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214 ready-to-use AI agent personas for OpenClaw β each one a complete specialist with real SOPs, decision frameworks, and structured outputs. Clone a folder, get an expert.
OpenClaw is an AI agent platform that turns large language models into autonomous assistants. A persona is a complete configuration package that gives your OpenClaw agent a specific professional identity β not just a single prompt, but a full set of structured files:
| File | Role | Required |
|---|---|---|
SOUL.md |
Personality, values, tone β who the agent is | Yes |
AGENTS.md |
Work processes, SOPs, decision rules β how the agent works | Yes |
SKILL.md |
Capabilities, frameworks, output templates β what the agent can do | Yes |
IDENTITY.md |
Name, creature, vibe, emoji β the agent's public identity | Optional |
HEARTBEAT.md |
Periodic tasks β what the agent checks on its own | Optional |
STYLE.md |
Communication style and formatting rules | Optional |
BOOTSTRAP.md |
First-run onboarding conversation flow | Optional |
USER.md |
User profile, preferences, and context | Optional |
TOOLS.md |
Tool configuration and environment notes | Optional |
MEMORY.md |
Long-term curated memory (grows over time) | Optional |
Copy a persona directory into your OpenClaw workspace, and your agent immediately becomes that specialist β with real methodology, not generic advice. No prompt engineering required.
This is not a SOUL.md template gallery or a basic prompt collection. Each persona is a production-ready AI specialist built from real-world workflows:
- π― Domain Expertise β Named methodologies like MEDDPICC (sales), six-dimension scoring (product research), WCAG 2.2 (accessibility), and Challenger messaging (deal strategy)
- π Complete SOPs β Step-by-step procedures with phase gating, exception handling, and decision matrices β the kind of operational depth you'd find in premium agents on Claw Mart or ClawHub
- π Output Templates β Concrete deliverables: 5-sheet Excel reports, scoring models, audit checklists, competitive battlecards, Markdown decision summaries
- β Free & Open β 214 curated personas across 34 categories, all open-source. Clone the repo, copy a directory, start working.
Powered by DeskClaw
DeskClaw is an AI agent management platform. Awesome OpenClaw Personas is our curated, open-source collection of the best personas from across the OpenClaw ecosystem β including agents inspired by top Claw Mart sellers, ClawHub skills, and community contributions β hand-picked to help your AI agent do more.
Try DeskClaw: https://deskclaw.net
# Clone the repo
git clone https://github.com/TravisLeeeeee/awesome-openclaw-personas.git
# Copy any persona to your OpenClaw workspace
cp -r personas/ecommerce/e-commerce-product-scout/ ~/.openclaw/workspace/
# Or browse and pick what you need
ls personas/These are our highest-quality personas β complete SOPs, decision frameworks, anti-hallucination rules, and real tool integration. Start here.
| Persona | What It Does | Files | |
|---|---|---|---|
| π | Shopify Operator | Takes you from zero to a live Shopify store: sources products via Jungle Scout + Alibaba with margin math, bulk-lists with SEO, decorates the storefront, launches social campaigns, and sets up daily cron monitoring. Includes anti-hallucination rules that prevent data fabrication. | 8 files |
| π | E-Commerce Product Scout | Scores products across Amazon, TikTok Shop, eBay, Shopee, and Lazada using a six-dimension model (demand, competition, margin, difficulty, risk, opportunity). Outputs 5-sheet Excel reports with Go/No-Go verdicts and profit calculations including platform fees. | 4 files |
| π | Social-First Task Agent | Completes any task, then auto-generates 1080x1350 marketing visuals and publishes to X + Instagram. User previews and approves, agent sends and returns live permalinks. Turns every deliverable into social proof with zero manual effort. | 8 files |
| Revenue & Growth | E-Commerce (3) Β· Marketing (23) Β· Paid Media & Advertising (7) Β· Sales (7) |
| Operations | Business Operations (7) Β· Finance (10) Β· Freelance (1) Β· Project Management (3) Β· Human Resources (9) |
| Efficiency | Productivity (6) Β· Personal (2) Β· Automation (2) |
| Content & Product | Creative (6) Β· Product (1) Β· SaaS (1) Β· Customer Success (2) |
| Risk & Compliance | Legal & Compliance (7) Β· Compliance (4) Β· Real Estate (2) Β· Supply Chain (1) Β· Support (3) |
| Knowledge | Education (6) Β· Voice (1) Β· Data & Analytics (2) Β· Academic & Research (13) |
| Engineering | Engineering (19) Β· Design (2) Β· Testing & QA (8) Β· DevOps & Infrastructure (9) Β· Security (5) |
| Specialized | Game Development (19) Β· Spatial Computing & XR (3) Β· Characters (3) Β· Specialized (17) |
Turn marketplace data into profitable product decisions.
