Manus fundamentally changes the human-AI relationship — instead of prompting and guiding, you define a goal and Manus handles the entire execution. It plans its own approach, executes each step, monitors progress, and delivers a finished result without requiring your involvement at any stage.
Describe the output you want — a research report, a working script, a competitive analysis — with enough context for Manus to work independently.
Before starting, Manus shows you its execution plan: the steps it will take, the sources it will use, and the format of the final deliverable.
Manus works independently — browsing, writing, coding, testing — adapting its approach if it encounters unexpected findings or obstacles.
You receive the completed task — structured report, working code, formatted document — ready for review. Your job is to evaluate and refine, not produce from scratch.
Researching a new market autonomously
Research the B2B HR analytics software market. Produce a 15-page report covering: market size, top 10 vendors with funding, pricing models, key differentiators, customer segments, and the 3 most important trends for the next 2 years.
Building a complete working tool
Build a Python CLI tool that scrapes job postings from LinkedIn for a given query, deduplicates them, exports to a CSV with company, title, salary range, and location columns, and includes a README. Fully working with tests.
Comprehensive competitor intelligence
Create a competitive intelligence report on our top 3 competitors in the project management space. Include their product roadmap signals (based on recent launches), pricing changes in the last 6 months, customer sentiment from review sites, and hiring patterns.
"Deliver as a formatted PDF report with executive summary, table of contents, and cited sources" produces a much more professional output than just describing the content needed.
"Research depth comparable to a McKinsey industry brief" or "code quality that would pass a senior engineer's code review" sets the quality bar Manus targets.
Tell Manus what NOT to do: "don't include company history older than 2023", "focus on publicly available data only", "keep the report under 20 pages." Constraints shape output quality.
Manus produces excellent first drafts. Plan to review for accuracy on specific facts, personalize for your audience, and validate any code before deploying it.