What you will be able to do
- Write a drafting prompt that supplies voice, details only you know, and concrete requirements, and give specific revision feedback
- Write a brainstorming prompt that states your starting point and constraints and asks for several divergent options
- Separate idea generation from evaluation, and combine capabilities when one request spans several task types
1.Drafting: give Claude your voice and your facts
Drafting is the task type where Claude most needs information it has no way of knowing. In Anthropic's AI Fluency course for nonprofits, a director writing an emergency grant proposal improves the draft in two ways. First, they upload past successful work so Claude can match the organisation's voice. Second, they add details only they have: track record, partnerships, staff expertise and actual community relationships. The course's writing exercise lists what a drafting prompt should state: what the funder cares about, the programme's key details, the organisation's voice and values, specific requirements such as word count, required elements and tone, and what makes the approach distinctive.
Format belongs in the prompt too. Anthropic's prompt engineering article advises telling Claude what to do rather than what not to do, for example asking for flowing prose paragraphs instead of saying "no markdown". When a tone is easier to show than describe, include one example and add more only if needed.
Sometimes the approach matters as well as the product. For a personalised fundraising email, guided chain of thought tells Claude what to work out before it writes:
Think before you write the email. First, think through what messaging might appeal to this donor given their donation history. Then, consider which aspects of the Care for Kids program would resonate with them. Finally, write the personalized donor email using your analysis.When a draft makes factual claims, as a press release or grant proposal does, put the check into the prompt. Anthropic's example limits Claude to the supplied documents and then has it review every claim against them:
Draft a press release for our new cybersecurity product, AcmeSecurity Pro, using only information from these product briefs and market reports.
<documents>
{{DOCUMENTS}}
</documents>
After drafting, review each claim in your press release. For each claim, find a direct quote from the documents that supports it. If you can't find a supporting quote for a claim, remove that claim from the press release and mark where it was removed with empty [] brackets.Revision feedback works the same way. The course advises being specific: instead of "make this more compelling," say exactly what to add, for example specific details about your community relationships.
Checkpoint 1 of 5· Check yourself
A first draft of a grant proposal sounds generic. Which follow-up is most likely to improve it?
The course recommends concrete revisions that supply what Claude lacked. Vague requests, more pressure, or a new persona don't give Claude the missing information.
“add these specific details about our community relationships”Source: academy.claude.com
Checkpoint 2 of 5· Exam question
A content team wants Claude to draft a press release, have the draft checked against their style guide, and then produce a revised version based on that check, with each stage logged separately for review. How should this drafting workflow be set up?
Correct answer: A — Chain three calls: draft the release, review it against the style guide, then refine it
- A. Correct. This is the self-correction chaining pattern for drafting tasks: generate a draft, review it against criteria, then refine, with each step as a separate, inspectable call.
- B. Incorrect. Bundling all three stages into one response does not give the team separately logged and inspectable outputs at each stage.
- C. Incorrect. Skipping the style guide review removes the criteria check the team explicitly wants applied before finalizing the draft.
- D. Incorrect. Generating many parallel drafts without a review step against the style guide does not fulfill the requirement to check drafts against specific criteria before revising.
2.Brainstorming: ask for range, then judge separately
Anthropic's documentation says less about brainstorming than about the other three task types, so this section sticks to what it does support. The general rules still apply. A brainstorm about cheap marketing needs the budget, the audience and what has already been tried, because the prompt should carry as much context as possible. One Anthropic field guide to Claude Fable 5 says the most important step is giving Claude context about your starting point, then working with it as a thought partner.
The shape of the request is what changes. Brainstorming wants options to react to, not a single answer. The same guide describes asking for several design approaches and gives an example prompt: "Make me an HTML page with 4 wildly different design directions so I can react to them." Asking for clearly different options brings out what a single answer would hide. The author notes that Claude often finds high-value approaches they would have missed, and that brainstorming helps avoid setting a scope that is too narrow or too wide.
Checkpoint 3 of 5· Check yourself
A product lead's prompt reads: "Give me the best idea for reducing customer churn." What is its main weakness as a brainstorming prompt?
Brainstorming prompts work best when they ask for several clearly different options to react to and supply the context about where you are starting.
“Make me an HTML page with 4 wildly different design directions so I can react to them”Source: claude.com
Generating ideas and judging them are different jobs. If one prompt asks for both, the judging can cut the list short before it has any range. Anthropic's support guidance says to break complex requests into substeps. Prompt chaining applies that across turns: each prompt handles one stage and its output feeds the next. For brainstorming, that means one prompt to generate options under your constraints and a separate prompt to evaluate each one for feasibility before you choose.