| Persona | Description | Best For |
|---|---|---|
| Shopify Operator | Hands-on Shopify store coach with 5-stage SOP: product sourcing (Jungle Scout + Alibaba), bulk listing, store decoration, social media marketing, and daily cron monitoring. Includes anti-hallucination rules and real supplier evidence. | Building a complete Shopify store from zero to live |
| E Commerce Product Scout | A data-driven cross-border e-commerce product research agent that automates competitor monitoring, multi-dimensional market analysis, profit modeling, | Cross-border product research with profit modeling |
| Price Monitor | Tracks competitor pricing across Amazon, Shopify, and custom sites with alert thresholds, weekly trend reports, and actionable repricing recommendations. | Tracking competitor pricing changes in real time |
Acquire customers, build brand, dominate every channel.
| Persona | Description | Best For |
|---|---|---|
| Social-First Task Agent | Completes any task then auto-generates 1080x1350 marketing visuals and publishes to X + Instagram. Every deliverable becomes social proof β image-first pipeline, honest copy, user approval gate, agent-side publishing, live permalink delivery. | Auto-publishing to X + Instagram after every task |
| AI AEO/GEO Strategist | Expert in Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) β audits brand visibility across ChatGPT, Claude, Gemini, and Perplexity, identifies why competitors get cited instead, and delivers content fixes that improve AI citations | Getting your brand cited by AI search engines |
| Book Co-Author | A strategic co-author, ghostwriter, and narrative architect for thought-leadership books. Transforms voice notes, bullet fragments, interviews, and ro | Ghostwriting thought-leadership books |
| Book Writer | Manages a 6-phase book pipeline from outline through drafting, editing, and KDP/ePub formatting with consistent voice across 50K+ words. | End-to-end book production pipeline |
| China Market Localization Strategist | A full-stack China market localization and trend-to-action strategist who bridges global brands with China's hyper-competitive consumer market. Monito | Entering or scaling in the China consumer market |
| Content Creator | A social media strategist who has grown accounts from zero to six figures by cracking algorithmic patterns across every major platform. Specializes in | Growing social media accounts algorithmically |
| Cross-Border E-Commerce Specialist | Full-funnel cross-border e-commerce strategist covering Amazon, Shopee, Lazada, AliExpress, Temu, and TikTok Shop operations, international logistics | Multi-platform international marketplace ops |
| Douyin Strategist | Short-video marketing expert specializing in the Douyin platform, with deep expertise in recommendation algorithm mechanics, viral video planning, liv | Growing brand presence on Douyin (Chinese TikTok) |
| Kuaishou Strategist | An expert Kuaishou platform strategist specializing in short-video content for China's lower-tier city markets, live commerce operations, and grassroo | Reaching China's lower-tier city audiences |
| LinkedIn Content Creator | An expert LinkedIn content strategist and personal brand architect specializing in thought leadership, professional authority building, and inbound op | Building thought leadership on LinkedIn |
| Livestream Commerce Coach | Veteran livestream e-commerce coach specializing in host training and live room operations across Douyin, Kuaishou, Taobao Live, and Channels, coverin | Launching and optimizing live selling sessions |
| Multi Account Social | Schedules, engages, and reports across 10-15+ accounts on Twitter, Instagram, TikTok, and LinkedIn with per-brand voice separation. | Managing 10+ social accounts simultaneously |
| News Curator | Scans 50+ sources (RSS, Hacker News, Reddit, Twitter), scores stories by relevance, and publishes daily digests with original analysis. | Curating industry news from 50+ sources |
| Podcast Strategist | Content strategy and operations expert for the Chinese podcast market, with deep expertise in Xiaoyuzhou, Ximalaya, and other major audio platforms, c | Launching podcasts on Chinese audio platforms |
| Private Domain Operator | An expert in building enterprise WeChat (WeCom) private domain ecosystems with deep expertise in SCRM systems, segmented community operations, Mini Pr | Building WeChat/WeCom customer ecosystems |
| Scout | Monitors competitor websites, pricing, features, and job postings, then delivers weekly digests and quarterly strategic recommendations. | Monitoring competitor moves and market shifts |
| Seo Writer | Writes blog posts and landing pages targeting keyword clusters, optimizes titles and meta descriptions, and audits existing pages for ranking gains. | Writing content that ranks on search engines |
| Short-Video Editing Coach | Hands-on short-video editing coach covering the full post-production pipeline, with mastery of CapCut Pro, Premiere Pro, DaVinci Resolve, and Final Cu | Learning short-video editing techniques |
| Telemarketer | Writes cold call scripts with pattern interrupts, builds objection-handling playbooks, and designs call cadences with optimal timing by industry. | Building cold call scripts and cadences |
| Ugc Video | Scripts authentic-looking UGC videos with shot lists, AI avatar direction, and multi-variant hooks optimized for TikTok and Reels conversions. | Creating authentic-looking UGC-style videos |
| Video Optimization Specialist | A video marketing strategist specializing in maximizing reach and engagement on video platforms, particularly YouTube. Focuses on algorithm optimizati | Maximizing YouTube reach and watch time |
| Weibo Strategist | Full-spectrum operations expert for Sina Weibo, with deep expertise in trending topic mechanics, Super Topic community management, public sentiment mo | Managing brand presence and PR on Weibo |
| X Twitter Growth | Crafts scroll-stopping tweets and threads, plans content calendars with topic buckets, and builds reply networks for audience growth on X. | Growing audience and engagement on X/Twitter |
Turn ad spend into measurable business outcomes.
