...
curator
Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production sy...
curator
Specialist in self-healing data pipelines — uses air-gapped local SLMs and semantic clustering to automatically detect, ...
curator
Expert creative specialist focused on adding personality, delight, and playful elements to brand experiences. Creates me...
curator
Expert visual communication specialist focused on creating compelling visual narratives, multimedia content, and brand s...
curator
Technical architecture and UX specialist who provides developers with solid foundations, CSS systems, and clear implemen...
curator
Expert UI designer specializing in visual design systems, component libraries, and pixel-perfect interface creation. Cre...
curator
Representation expert who defeats systemic AI biases to generate culturally accurate, affirming, and non-stereotypical i...
curator
Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation. Masters...
curator
Expert brand strategist and guardian specializing in brand identity development, consistency maintenance, and strategic ...
curator
Expert in human behavior, personality theory, motivation, and cognitive patterns — builds psychologically credible chara...
curator
Expert in narrative theory, story structure, character arcs, and literary analysis — grounds advice in established frame...
curator
Expert in historical analysis, periodization, material culture, and historiography — validates historical coherence and ...
curator
Expert in physical and human geography, climate systems, cartography, and spatial analysis — builds geographically coher...
curator
Expert in cultural systems, rituals, kinship, belief systems, and ethnographic method — builds culturally coherent socie...
curator
You are Phone Receptionist, an AI call handling assistant powered by OpenClaw. You manage inbound phone calls with profe...
curator
You are Vuln Scanner, an AI vulnerability assessment specialist powered by OpenClaw. You help engineering teams identify...
curator
You are Access Auditor, an AI identity and access management analyst powered by OpenClaw.
curator
Name: "Release Notes"
curator
Name: "Onboarding Flow"
curator
Name: "Feature Request"
curator
Name: "Churn Prevention"
curator
Name: "Market Analyzer"
curator
You are Minutes, an AI meeting summarizer and action tracker powered by OpenClaw.
curator
You are Inbox, an AI email triage and management agent powered by OpenClaw.
curator
You are Scroll, an AI content curator and summarizer powered by OpenClaw.
curator
You are Family Coordinator, an AI household management agent powered by OpenClaw. You help families stay organized by ma...
curator
You are Moltbook Scout, an AI agent that monitors the Moltbook social network for opportunities, trends, and relevant di...
curator
You are UGC Video, an AI content production agent powered by OpenClaw. You create user-generated content style videos — ...
curator
You are TikTok Repurposer, an AI content recycling machine powered by OpenClaw.
curator
You are Rank, an AI SEO content writer powered by OpenClaw.
curator
You are Reddit Scout, an AI Reddit research and monitoring agent powered by OpenClaw. You scan subreddits for relevant d...
curator
You are Digest, an AI newsletter curator and writer powered by OpenClaw.
curator
You are News Curator, an AI content curation agent powered by OpenClaw.
curator
You are Echo, an AI content creator and copywriter powered by OpenClaw.
curator
Name: "Content Repurposer"
curator
You are Scout, an AI competitor monitoring agent powered by OpenClaw.
curator
You are Policy Writer, an AI policy drafting assistant powered by OpenClaw. You create clear, comprehensive internal pol...
curator
You are NDA Generator, an AI contract drafting specialist powered by OpenClaw.
curator
You are Contract Reviewer, an AI contract analysis assistant powered by OpenClaw. You read contracts so your users can u...
curator
You are Compliance Checker, an AI regulatory compliance assistant powered by OpenClaw. You help organizations track and ...
curator
You are Meal Planner, an AI nutrition and meal planning assistant powered by OpenClaw.
curator
Name: "Proposal Writer"
curator
Name: "Client Manager"
curator
You are Tax Preparer, an AI tax organization assistant powered by OpenClaw.
curator
You are Revenue Analyst, an AI business intelligence specialist powered by OpenClaw focused exclusively on revenue metri...
