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By role
Pick the work you do. Each role is a set of workflows you run step by step in the AI app you already pay for, with the skills, servers and plugins for each part.
862 workflows across 84 roles
Product and project
89 workflows
7 roles · 868 skill packs · 58 MCP servers · 30 plugins
Decides what to build and why, then sees it through launch and measures what it did.
18 workflows · 342 skill packs · 8 MCP servers · 8 plugins
3 narrower roles
Technical product manager 12, Product owner 14, Product operations 10
Gets an agreed piece of work delivered on time and on budget: scope, schedule, risks and status.
12 workflows · 133 skill packs · 13 MCP servers · 2 plugins
2 narrower roles
Engineering
155 workflows
15 roles · 2,465 skill packs · 777 MCP servers · 128 plugins
Designs, writes, tests and maintains software, from a single feature to whole systems.
11 workflows · 1,127 skill packs · 242 MCP servers · 35 plugins
8 narrower roles
Frontend engineer 9, Backend engineer 10, Full stack engineer 9, Mobile engineer 10, Machine learning engineer 11, Data engineer 10, Solutions architect 10, Game developer 10
Keeps software running: the pipelines that ship it, the cloud it runs on and the alerts when it breaks.
12 workflows · 437 skill packs · 77 MCP servers · 13 plugins
1 narrower role
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Checks that software works before people use it: plans tests, automates them and tracks defects.
11 workflows · 564 skill packs · 28 MCP servers · 12 plugins
Protects systems and data: finds weaknesses, fixes them and responds when something goes wrong.
11 workflows · 751 skill packs · 76 MCP servers · 18 plugins
Leads a team of engineers: hiring, growth, planning and keeping delivery healthy.
11 workflows · 410 skill packs · 14 MCP servers · 30 plugins
Builds the software and electronics inside devices: firmware, circuits and connected hardware.
9 workflows · 49 skill packs · 17 MCP servers · 1 plugin
Data and analysis
79 workflows
7 roles · 828 skill packs · 117 MCP servers · 23 plugins
Turns data into answers: pulls it, checks it, analyzes it and explains what it means.
11 workflows · 370 skill packs · 72 MCP servers · 11 plugins
4 narrower roles
Analytics engineer 11, BI developer 13, Product analyst 10, Marketing analyst 9
Works out what a business needs from a change and writes it down so it can be built and signed off.
12 workflows · 120 skill packs · 1 MCP server · 4 plugins
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Uses statistics and machine learning to predict, explain and test what reporting alone cannot answer.
13 workflows · 189 skill packs · 8 MCP servers · 1 plugin
Design and research
65 workflows
6 roles · 1,047 skill packs · 99 MCP servers · 32 plugins
Designs how a product works and feels: flows, screens and interactions, tested with real users.
12 workflows · 475 skill packs · 42 MCP servers · 9 plugins
2 narrower roles
Finds out what people need and how they behave, through interviews, tests and surveys.
12 workflows · 171 skill packs · 2 MCP servers · 4 plugins
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Makes visual work for print and screen: layouts, illustrations, ads and presentations.
10 workflows · 411 skill packs · 44 MCP servers · 9 plugins
1 narrower role
Marketing
89 workflows
9 roles · 1,027 skill packs · 140 MCP servers · 27 plugins
Plans and runs marketing: who to reach, what to say, which channels, and what it brought in.
11 workflows · 201 skill packs · 7 MCP servers · 3 plugins
2 narrower roles
Finds and keeps customers through experiments across the funnel, from first visit to lifecycle email.
10 workflows · 472 skill packs · 34 MCP servers · 9 plugins
2 narrower roles
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Plans and makes content that draws people in: articles, newsletters, guides and videos.
8 workflows · 409 skill packs · 28 MCP servers · 8 plugins
2 narrower roles
Sales and customers
66 workflows
7 roles · 829 skill packs · 237 MCP servers · 19 plugins
Wins new customers: runs the sales conversation from first call to signed deal.
11 workflows · 171 skill packs · 17 MCP servers
3 narrower roles
Sales development representative 9, Sales engineer 8, Account manager 8
Makes sure customers get value after they buy: onboarding, adoption, health checks and renewals.