| Persona | Description | Best For |
|---|---|---|
| Paid Media Auditor | Comprehensive paid media auditor who systematically evaluates Google Ads, Microsoft Ads, and Meta accounts across 200+ checkpoints spanning account st | Auditing ad accounts for wasted spend |
| Ad Creative Strategist | Paid media creative specialist focused on ad copywriting, RSA optimization, asset group design, and creative testing frameworks across Google, Meta, M | Writing and testing ad creative across platforms |
| Paid Social Strategist | Cross-platform paid social advertising specialist covering Meta (Facebook/Instagram), LinkedIn, TikTok, Pinterest, X, and Snapchat. Designs full-funne | Full-funnel paid social campaign architecture |
| PPC Campaign Strategist | Senior paid media strategist specializing in large-scale search, shopping, and performance max campaign architecture across Google, Microsoft, and Ama | Large-scale search and shopping campaign design |
| Programmatic & Display Buyer | Display advertising and programmatic media buying specialist covering managed placements, Google Display Network, DV360, trade desk platforms, partner | Programmatic display buying and optimization |
| Search Query Analyst | Specialist in search term analysis, negative keyword architecture, and query-to-intent mapping. Turns raw search query data into actionable optimizati | Mining search queries for negative keywords |
| Tracking & Measurement Specialist | Expert in conversion tracking architecture, tag management, and attribution modeling across Google Tag Manager, GA4, Google Ads, Meta CAPI, LinkedIn I | Setting up conversion tracking and attribution |
Close deals with data-driven qualification and strategy.
| Persona | Description | Best For |
|---|---|---|
| Deal Strategist | Senior deal strategist specializing in MEDDPICC qualification, competitive positioning, and win planning for complex B2B sales cycles. Scores opportun | Qualifying and win-planning complex B2B deals |
| Outbound Strategist | A signal-based outbound specialist who builds pipeline through evidence-triggered prospecting and precision multi-channel sequences. Designs systems w | Building outbound sequences from buyer signals |
| Pipeline Analyst | A revenue operations specialist who turns pipeline data into decisions. Diagnoses pipeline health through velocity analysis, builds probability-weight | Diagnosing pipeline health and forecasting |
| Discovery Coach | A sales methodology specialist who coaches account executives and SDRs on elite discovery techniques. Believes discovery is where deals are won or los | Coaching reps on elite discovery calls |
| Proposal Strategist | A senior capture and proposal specialist who treats every proposal as a persuasion document, not a compliance exercise. Architects winning proposals t | Writing proposals that win against competitors |
| Sales Engineer | Senior pre-sales engineer specializing in technical discovery, demo engineering, POC scoping, competitive battlecards, and bridging product capabiliti | Technical demos, POCs, and battlecard creation |
| Sales Data Extraction Agent | An intelligent data pipeline specialist that monitors, parses, and extracts sales metrics from Excel files in real time. Watches designated directorie | Extracting sales metrics from Excel pipelines |
Streamline operations, automate workflows, scale efficiently.
| Persona | Description | Best For |
|---|---|---|
| Erp Admin | Configures SAP, Salesforce, HubSpot, NetSuite, and Odoo modules, automates approval workflows, plans data migrations with field mapping, and enforces least-privilege roles. | Configuring ERP/CRM and automating workflows |
| Executive Summary Generator | Consultant-grade AI specialist that thinks and communicates like a senior strategy consultant with Fortune 500 experience. Transforms complex business | Distilling complex data into executive briefs |
| Invoice Tracker | Monitors Stripe/PayPal payments in real time, alerts on failures and churn risk, tracks MRR, and generates daily revenue snapshots with aging reports. | Tracking invoices and chasing late payments |
| Lead Gen | Builds ICP-targeted prospect lists with firmographic research, contact enrichment, lead scoring, and buying-trigger detection (funding, hiring, etc). | Building and enriching prospect lists |
| Objection Handler | Delivers real-time rebuttals using Feel-Felt-Found and Acknowledge-Reframe-Advance frameworks, adapted by buyer persona and deal stage. | Real-time rebuttals during sales conversations |
| Project Manager | A seasoned project manager who has shipped products on time, under budget, and with teams that actually enjoyed working together. Knows that project m | Shipping projects on time and under budget |
| Sdr Outbound | Researches target accounts, drafts personalized cold emails and LinkedIn messages, and builds multi-touch outreach sequences with A/B variants. | Personalizing cold outreach at scale |
Track every dollar, forecast every trend, optimize every tax.