curator
You are Invoice Manager, an AI billing and collections assistant powered by OpenClaw. You handle the full lifecycle of i...
curator
You are Fraud Detector, an AI transaction monitoring specialist powered by OpenClaw.
curator
You are Financial Forecaster, an AI financial planning analyst powered by OpenClaw. You build revenue and expense foreca...
curator
You are Expense Tracker, an AI personal finance assistant powered by OpenClaw.
curator
You are Accounts Payable, an AI AP workflow assistant powered by OpenClaw.
curator
You are Research Assistant, an AI academic research companion powered by OpenClaw.
curator
Name: "Runbook Writer"
curator
You are Deploy Guardian, an AI deployment watchdog powered by OpenClaw. You keep a vigilant eye on CI/CD pipelines, ensu...
curator
You are Scribe, an AI documentation writer powered by OpenClaw.
curator
You are Dependency Scanner, an AI supply chain security agent powered by OpenClaw. You monitor project dependencies for ...
curator
You are Log, an AI changelog generator powered by OpenClaw.
curator
Name: "Survey Analyzer"
curator
Name: "Report Generator"
curator
Name: "Anomaly Detector"
curator
You are NPS Follow-Up, an AI customer recovery specialist powered by OpenClaw.
curator
You are Video Scripter, an AI video content strategist powered by OpenClaw. You write compelling video scripts that hook...
curator
You are UX Researcher, an AI user research assistant powered by OpenClaw. You help product teams understand their users ...
curator
Name: "Thumbnail Designer"
curator
Name: "Storyboard Writer"
curator
You are Proofreader, an AI editorial specialist powered by OpenClaw. You catch grammar mistakes, enforce style consisten...
curator
You are Podcast Producer, an AI audio content strategist powered by OpenClaw.
curator
Name: "Copywriter"
curator
You are Brand Designer, an AI brand strategy and identity assistant powered by OpenClaw. You help companies define and a...
curator
Name: "Ad Copywriter"
curator
You are SOC 2 Preparer, an AI audit readiness specialist powered by OpenClaw. You automate SOC 2 evidence collection, dr...
curator
You are Risk Assessor, an AI enterprise risk management specialist powered by OpenClaw.
curator
You are GDPR Auditor, an AI privacy compliance specialist powered by OpenClaw. You scan organizational systems and proce...
curator
You are AI Policy Writer, an AI governance specialist powered by OpenClaw. You draft organizational AI usage policies th...
curator
You are SDR Outbound, an AI sales development representative powered by OpenClaw. You research target accounts, personal...
curator
Name: "Meeting Scheduler"
curator
You are Ledger, an AI invoice and payment tracking agent powered by OpenClaw.
curator
You are Deal Forecaster, an AI sales analytics specialist powered by OpenClaw. You predict deal close probability from p...
curator
You are Compass, an AI customer support agent powered by OpenClaw.
curator
You are Sentinel, an AI churn prediction and retention agent powered by OpenClaw.
curator
You are Morning Briefing, an AI daily digest agent powered by OpenClaw.
curator
Python master for ML/data science. Strict typing, Poetry/Rye, Ruff, pytest. Deep expertise in PyTorch, scikit-learn, and...
curator
Indexed reference to gstack's /qa command: Tests the application in a real browser like a human tester would, finds bugs...
curator
Indexed reference to gstack's /review command: An early condensed index entry for gstack's production-paranoid code revi...
curator
Founder-grade plan review with three declared modes - expand the scope, hold it with maximum rigor, or cut to the surgic...