10 workflows · 270 skill packs · 43 MCP servers · 7 plugins
1 narrower role
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Builds deals with other companies, such as resellers, integrations and alliances, that bring in customers.
11 workflows · 125 skill packs · 4 MCP servers
Operations
60 workflows
6 roles · 1,366 skill packs · 241 MCP servers · 60 plugins
Keeps the business running smoothly: processes, people, vendors and the numbers behind them.
10 workflows · 833 skill packs · 155 MCP servers · 41 plugins
2 narrower roles
Analyzes the business and drives the plans that come out of it: planning cycles, strategy and special projects.
10 workflows · 355 skill packs · 23 MCP servers · 13 plugins
1 narrower role
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Runs an executive's calendar, inbox, travel and meetings, and often the office too.
11 workflows · 384 skill packs · 54 MCP servers · 6 plugins
Finance and risk
46 workflows
5 roles · 796 skill packs · 95 MCP servers · 22 plugins
Builds the budget, forecast and models, and explains to leaders what the numbers mean.
9 workflows · 189 skill packs · 39 MCP servers · 8 plugins
2 narrower roles
Keeps the books: records transactions, closes each month, reconciles accounts and prepares filings.
10 workflows · 54 skill packs · 5 MCP servers · 2 plugins
1 narrower role
People and HR
40 workflows
4 roles · 456 skill packs · 33 MCP servers · 12 plugins
Finds and hires people: writes the role, sources candidates, runs interviews and closes offers.
11 workflows · 201 skill packs · 11 MCP servers · 7 plugins
Advises managers on people matters: organization, performance, pay, employee relations and change.
9 workflows · 165 skill packs · 10 MCP servers · 1 plugin
2 narrower roles
Legal and compliance
37 workflows
4 roles · 805 skill packs · 73 MCP servers · 17 plugins
Advises on legal risk and handles contracts, disputes and regulatory questions for clients or an employer.
8 workflows · 226 skill packs · 15 MCP servers · 6 plugins
1 narrower role
Makes sure the company follows the rules that apply to it: policies, controls, training and audits.
10 workflows · 649 skill packs · 45 MCP servers · 13 plugins
1 narrower role
Founders and leadership
47 workflows
5 roles · 1,385 skill packs · 152 MCP servers · 59 plugins
Starts a company and does whatever it needs: the idea, the product, fundraising, hiring and first customers.
11 workflows · 239 skill packs · 12 MCP servers · 3 plugins
Runs a company or a large part of one: strategy, the leadership team, budgets and results.
9 workflows · 425 skill packs · 26 MCP servers · 10 plugins
2 narrower roles
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Advises organizations on strategy and operations, with structured analysis and a clear recommendation.
9 workflows · 520 skill packs · 43 MCP servers · 19 plugins
Writing and media
37 workflows
4 roles · 1,325 skill packs · 146 MCP servers · 28 plugins
Researches and writes articles, stories, books or posts for readers.
8 workflows · 582 skill packs · 34 MCP servers · 9 plugins
2 narrower roles
Editor 9, Technical writer 9
Plans, shoots, edits and publishes video or podcasts, and grows an audience for them.
11 workflows · 526 skill packs · 71 MCP servers · 14 plugins
Research and education
33 workflows
3 roles · 853 skill packs · 93 MCP servers · 30 plugins
Asks questions and answers them with evidence: reads the literature, runs studies, writes papers and wins grants.
12 workflows · 610 skill packs · 58 MCP servers · 22 plugins
Plans lessons, teaches, assesses and supports learners in a school, university or course.
11 workflows · 139 skill packs · 10 MCP servers · 4 plugins
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Learns in a course or degree: reads, writes assignments, studies for exams and does projects.
10 workflows · 385 skill packs · 41 MCP servers · 8 plugins
Healthcare
19 workflows
2 roles · 146 skill packs · 18 MCP servers
Cares for patients: assessment, diagnosis, treatment, notes and follow up.
9 workflows · 107 skill packs · 16 MCP servers
Runs the business side of care: staffing, scheduling, billing, compliance and quality.
10 workflows · 51 skill packs · 8 MCP servers
A role's workflows are the parts of its work tree, each with its steps; they open one by one as we build and test them. Tool counts are distinct listings suggested for a role or across an area. Placement here is editorial and never paid.