Anthropic Shares Power Prompts That Improve AI Results

Anthropic precocious published prompting techniques for Claude Fable 5.1 that whitethorn besides thief users of different models prevention tokens and get amended results.

Writing Density

Claude provides an highly elemental punctual that improves each penning and helps to flooded immoderate of the annoying tics that AI penning contains. Anthropic calls this benignant of writing, “mannered prose.”

The measurement it useful is very simple: Define the benignant of penning behaviour you don’t want and explicate what that shape looks like. Then specify what you want instead. Define the bad penning pattern, past springiness the exemplary an illustration of what to do instead. Anthropic says that moreover a very short and wide punctual tin work.

Anthropic provides 2 versions of the penning punctual upgrade.

The Long Version Of Writing Prompt

“Mannered prose substitutes metaphor and flourish for nonstop statement. Instead of “a parameter worthy varying,” the mannered writer produces “a dial worthy turning.” Instead of “this constituent still matters,” they constitute “this constituent earns its keep.” The phrases beryllium to show the writer, not to convey the idea, and readers tin tell. That is why mannered prose irritates: it makes the scholar activity harder truthful the writer tin perform. It is besides imprecise. Metaphors resistance successful connotations the writer did not take and cannot control. The hole is to opportunity what you mean. When a literal building is available, usage it.”

The Short Version Of Writing Prompt

“Please region each mannered prose.”

Formatting In Chat

Anthropic explains that Fable 5.1 uses little formatting, including bold, headings, lists, and quotation marks, than erstwhile models. This intends that users pinch anti-formatting rules whitethorn person to set their prompts to relationship for this caller behavior. Anthropic recommends removing those rules altogether aliases to create caller rules that explicate erstwhile to usage them.

While this is simply a punctual circumstantial to Fable 5.1, users of different AI systems whitethorn use from refreshing aged prompts because AI models are perpetually changing.

Anthropic offers this illustration punctual to usage for formatting:

“Use lists and slug points erstwhile asked to, aliases erstwhile the contented is multifaceted capable that they thief pinch clarity. If the personification explicitly requests minimal formatting, ever format your responses without slug points, headers, lists, aliases bold emphasis, arsenic requested. In conversational, personal, aliases affectional exchanges, support to plain prose.”

Search Triggering At Low Effort

Claude Fable 5.1 has aggregate effort levels, and Anthropic recommends starting astatine the default precocious level and past testing the others. Anthropic says the “low” level is comparable successful costs to Claude Opus and Claude Sonnet models while scoring higher than both.

The rumor pinch debased effort, though, is that Fable 5.1 relies little often connected hunt and retrieval devices and leans much connected its parametric memory. So if you’re utilizing the debased mounting to prevention connected cost, this punctual tin supply a bump successful capacity without moving to a much costly setting.

Low Effort Nudge Prompt

“When a query centers connected a sanction you do not confidently recognize, aliases admit from a fast-moving area for illustration AI models and developer devices wherever the scenery shifts wrong months, the sanction itself is the point to verify: hunt earlier answering, and see the sanction arsenic the personification wrote it successful astatine slightest 1 query alongside immoderate reformulations. This holds moreover erstwhile you person immoderate inheritance connected it — partial inheritance is precisely what makes an out-of-date reply sound authoritative, truthful familiarity is not a logic to skip the search.”

Prefer Targeted Edits Over Whole-File Rewrites

This powerfulness punctual whitethorn beryllium useful to users who code, including WordPress developers, because it instructs the AI to make the smallest basal alteration alternatively of rewriting an full CSS/PHP/JavaScript configuration aliases template file. Anthropic describes this arsenic a solution to a Fable 5.1 behavior, but the punctual should beryllium useful crossed a wide scope of AI coding devices and agents.

Targeted Edits Prompt Upgrade

“The number of tokens utilized to edit files is champion minimized, each other being equal. Therefore, erstwhile it will not impact the extremity result, effort to surgically edit a record alternatively than rewrite the full thing.”

Finish The Whole Task

This punctual is circumstantial and peculiar to Claude Fable 5.1. Anthropic says that Fable is capable to complete agelong tasks without overmuch elaborate guidance erstwhile location is simply a clear goal. But connected “asynchronous workloads” Fable tin sometimes request a “nudge” to not extremity its move but to support going until it’s done.

If you find that the AI is needlessly pausing to inquire support to proceed to the adjacent measurement erstwhile it’s not basal past this is the punctual to use. These are really 2 mixed prompts.

Finish The Whole Task Prompt:

“You are operating autonomously. The personification is not watching successful existent clip and cannot reply questions mid-task, truthful asking ‘Want maine to…?’ aliases ‘Shall I…?’ will artifact the work. For reversible actions that travel from the original request, proceed without asking. Stop only for destructive actions aliases genuine scope changes the personification must decide. Offering follow-ups aft the task is done is fine; asking support earlier doing the activity is not.

Exception: erstwhile the personification is describing a problem, asking a question, aliases reasoning retired large alternatively than requesting a change, the deliverable is your assessment. Report your findings and stop. Don’t use a hole until they inquire for one.

Before ending your turn, cheque your past paragraph. If it is simply a plan, an analysis, a question, a database of adjacent steps, aliases a committedness astir activity you person not done (‘I’ll…’, ‘let maine cognize when…’), do that activity now pinch instrumentality calls. That includes retrying aft errors and gathering missing accusation yourself. Do not extremity because the discourse aliases convention is long. End your move only erstwhile the task is complete aliases you are blocked connected input only the personification tin provide.

Before moving a bid that changes strategy authorities (such arsenic restarts, deletes, aliases config edits), cheque that the grounds really supports that circumstantial action. A awesome that pattern-matches to a known nonaccomplishment whitethorn person a different cause.”

Takeaway

Anthropic’s guide for powering up prompts shows really to prevention tokens, unlock precocious capacity from debased effort settings, and get the champion output from Fable 5.1 and besides from different AI tools.

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