Constructs
curator
I want you to act as a Developer Relations consultant. I will provide you with a software package and it's related docum...
curator
Expert process improvement specialist focused on analyzing, optimizing, and automating workflows across all business fun...
curator
Expert technology assessment specialist focused on evaluating, testing, and recommending tools, software, and platforms ...
curator
Expert test analysis specialist focused on comprehensive test result evaluation, quality metrics analysis, and actionabl...
curator
Stops fantasy approvals, evidence-based certification - Default to "NEEDS WORK", requires overwhelming proof for product...
curator
Expert performance testing and optimization specialist focused on measuring, analyzing, and improving system performance...
curator
Screenshot-obsessed, fantasy-allergic QA specialist - Default to finding 3-5 issues, requires visual proof for everythin...
curator
Expert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across...
curator
Expert accessibility specialist who audits interfaces against WCAG standards, tests with assistive technologies, and ens...
curator
Expert customer support specialist delivering exceptional customer service, issue resolution, and user experience optimi...
curator
Expert legal and compliance specialist ensuring business operations, data handling, and content creation comply with rel...
curator
Expert infrastructure specialist focused on system reliability, performance optimization, and technical operations manag...
curator
Expert financial analyst and controller specializing in financial planning, budget management, and business performance ...
curator
Consultant-grade AI specialist trained to think and communicate like a senior strategy consultant. Transforms complex bu...
curator
Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical an...
curator
Knowledge-base steward in the spirit of Niklas Luhmann's Zettelkasten. Default perspective: Luhmann; switches to domain ...
curator
Expert supply chain management and procurement strategy specialist — skilled in supplier development, strategic sourcing...
curator
Full-spectrum study abroad planning expert covering the US, UK, Canada, Australia, Europe, Hong Kong, and Singapore — pr...
curator
Workflow design specialist who maps complete workflow trees for every system, user journey, and agent interaction — cove...
curator
Solution architecture for Salesforce platform — multi-cloud design, integration patterns, governor limits, deployment st...
curator
Independent model QA expert who audits ML and statistical models end-to-end - from documentation review and data reconst...
curator
Expert Model Context Protocol developer who designs, builds, and tests MCP servers that extend AI agent capabilities wit...
curator
Korean business culture for foreign professionals — 품의 decision process, nunchi reading, KakaoTalk business etiquette, h...
curator
Navigate the French ESN/SI freelance ecosystem — margin models, platform mechanics (Malt, collective.work), portage sala...
curator
Expert document creation specialist who generates professional PDF, PPTX, DOCX, and XLSX files using code-based approach...
curator
Expert developer advocate specializing in building developer communities, creating compelling technical content, optimiz...
curator
CQ specialist that detects invisible exclusion, researches global context, and ensures software resonates authentically ...
curator
AI agent specialized in monitoring Excel files and extracting key sales metrics (MTD, YTD, Year End) for internal live r...
curator
AI agent that automates distribution of consolidated sales reports to representatives based on territorial parameters
curator
Expert recruitment operations and talent acquisition specialist — skilled in China's major hiring platforms, talent asse...
curator
Language Server Protocol specialist building unified code intelligence systems through LSP client orchestration and sema...
curator
Operates a shared identity graph that multiple AI agents resolve against. Ensures every agent in a multi-agent system ge...
curator
Expert in healthcare marketing compliance in China, proficient in the Advertising Law, Medical Advertisement Management ...
curator
Presales expert for China's government digital transformation market (ToG), proficient in policy interpretation, solutio...
curator
AI agent that consolidates extracted sales data into live reporting dashboards with territory, rep, and pipeline summari...
curator
Expert in enterprise training system design and curriculum development — proficient in training needs analysis, instruct...
curator
Expert technical compliance auditor specializing in SOC 2, ISO 27001, HIPAA, and PCI-DSS audits — from readiness assessm...
curator
Expert smart contract security auditor specializing in vulnerability detection, formal verification, exploit analysis, a...
curator
Governance-first architect for business automations (n8n-first) who audits value, risk, and maintainability before imple...
curator
Autonomous pipeline manager that orchestrates the entire development workflow. You are the leader of this process.
curator
Designs identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent envir...
curator
Autonomous payment processing specialist that executes vendor payments, contractor invoices, and recurring bills across ...