| Persona | Description | Best For |
|---|---|---|
| Accounts Payable | Runs 3-way invoice-to-PO matching with variance detection, routes approvals by threshold, schedules payments for early discounts, and catches duplicates. | Automating invoice-to-PO matching and payments |
| Copy Trader | Scans Polymarket, Kalshi, and Binance for top traders, ranks them by Sharpe ratio and drawdown, and replicates trades with configurable stop-losses. | Replicating top-performer trading strategies |
| Expense Tracker | Categorizes expenses by merchant, tracks spending against monthly budgets, detects recurring subscriptions, and alerts when categories approach limits. | Categorizing and controlling daily spending |
| Finance Tracker | An expert financial analyst and controller who maintains business financial health through strategic planning, budget management, and performance anal | Strategic financial planning and budgeting |
| Financial Forecaster | Builds best/base/worst-case revenue forecasts from historical data, calculates burn rate and runway, and flags variance between actuals and projections. | Building revenue and expense forecast models |
| Fraud Detector | Scores transactions by risk level, flags velocity spikes and geographic impossibilities, detects card-testing patterns, and generates daily fraud summaries. | Flagging suspicious transactions in real time |
| Invoice Manager | Creates invoices from natural language, sends escalating payment reminders, generates AR aging reports, and reconciles payments across multiple currencies. | Managing billing lifecycle and collections |
| Portfolio Rebalancer | Detects allocation drift against target weights, generates buy/sell trades to restore balance, and identifies tax-loss harvesting opportunities. | Detecting and correcting portfolio drift |
| Revenue Analyst | Decomposes MRR into new, expansion, contraction, and churn components, runs cohort retention analysis, and calculates LTV, CAC, and payback period. | Tracking MRR, ARR, churn, and revenue KPIs |
| Tax Preparer | Classifies expenses into IRS categories, tracks mileage and home office deductions, estimates quarterly tax payments, and generates CPA-ready summaries. | Organizing documents for tax season |
Win clients, write proposals, and maximize your hourly rate.
| Persona | Description | Best For |
|---|---|---|
| Upwork Proposal | Writes personalized Upwork proposals under 200 words, audits profiles for search ranking, analyzes job posts for red flags, and optimizes bid pricing. | Optimizing Upwork profiles and proposals |
Keep projects on track, on budget, and on scope.
| Persona | Description | Best For |
|---|---|---|
| Experiment Tracker | An expert project manager specializing in experiment design, execution tracking, and data-driven decision making. Systematically manages A/B tests, fe | Managing A/B tests and feature experiments |
| Jira Workflow Steward | A delivery operations specialist who enforces Jira-linked Git workflows to keep software delivery legible, auditable, and fast to review. Ensures ever | Enforcing Jira-linked Git workflow standards |
| Senior Project Manager | A senior PM specialist who converts site specifications into actionable development tasks with realistic scope. Has persistent memory and learns from | Converting specs into scoped dev tasks |
Recruit, onboard, develop, and retain your best people.
| Persona | Description | Best For |
|---|---|---|
| Benefits Advisor | Translates complex benefit plans into plain English with side-by-side comparisons, enrollment guidance, and life-event workflows | Answering employee benefits questions |
| Compensation Benchmarker | Benchmarks salaries by role, level, and location at 25th-90th percentiles, designs comp bands with range spreads, and audits pay equity via compa-ratios. | Benchmarking salaries against market rates |
| Exit Interview | Conducts structured exit interviews across five departure factors, scores retention risks by team and tenure, and generates anonymized trend reports for leadership. | Conducting exit interviews and finding patterns |
| Onboarding | Walks new hires through day-by-day setup checklists, tracks tool access and account provisioning, schedules intro meetings, and answers policy questions. | Guiding new hires through their first weeks |
| Performance Reviewer | Synthesizes peer feedback and self-assessments into balanced review drafts, identifies consistent strength/growth themes, and sets SMART development goals. | Writing and structuring performance reviews |
| Recruiter | Screens resumes with weighted scoring, ranks candidates by fit, coordinates interview scheduling, generates role-specific questions, and tracks pipeline metrics. | Streamlining the full recruitment pipeline |
| Recruitment Specialist | Expert recruitment operations and talent acquisition specialist β skilled in China's major hiring platforms, talent assessment frameworks, and labor l | Talent acquisition on China hiring platforms |
| Resume Optimizer | Calculates ATS keyword match scores, rewrites bullets as action-verb-metric-impact, tests formatting against Greenhouse/Lever/Workday, and generates cover letters. | Polishing resumes and CVs for job seekers |
| Resume Screener | Scores resumes 0-100 against job requirements with category breakdowns, builds side-by-side candidate comparison matrices, and flags skill gaps. | Scoring and ranking resumes against job reqs |
Reclaim your time with smarter workflows and fewer distractions.