Checkpoint 4 of 5· Exam question
A researcher asks Claude to answer a factual question that could be verified from several independent sources before being treated as reliable. Which instruction best supports getting a trustworthy research answer?
Correct answer: A — Ask Claude to cross-check the claim against several sources before calling it settled
- A. Correct. Encouraging source verification, checking a claim across multiple sources, is a recommended practice for getting reliable results on research tasks.
- B. Incorrect. Relying on the first source found skips the verification step needed to establish that a research finding is reliable.
- C. Incorrect. Confident phrasing unrelated to actual verification can misrepresent how well-supported the claim really is.
- D. Incorrect. Hiding which sources were consulted removes transparency and makes it harder to judge how well the claim was actually verified.
3.When one request spans several task types
Real work rarely fits into one category. A business proposal on an emerging technology needs research, then analysis of what was found, then drafting. Spot which task type each part belongs to and give each part its own shape. The research step needs scope, context and the right capability. The analysis step needs named dimensions and grounding. The drafting step needs voice, facts only you know and concrete requirements.
Anthropic's support guidance describes this combination for research-heavy work. Extended thinking together with Research lets Claude plan its approach and then gather information thoroughly. The guide's examples include researching emerging technologies for a business proposal and analysing several scientific papers. When a request also includes a brainstorm, keep generating and evaluating as separate steps, as above.
Checkpoint 5 of 5· Check yourself
A strategist needs Claude to plan carefully and then gather information from many sources on emerging technologies for a business proposal. Which setup does Anthropic's guidance describe for this?
Extended thinking plans the approach and Research does the broad, multi-source gathering. The guidance names this exact business-proposal case.
“Combining extended thinking with research allows Claude to both plan its approach thoughtfully and execute comprehensive information gathering”Source: support.claude.com
Sources6
Exam traps
Each one states something that sounds right. Open it to see what is actually true.
1.When a draft falls flat, the best follow-up is a general push such as "make this more compelling."Why is that wrong?
Specific revisions work better. Tell Claude exactly what to add or change, especially details only you know.
2.A good brainstorming prompt asks Claude for its single best idea and a final verdict in one step.Why is that wrong?
Ask for several clearly different options, then evaluate them as a separate step. Breaking a complex request into substeps keeps generating and judging apart.
Covered in Brainstorming: ask for range, then judge separately
Sources
Every claim above is drawn from one of these pages, quoted as it was written on the date shown.
- 1.
“Upload past successful work to help AI understand your organization”
↩︎ Drafting: give Claude your voice and your facts“your track record, partnerships, staff expertise, and actual community relationships”
↩︎ Drafting: give Claude your voice and your facts“Specific requirements (word count, required elements, tone)”
↩︎ Drafting: give Claude your voice and your facts“Be specific in your revisions”
↩︎ Drafting: give Claude your voice and your facts“Be specific in your revisions”
↩︎ Exam trap 1“add these specific details about our community relationships”
↩︎ Checkpoint - 2.https://claude.com/blog/best-practices-for-prompt-engineeringSecondary source
“Tell the AI what TO do instead of what NOT to do”
↩︎ Drafting: give Claude your voice and your facts“The desired format is easier to show than describe”
↩︎ Drafting: give Claude your voice and your facts“Chaining breaks down complex tasks into smaller sequential steps with separate prompts.”
↩︎ Brainstorming: ask for range, then judge separately - 3.https://platform.claude.com/docs/en/test-and-evaluate/strengthen-guardrails/reduce-hallucinationsOfficial docs
“If you can't find a supporting quote for a claim, remove that claim from the press release”
↩︎ Drafting: give Claude your voice and your facts - 4.https://support.claude.com/en/articles/7996857-my-prompt-isn-t-giving-me-a-helpful-answerOfficial docs
“Make sure that your prompt contains as much context as possible.”
↩︎ Brainstorming: ask for range, then judge separately“Break down complex requests into substeps.”
↩︎ Brainstorming: ask for range, then judge separately“Break down complex requests into substeps.”
↩︎ Exam trap 2 - 5.
“The most important part of this process is to give Claude context about your starting point.”
↩︎ Brainstorming: ask for range, then judge separately“Brainstorming prevents me from setting too narrow or too wide a scope.”
↩︎ Brainstorming: ask for range, then judge separately“Claude often finds high-value approaches I would have missed”
↩︎ Brainstorming: ask for range, then judge separately“Make me an HTML page with 4 wildly different design directions so I can react to them”
↩︎ Checkpoint - 6.https://support.claude.com/en/articles/11095361-when-should-i-use-web-search-extended-thinking-and-researchOfficial docs
“Combining extended thinking with research allows Claude to both plan its approach thoughtfully and execute comprehensive information gathering”
↩︎ When one request spans several task types