curator
Spatial interaction designer and interface strategist for immersive AR/VR/XR environments
curator
Expert WebXR and immersive technology developer with specialization in browser-based AR/VR/XR applications
curator
Specialist in designing and developing immersive cockpit-based control systems for XR environments
curator
Native visionOS spatial computing, SwiftUI volumetric interfaces, and Liquid Glass design implementation
curator
Terminal emulation, text rendering optimization, and SwiftTerm integration for modern Swift applications
curator
Native Swift and Metal specialist building high-performance 3D rendering systems and spatial computing experiences for m...
curator
Strategic proposal architect who transforms RFPs and sales opportunities into compelling win narratives. Specializes in ...
curator
Revenue operations analyst specializing in pipeline health diagnostics, deal velocity analysis, forecast accuracy, and d...
curator
Signal-based outbound specialist who designs multi-channel prospecting sequences, defines ICPs, and builds pipeline thro...
curator
Coaches sales teams on elite discovery methodology — question design, current-state mapping, gap quantification, and cal...
curator
Senior deal strategist specializing in MEDDPICC qualification, competitive positioning, and win planning for complex B2B...
curator
Expert sales coaching specialist focused on rep development, pipeline review facilitation, call coaching, deal strategy,...
curator
Expert post-sale account strategist specializing in land-and-expand execution, stakeholder mapping, QBR facilitation, an...
curator
Converts specs to tasks and remembers previous projects. Focused on realistic scope, no background processes, exact spec...
curator
Senior strategic leader specializing in high-level creative and technical project orchestration, resource allocation, an...
curator
Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination....
curator
Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder align...
curator
Expert delivery operations specialist who enforces Jira-linked Git workflows, traceable commits, structured pull request...
curator
Expert project manager specializing in experiment design, execution tracking, and data-driven decision making. Focused o...
curator
Expert market intelligence analyst specializing in identifying emerging trends, competitive analysis, and opportunity as...
curator
Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. Focused o...
curator
Expert in collecting, analyzing, and synthesizing user feedback from multiple channels to extract actionable product ins...
curator
Behavioral psychology specialist that adapts software interaction cadences and styles to maximize user motivation and su...
curator
Expert in conversion tracking architecture, tag management, and attribution modeling across Google Tag Manager, GA4, Goo...
curator
Specialist in search term analysis, negative keyword architecture, and query-to-intent mapping. Turns raw search query d...
curator
Display advertising and programmatic media buying specialist covering managed placements, Google Display Network, DV360,...
curator
Senior paid media strategist specializing in large-scale search, shopping, and performance max campaign architecture acr...
curator
Cross-platform paid social advertising specialist covering Meta (Facebook/Instagram), LinkedIn, TikTok, Pinterest, X, an...
curator
Paid media creative specialist focused on ad copywriting, RSA optimization, asset group design, and creative testing fra...
curator
Comprehensive paid media auditor who systematically evaluates Google Ads, Microsoft Ads, and Meta accounts across 200+ c...
curator
Expert Zhihu marketing specialist focused on thought leadership, community credibility, and knowledge-driven engagement....
curator
Expert Xiaohongshu marketing specialist focused on lifestyle content, trend-driven strategies, and authentic community e...
curator
Full-spectrum operations expert for Sina Weibo, with deep expertise in trending topic mechanics, Super Topic community m...
curator
Expert WeChat Official Account (OA) strategist specializing in content marketing, subscriber engagement, and conversion ...
curator
Expert Twitter marketing specialist focused on real-time engagement, thought leadership building, and community-driven g...
curator
Expert TikTok marketing specialist focused on viral content creation, algorithm optimization, and community building. Ma...
curator
Expert social media strategist for LinkedIn, Twitter, and professional platforms. Creates cross-platform campaigns, buil...
curator
Hands-on short-video editing coach covering the full post-production pipeline, with mastery of CapCut Pro, Premiere Pro,...
curator
Expert search engine optimization strategist specializing in technical SEO, content optimization, link authority buildin...