| Persona | Description | Best For |
|---|---|---|
| Daily Standup | Collects async standup updates, compiles team digests, tracks persistent blockers, and reports weekly velocity trends. | Running async standups and tracking blockers |
| Inbox Zero | Triages emails by urgency, drafts ready-to-send replies, delivers morning digests, and tracks what needs a response today. | Triaging and prioritizing overflowing inboxes |
| Meeting Notes | Extracts decisions and action items from transcripts, assigns owners and deadlines, and sends follow-up reminders. | Summarizing meetings and tracking action items |
| Meeting Transcriber | Transcribes meetings with speaker ID, generates summaries and action items, and pushes tasks to Jira, Linear, or Asana. | Transcribing and extracting meeting insights |
| Notion Organizer | Auto-tags pages, converts loose notes into databases, runs weekly cleanups, and maintains workspace health scores. | Structuring and decluttering Notion workspaces |
| Task Coordinator | Breaks down projects into tasks, delegates to the right agents, tracks deadlines, and delivers status briefings. | Coordinating tasks across teams and projects |
Organize life, build habits, and take care of what matters.
| Persona | Description | Best For |
|---|---|---|
| Mindful Companion | A warm, grounded presence that prioritizes being heard over being fixed. Holds space for feelings before jumping to solutions, validates experiences b | Emotional support and grounded check-ins |
| Reading Digest | Summarizes articles and newsletters, scores relevance, compiles weekly reading digests, and saves highlights to Notion. | Curating and summarizing reading material |
Automate the repetitive so you can focus on what matters.
| Persona | Description | Best For |
|---|---|---|
| Automation Governance Architect | Governance-first architect for business automations who audits value, risk, and maintainability before any implementation begins. Uses n8n as the prim | Auditing automation ROI and risk before build |
| Ghost Protocol | An operational AI agent persona called ZeroSignal, built for security, DevOps, and software development. Calm, direct, technically precise -- not a ch | Security-focused DevOps and ops automation |
Write, design, produce, and polish content that connects.
| Persona | Description | Best For |
|---|---|---|
| Brand Designer | Builds brand foundations from positioning statement to color palette, generates tagline options with rationale, and delivers voice/tone guidelines with examples. | Defining brand identity and visual strategy |
| Copywriter | A sharp, persuasive copywriter who studies the greats (Ogilvy, Halbert, Schwartz) and applies timeless direct response principles to modern channels. | Direct-response copy across all channels |
| Dungeon Master | Runs tabletop RPG sessions with worldbuilding, NPC voicing, encounter balancing, and improvisation across D&D 5e, Pathfinder, and more. | Running immersive tabletop RPG sessions |
| Podcast Producer | Plans episode outlines with timed segments, researches guests and preps tailored interview questions, writes timestamped show notes, and identifies audiogram clips. | Planning podcast episodes and show formats |
| Proofreader | Catches grammar errors, enforces AP/Chicago style guides, scores readability (Flesch-Kincaid), and audits consistency across multi-chapter documents. | Catching grammar, style, and clarity issues |
| Video Scripter | Writes timed video scripts with 3-second hooks, shot lists, and B-roll cues, then adapts them across YouTube longform, TikTok vertical, and course formats. | Writing video scripts that hook in 3 seconds |
Build the right thing, for the right user, at the right time.
| Persona | Description | Best For |
|---|---|---|
| Behavioral Nudge Engine | A behavioral psychology specialist that transforms passive software dashboards into active, tailored productivity partners. Adapts interaction cadence | Adding behavioral nudges to product dashboards |
Reduce churn, increase adoption, and ship what users need.
| Persona | Description | Best For |
|---|---|---|
| Product Scrum | Breaks epics into estimable stories with acceptance criteria, tracks sprint velocity, and runs retros with actionable improvement items. | Running sprints, backlogs, and user stories |
Turn new users into power users, and detractors into promoters.
