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Lesson 6 of 8 · 12 min read · Beginner

Five everyday workflows and what each costs

Writing, research, coding, data and planning — the five things most people use Claude for, set up the efficient way, with a frank note on whether the free tier covers each one.

In this lesson you will

  • Set up five repeatable workflows in projects
  • Know which of them the free tier realistically covers
  • Recognise the point where a workflow should move to the API

Most Claude usage falls into five jobs. Each one below is described as a project — a saved instruction plus files — so you set it up once and reuse it. The cost note at the end of each is the honest version: what the free tier handles, and when paying starts to make sense.

1. Writing and editing

Create a project called *Writing* with a style instruction ("British English, short paragraphs, no marketing adjectives") and two or three samples of your own writing as files. Then every chat is a draft or an edit in your voice. Ask for edits as a diff — "list the changes you would make, then the revised text" — so you can reject what you disagree with.

Cost: Free covers a few drafts a day comfortably. Long-form work with many revisions is the first thing that pushes people to Pro, because every revision re-reads the whole piece.

2. Research and summarising

A research workflow that stays inside the allowance1Collect sourcesPDFs, links, notes2One projectupload once3Brief per source"3 findings, 1 caveat"4Synthesis chatcompare the briefs5Verify claimsask for quotes
Figure 1.Summarise each source separately, then synthesise the summaries. It is more accurate than one giant prompt and uses far fewer tokens.

Upload sources to a project, ask for a fixed-format brief of each ("three findings, one caveat, one quote"), then open a new chat to compare the briefs. Enable web search only when you need something after the training cutoff. Always ask for the supporting quote; Claude is good at pulling it and it is your check against a confident mis-summary.

Cost: This is where the million-token window earns its keep. Free handles a handful of documents; a weekly research habit with big PDFs is squarely Pro territory.

3. Coding

For questions and snippets, the app is fine: paste the function, state the language and the failing case. For real work in a repository, use Claude Code, which reads the codebase itself. Ask for the smallest change that fixes the problem and for the test that proves it; both instructions cut the size of the answer and the number of follow-ups.

Cost: Occasional snippets are free-tier work. Claude Code is where Pro's allowance runs out fastest, and the only workflow in this list where Max is a rational purchase. Compare it against the alternatives in Claude vs Cursor for coding.

4. Data and spreadsheets

Paste a CSV or upload a spreadsheet and ask for the analysis you want in the shape you want: "a table of monthly totals, then the three biggest anomalies with a one-line explanation each". For repeated reports, save the question as the project instruction. For anything you will run every week on fresh data, that is an API job — lesson 7.

Cost: Free for one-off looks. Weekly reports on the same template are the classic case for moving to the API with a cached prompt.

5. Planning and decisions

Give Claude the constraints, not the question. "Plan a launch" gets a template. "Plan a launch for a two-person team, $3,000 budget, six weeks, no paid ads, here is what worked last time" gets a plan. Ask it to argue the other side afterwards; the second answer is often more useful than the first.

Cost: Almost always free-tier work. Short, high-value, low-volume.

Workflow by cheapest meter
WorkflowFree coversPro whenAPI when
WritingLight daily draftingLong pieces, many revisionsGenerating at volume (newsletters, listings)
ResearchA few documents a weekBig PDFs, weekly habitPipelines over many documents
CodingSnippetsClaude Code daily (Max if all day)CI, bots, code review at scale
DataOne-off analysisFrequent ad-hoc analysisAny scheduled report
PlanningYesRarely neededRarely needed

Knowledge check

Which workflow is the strongest case for Claude Max rather than Pro?

Lesson FAQ

Can Claude read a whole website?

With web search or web fetch enabled it can read pages you point it at. For a whole site, paste or upload the pages you care about; it is faster and more reliable.

Can Claude make charts?

In the app it can produce charts and small interactive artifacts alongside the answer. For polished output you will still finish in your own tool.

Is my uploaded data used for training?

That depends on your plan and your settings. Review the data controls in Settings and, for business data, use a Team or Enterprise plan or the API, which have different terms.

Finished reading?

Mark it done to track your progress through the course.

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