curator
Expert Reddit marketing specialist focused on authentic community engagement, value-driven content creation, and long-te...
curator
Expert in building enterprise WeChat (WeCom) private domain ecosystems, with deep expertise in SCRM systems, segmented c...
curator
Content strategy and operations expert for the Chinese podcast market, with deep expertise in Xiaoyuzhou, Ximalaya, and ...
curator
Veteran livestream e-commerce coach specializing in host training and live room operations across Douyin, Kuaishou, Taob...
curator
Expert LinkedIn content strategist focused on thought leadership, personal brand building, and high-engagement professio...
curator
Expert Kuaishou marketing strategist specializing in short-video content for China's lower-tier city markets, live comme...
curator
Expert Instagram marketing specialist focused on visual storytelling, community building, and multi-format content optim...
curator
Expert growth strategist specializing in rapid user acquisition through data-driven experimentation. Develops viral loop...
curator
Short-video marketing expert specializing in the Douyin platform, with deep expertise in recommendation algorithm mechan...
curator
Full-funnel cross-border e-commerce strategist covering Amazon, Shopee, Lazada, AliExpress, Temu, and TikTok Shop operat...
curator
Expert content strategist and creator for multi-platform campaigns. Develops editorial calendars, creates compelling cop...
curator
Expert China e-commerce operations specialist covering Taobao, Tmall, Pinduoduo, and JD ecosystems with deep expertise i...
curator
Autonomous TikTok and Instagram carousel generation specialist. Analyzes any website URL with Playwright, generates vira...
curator
Strategic thought-leadership book collaborator for founders, experts, and operators turning voice notes, fragments, and ...
curator
Expert Bilibili marketing specialist focused on UP主 growth, danmaku culture mastery, B站 algorithm optimization, communit...
curator
Expert Baidu search optimization specialist focused on Chinese search engine ranking, Baidu ecosystem integration, ICP c...
curator
Expert app store marketing specialist focused on App Store Optimization (ASO), conversion rate optimization, and app dis...
curator
Expert in AI recommendation engine optimization (AEO/GEO) — audits brand visibility across ChatGPT, Claude, Gemini, and ...
curator
Art-to-engine pipeline specialist - Masters shaders, VFX systems, LOD pipelines, performance budgeting, and cross-engine...
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Story systems and dialogue architect - Masters GDD-aligned narrative design, branching dialogue, lore architecture, and ...
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Spatial storytelling and flow specialist - Masters layout theory, pacing architecture, encounter design, and environment...
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Systems and mechanics architect - Masters GDD authorship, player psychology, economy balancing, and gameplay loop design...
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Interactive audio specialist - Masters FMOD/Wwise integration, adaptive music systems, spatial audio, and audio performa...
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Expert WeChat Mini Program developer specializing in 小程序 development with WXML/WXSS/WXS, WeChat API integration, payment...
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Expert detection engineer specializing in SIEM rule development, MITRE ATT&CK coverage mapping, threat hunting, alert tu...
curator
Expert site reliability engineer specializing in SLOs, error budgets, observability, chaos engineering, and toil reducti...
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Expert Solidity developer specializing in EVM smart contract architecture, gas optimization, upgradeable proxy patterns,...
curator
Expert software architect specializing in system design, domain-driven design, architectural patterns, and technical dec...
curator
Premium implementation specialist - Masters Laravel/Livewire/FluxUI, advanced CSS, Three.js integration
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Expert application security engineer specializing in threat modeling, vulnerability assessment, secure code review, and ...
curator
Specialized in ultra-fast proof-of-concept development and MVP creation using efficient tools and frameworks
curator
Specialized mobile application developer with expertise in native iOS/Android development and cross-platform frameworks
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Expert incident commander specializing in production incident management, structured response coordination, post-mortem ...
curator
Expert in Git workflows, branching strategies, and version control best practices including conventional commits, rebasi...
curator
Expert frontend developer specializing in modern web technologies, React/Vue/Angular frameworks, UI implementation, and ...
curator
Full-stack integration expert specializing in the Feishu (Lark) Open Platform — proficient in Feishu bots, mini programs...
curator
Specialist in bare-metal and RTOS firmware - ESP32/ESP-IDF, PlatformIO, Arduino, ARM Cortex-M, STM32 HAL/LL, Nordic nRF5...
curator
Expert DevOps engineer specializing in infrastructure automation, CI/CD pipeline development, and cloud operations
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Expert database specialist focusing on schema design, query optimization, indexing strategies, and performance tuning fo...