| Persona | Description | Best For |
|---|---|---|
| Nps Followup | Crafts personalized detractor follow-ups, routes issues to the right team, and tracks recovery rates to preserve at-risk ARR. | Recovering NPS detractors with personal outreach |
| Onboarding Guide | Walks new users through product setup with adaptive checklists, proactive help at friction points, and activation milestone tracking. | Guiding new users to their first aha moment |
Review contracts, protect IP, and stay compliant.
| Persona | Description | Best For |
|---|---|---|
| Compliance Checker | Tracks compliance across GDPR, SOC 2, HIPAA, and PCI-DSS with checklists, deadline monitoring, gap analysis, and auditor-ready status reports. | Tracking regulatory obligations and gaps |
| Contract Reviewer | Flags risky clauses, scores terms by one-sidedness, detects auto-renewal traps and IP assignment issues, and suggests alternative language. | Flagging risky clauses in contracts |
| Healthcare Marketing Compliance Specialist | Expert in healthcare marketing compliance in China, proficient in the Advertising Law, Medical Advertisement Management Measures, Drug Administration | China healthcare advertising compliance |
| Legal Brief Writer | Drafts motions, briefs, and memoranda with proper court formatting, case citations, and counterargument analysis for attorney review. | Drafting legal briefs and motions |
| Nda Generator | Generates unilateral, bilateral, or multilateral NDAs customized by jurisdiction, industry, and disclosure type with enforceability flags. | Drafting customized NDAs and confidentiality docs |
| Patent Analyzer | Breaks down patent claims element-by-element, searches prior art, maps infringement risk against your product, and assesses obviousness. | Analyzing patent claims and prior art |
| Policy Writer | Creates internal policies, Terms of Service, and privacy policies in plain language, with version tracking and plain-English FAQ summaries. | Writing internal policies and terms of service |
Navigate regulations before they navigate you.
| Persona | Description | Best For |
|---|---|---|
| Ai Policy Writer | Drafts AI usage policies aligned with EU AI Act and NIST AI RMF, defines risk classification frameworks, and builds governance workflows. | Drafting AI governance and usage policies |
| Gdpr Auditor | Audits data processing against GDPR Articles 5-49, maps cross-border data flows, and delivers remediation plans with fine-exposure estimates. | Scanning systems for GDPR compliance gaps |
| Risk Assessor | Scores business risks by likelihood and impact, generates prioritized mitigation plans with ownership, and maintains live risk registers. | Evaluating enterprise risk across domains |
| Soc2 Preparer | Maps evidence to Trust Service Criteria controls, drafts security policies, and tracks audit readiness across all five TSC categories. | Preparing SOC 2 evidence and documentation |
Analyze markets, qualify leads, and close property deals.
| Persona | Description | Best For |
|---|---|---|
| Commercial Re | Analyzes commercial deals with DCF, cap rate, and IRR modeling, generates comp reports, and tracks deal pipeline with full project memory. | Commercial property analysis and deal tracking |
| Property Video | Scripts property listing videos with room-by-room narration, plans drone shots and virtual staging, and adapts content for Reels and TikTok. | Creating property listing videos and visuals |
Optimize sourcing, logistics, and vendor relationships.
| Persona | Description | Best For |
|---|---|---|
| Supply Chain Strategist | Expert supply chain management and procurement strategy specialist β skilled in supplier development, strategic sourcing, quality control, and supply | Strategic sourcing and supplier development |
Resolve issues faster with data-driven support operations.
| Persona | Description | Best For |
|---|---|---|
| Analytics Reporter | Expert data analyst and reporting specialist who transforms raw data into actionable business insights through statistical analysis, dashboard creatio | Turning raw data into actionable reports |
| Infrastructure Maintainer | Expert infrastructure specialist who ensures system reliability, performance, and security across all technical operations. Maintains 99.9%+ uptime th | Maintaining 99.9%+ system uptime |
| Support Responder | Expert customer support specialist who transforms support interactions into positive brand experiences through multi-channel service (email, chat, pho | Handling multi-channel customer support |
Teach, tutor, and guide learners at every level.
| Persona | Description | Best For |
|---|---|---|
| Kuma | A warm, structured Japanese language tutor who teaches like a good friend who happens to be an excellent teacher. Explains the cultural "why" behind l | Learning Japanese with cultural context |
| Quiz Maker | Transforms any content into multi-format quizzes at recall, understanding, and application levels, then tracks weak areas. | Generating quizzes from any source material |
| Researcher | A seasoned scholar and meticulous guide who operates from the conviction that truth is discovered through verifiable evidence and rigorous analysis. U | Evidence-based research and source analysis |
| Sage | A patient, encouraging mentor who helps people grow, not just solve problems. Teaches the "why" behind solutions, meets learners where they are, and a | Patient mentoring that teaches the "why" |
| Study Abroad Advisor | Full-spectrum study abroad planning expert covering the US, UK, Canada, Australia, Europe, Hong Kong, and Singapore β proficient in undergraduate, mas | Planning study abroad applications globally |
| Study Planner | Creates exam-countdown study schedules with spaced repetition, adapts when days are missed, and detects burnout risk. | Building structured study schedules |
Process voice messages and extract actionable intelligence.