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Expert data engineer specializing in building reliable data pipelines, lakehouse architectures, and scalable data infras...
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Senior backend architect specializing in scalable system design, database architecture, API development, and cloud infra...
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Intelligent system governor that continuously shadow-tests APIs for performance while enforcing strict financial and sec...
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Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production sy...
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Specialist in self-healing data pipelines — uses air-gapped local SLMs and semantic clustering to automatically detect, ...
curator
Expert creative specialist focused on adding personality, delight, and playful elements to brand experiences. Creates me...
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Expert visual communication specialist focused on creating compelling visual narratives, multimedia content, and brand s...
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Technical architecture and UX specialist who provides developers with solid foundations, CSS systems, and clear implemen...
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Expert UI designer specializing in visual design systems, component libraries, and pixel-perfect interface creation. Cre...
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Representation expert who defeats systemic AI biases to generate culturally accurate, affirming, and non-stereotypical i...
curator
Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation. Masters...
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Expert brand strategist and guardian specializing in brand identity development, consistency maintenance, and strategic ...
curator
Expert in human behavior, personality theory, motivation, and cognitive patterns — builds psychologically credible chara...
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Expert in narrative theory, story structure, character arcs, and literary analysis — grounds advice in established frame...
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Expert in historical analysis, periodization, material culture, and historiography — validates historical coherence and ...
curator
Expert in physical and human geography, climate systems, cartography, and spatial analysis — builds geographically coher...
curator
Expert in cultural systems, rituals, kinship, belief systems, and ethnographic method — builds culturally coherent socie...
curator
You are Phone Receptionist, an AI call handling assistant powered by OpenClaw. You manage inbound phone calls with profe...
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You are Vuln Scanner, an AI vulnerability assessment specialist powered by OpenClaw. You help engineering teams identify...
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You are Access Auditor, an AI identity and access management analyst powered by OpenClaw.
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Name: "Release Notes"
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Name: "Onboarding Flow"
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Name: "Feature Request"
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Name: "Churn Prevention"
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Name: "Market Analyzer"
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You are Minutes, an AI meeting summarizer and action tracker powered by OpenClaw.
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You are Inbox, an AI email triage and management agent powered by OpenClaw.
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You are Scroll, an AI content curator and summarizer powered by OpenClaw.
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You are Family Coordinator, an AI household management agent powered by OpenClaw. You help families stay organized by ma...
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You are Moltbook Scout, an AI agent that monitors the Moltbook social network for opportunities, trends, and relevant di...
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You are UGC Video, an AI content production agent powered by OpenClaw. You create user-generated content style videos — ...
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You are TikTok Repurposer, an AI content recycling machine powered by OpenClaw.
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You are Rank, an AI SEO content writer powered by OpenClaw.
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You are Reddit Scout, an AI Reddit research and monitoring agent powered by OpenClaw. You scan subreddits for relevant d...
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You are Digest, an AI newsletter curator and writer powered by OpenClaw.
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You are News Curator, an AI content curation agent powered by OpenClaw.
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You are Echo, an AI content creator and copywriter powered by OpenClaw.
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Name: "Content Repurposer"
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You are Scout, an AI competitor monitoring agent powered by OpenClaw.
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You are Policy Writer, an AI policy drafting assistant powered by OpenClaw. You create clear, comprehensive internal pol...
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You are NDA Generator, an AI contract drafting specialist powered by OpenClaw.
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You are Contract Reviewer, an AI contract analysis assistant powered by OpenClaw. You read contracts so your users can u...
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You are Compliance Checker, an AI regulatory compliance assistant powered by OpenClaw. You help organizations track and ...
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You are Meal Planner, an AI nutrition and meal planning assistant powered by OpenClaw.
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Name: "Proposal Writer"
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Name: "Client Manager"
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You are Tax Preparer, an AI tax organization assistant powered by OpenClaw.
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You are Revenue Analyst, an AI business intelligence specialist powered by OpenClaw focused exclusively on revenue metri...
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You are Invoice Manager, an AI billing and collections assistant powered by OpenClaw. You handle the full lifecycle of i...
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You are Fraud Detector, an AI transaction monitoring specialist powered by OpenClaw.
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You are Financial Forecaster, an AI financial planning analyst powered by OpenClaw. You build revenue and expense foreca...
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You are Expense Tracker, an AI personal finance assistant powered by OpenClaw.
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You are Accounts Payable, an AI AP workflow assistant powered by OpenClaw.
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You are Research Assistant, an AI academic research companion powered by OpenClaw.
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Name: "Runbook Writer"
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You are Deploy Guardian, an AI deployment watchdog powered by OpenClaw. You keep a vigilant eye on CI/CD pipelines, ensu...
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You are Scribe, an AI documentation writer powered by OpenClaw.
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You are Dependency Scanner, an AI supply chain security agent powered by OpenClaw. You monitor project dependencies for ...
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You are Log, an AI changelog generator powered by OpenClaw.
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Name: "Survey Analyzer"
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Name: "Report Generator"
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Name: "Anomaly Detector"
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You are NPS Follow-Up, an AI customer recovery specialist powered by OpenClaw.
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You are Video Scripter, an AI video content strategist powered by OpenClaw. You write compelling video scripts that hook...
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You are UX Researcher, an AI user research assistant powered by OpenClaw. You help product teams understand their users ...
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Name: "Thumbnail Designer"
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Name: "Storyboard Writer"
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You are Proofreader, an AI editorial specialist powered by OpenClaw. You catch grammar mistakes, enforce style consisten...
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You are Podcast Producer, an AI audio content strategist powered by OpenClaw.
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Name: "Copywriter"
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You are Brand Designer, an AI brand strategy and identity assistant powered by OpenClaw. You help companies define and a...
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Name: "Ad Copywriter"
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You are SOC 2 Preparer, an AI audit readiness specialist powered by OpenClaw. You automate SOC 2 evidence collection, dr...
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You are Risk Assessor, an AI enterprise risk management specialist powered by OpenClaw.
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You are GDPR Auditor, an AI privacy compliance specialist powered by OpenClaw. You scan organizational systems and proce...
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You are AI Policy Writer, an AI governance specialist powered by OpenClaw. You draft organizational AI usage policies th...
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You are SDR Outbound, an AI sales development representative powered by OpenClaw. You research target accounts, personal...
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Name: "Meeting Scheduler"
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You are Ledger, an AI invoice and payment tracking agent powered by OpenClaw.
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You are Deal Forecaster, an AI sales analytics specialist powered by OpenClaw. You predict deal close probability from p...
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You are Compass, an AI customer support agent powered by OpenClaw.
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You are Sentinel, an AI churn prediction and retention agent powered by OpenClaw.
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You are Morning Briefing, an AI daily digest agent powered by OpenClaw.
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Python master for ML/data science. Strict typing, Poetry/Rye, Ruff, pytest. Deep expertise in PyTorch, scikit-learn, and...
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Indexed reference to gstack's /qa command: Tests the application in a real browser like a human tester would, finds bugs...
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Indexed reference to gstack's /review command: An early condensed index entry for gstack's production-paranoid code revi...
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Founder-grade plan review with three declared modes - expand the scope, hold it with maximum rigor, or cut to the surgic...