| Persona | Description | Best For |
|---|---|---|
| Voicemail Transcriber | Transcribes voicemails, extracts caller details and action items, classifies urgency, and routes summaries to the right team member. | Transcribing voicemails and extracting actions |
Extract insights, build models, and make data-driven decisions.
| Persona | Description | Best For |
|---|---|---|
| Ml Engineer | A pragmatic ML engineer who builds machine learning systems that actually work in production -- not notebooks that impress in demos. Knows that produc | Building ML systems that work in production |
| Research Analyst | A sharp, focused analytical tool with zero personality theatre. Reads everything relevant before responding, presents all sides then points to the str | Deep-dive analysis with no fluff |
Research, write, review, and publish at top-conference level.
| Persona | Description | Best For |
|---|---|---|
| Anthropologist | Expert in cultural systems, rituals, kinship, belief systems, and ethnographic method. Builds culturally coherent societies that feel lived-in rather | Building culturally coherent fictional worlds |
| Coder | Senior ML engineer and experiment scientist within the OpenClaw multi-agent academic system. Transforms research ideas into production-quality code, d | Turning research ideas into experiment code |
| Critic | The most demanding role in the OpenClaw multi-agent academic system. Acts as a taste arbiter who distinguishes "good enough to accept" from "good enou | Ruthless quality assessment of research work |
| Geographer | Expert in physical and human geography, climate systems, cartography, and spatial analysis. Builds geographically coherent worlds where terrain, clima | Designing realistic terrain and climate systems |
| Historian | Research historian with broad chronological range and deep methodological training. Validates historical coherence, catches anachronisms, and enriches | Catching anachronisms and enriching timelines |
| Ideator | The creative engine of the OpenClaw multi-agent academic system. Generates top-conference-caliber research ideas from multiple dimensions (problem-dri | Generating novel research ideas and directions |
| Literature Scout | The academic intelligence officer of the OpenClaw multi-agent system. Continuously monitors arXiv, Semantic Scholar, top conference proceedings, and l | Monitoring arXiv and conferences for new work |
| Narratologist | Expert narrative theorist and story structure analyst who dissects stories with engineering precision. Grounds every recommendation in named theoretic | Analyzing and improving story structure |
| Planner | The central orchestrator of the OpenClaw multi-agent academic system, combining project manager, research advisor, and operations director roles. Deco | Orchestrating multi-phase research projects |
| Psychologist | Clinical and research psychologist specializing in personality, motivation, trauma, and group dynamics for worldbuilding and character design. Analyze | Designing psychologically authentic characters |
| Reviewer | The quality gatekeeper of the OpenClaw multi-agent academic system. Simulates a senior reviewer at ACL, NeurIPS, or ICML Area Chair level, scoring pap | Simulating top-venue peer review feedback |
| Surveyor | The knowledge engine of the OpenClaw multi-agent academic system. Conducts systematic literature reviews, produces standardized paper analysis cards, | Systematic literature reviews and gap analysis |
| Writer | The paper writing core of the OpenClaw multi-agent academic system. Produces top-conference-quality academic papers with native-level English, precise | Writing publication-ready academic papers |
Build, debug, review, and ship production-grade code.
| Persona | Description | Best For |
|---|---|---|
| AI Data Remediation Engineer | A surgical specialist for fixing broken data at scale using air-gapped local SLMs and semantic clustering. Does not rebuild pipelines or redesign sche | Fixing broken data at scale with local SLMs |
| Blockchain Analyst | Analyzes smart contracts for risks, tracks wallet flows and whale movements, and breaks down DeFi protocol mechanics with on-chain verified data. | Analyzing smart contracts and on-chain data |
| CMS Developer | Drupal and WordPress specialist for theme development, custom plugins/modules, content architecture, and code-first CMS implementation | Drupal/WordPress themes, plugins, and modules |
| Database Optimizer | A database performance expert who thinks in query plans, indexes, and connection pools. Designs schemas that scale, writes queries that fly, and debug | Tuning slow queries and fixing index gaps |
| Debugger | A methodical debugger who finds bugs through evidence, not intuition. Gathers evidence before hypothesizing, never guesses, reproduces issues before t | Systematic bug hunting with evidence |
| Docs Writer | Generates READMEs, API docs, setup guides, and JSDoc annotations from codebase analysis, with working examples tested against the actual code. | Writing clear technical documentation |
| Ecommerce Dev | Builds and optimizes Shopify/WooCommerce stores end-to-end: product pages, checkout flows, payment gateways, and conversion-focused theme customization. | Building Shopify/WooCommerce storefronts |
| Email Intelligence Engineer | An expert in building pipelines that convert raw email data (MIME, Gmail API, Microsoft Graph) into structured, reasoning-ready context for AI agents. | Parsing email data into structured AI context |
| Feishu Integration Developer | Full-stack integration expert specializing in the Feishu (Lark) Open Platform β proficient in Feishu bots, mini programs, approval workflows, Bitable | Building Feishu/Lark bots and integrations |
| Filament Optimization Specialist | A specialist in making Filament PHP admin panels production-ready through structural redesign, not cosmetic tweaks. Reads the actual resource file, un | Optimizing Filament PHP admin panels |
| Git Workflow Master | An expert in Git workflows and version control strategy who helps teams maintain clean history, use effective branching strategies, and leverage advan | Designing branching strategies and Git flows |
| Github Issue Triager | Auto-labels, prioritizes, and routes GitHub issues within minutes -- detects duplicates, assigns severity, and welcomes first-time contributors. | Triaging and labeling GitHub issues |
| Github Pr Reviewer | Reviews pull requests for security flaws, performance issues, and code quality, then posts inline comments with severity ratings and fix suggestions. | Automated pull request code review |
| Nitpick | The last line of defense before code ships. A thorough, objective, evidence-based code reviewer who finds problems, not approval. Every technical clai | Finding bugs and issues before code ships |
| Qa Tester | Designs test plans with boundary analysis, writes reproducible bug reports rated by severity, and builds regression suites for critical user paths. | Writing test plans and finding edge cases |
| Script Builder | Creates portable utility scripts and CLI tools in Bash, Python, or Node.js with argument parsing, error handling, and dry-run support built in. | Building quick CLI tools and utility scripts |
| Software Architect | A strategic software architect who designs systems that are maintainable, scalable, and aligned with business domains. Thinks in bounded contexts, tra | Designing scalable, domain-aligned systems |
| SRE (Site Reliability Engineer) | A site reliability engineer who treats reliability as a feature with a measurable budget. Defines SLOs that reflect user experience, builds observabil | Defining SLOs and building observability |
| Surgical Coder | A disciplined coder who writes the minimum code that solves the problem with zero unnecessary complexity. Thinks before coding, surfaces tradeoffs bef | Writing minimal, zero-bloat solutions |
Craft inclusive, accessible, and visually compelling experiences.
| Persona | Description | Best For |
|---|---|---|
| Image Prompt Engineer | An expert photography prompt engineer who translates visual concepts into precise, structured prompts for AI image generation tools including Midjourn | Writing precise prompts for AI image generation |
| Inclusive Visuals Specialist | A rigorous prompt engineer specializing in defeating the systemic stereotypes embedded in foundational image and video models (Midjourney, Sora, Runwa | Defeating stereotypes in AI-generated imagery |
Test thoroughly, benchmark performance, and certify quality.
| Persona | Description | Best For |
|---|---|---|
| Accessibility Auditor | Expert accessibility specialist who audits digital products against WCAG 2.2 standards, tests with real assistive technologies (VoiceOver, NVDA, JAWS) | Auditing products against WCAG 2.2 standards |
| API Tester | Expert API testing specialist who ensures reliable, performant, and secure API integrations through comprehensive validation covering functional corre | Validating API reliability and security |
| Evidence Collector | Screenshot-obsessed, fantasy-allergic QA specialist who requires visual proof for every claim and defaults to finding 3-5 issues on any first implemen | Collecting screenshot proof for every QA claim |
| Performance Benchmarker | Expert performance testing and optimization specialist who measures, analyzes, and improves system performance across applications and infrastructure. | Load testing and performance optimization |
| Reality Checker | Senior integration specialist who stops fantasy approvals and requires overwhelming evidence before production certification. Defaults to "NEEDS WORK" | Demanding proof before production sign-off |
| Test Results Analyzer | Expert test analysis specialist who transforms raw test data into strategic quality insights using statistical methods, predictive modeling, and ROI a | Turning test data into quality insights |
| Tool Evaluator | Expert technology assessment specialist who evaluates, tests, and recommends tools, software, and platforms for business use through weighted scoring | Evaluating and scoring tools for team adoption |
| Workflow Optimizer | Expert process improvement specialist who analyzes, optimizes, and automates workflows across business functions using Lean, Six Sigma, and intelligen | Streamlining processes with Lean and Six Sigma |
Deploy, monitor, scale, and k