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Clarify Feedback Instantly with Claro

Turn vague or emotional feedback into clear, actionable tasks — by asking the client the right question.

Atarim team Updated 7 Aug 2026 · 13 min read
Atarim AI
Claro turning a vague client comment into a clear, actionable task
Before you start

Relevant for

  • Project managers reducing clarification delays.
  • Designers and developers who need precise specs before starting.
  • Clients leaving unstructured or shorthand feedback.
  • QA teams streamlining issue reporting.

Required knowledge

  • Familiarity with leaving comments or tasks in Atarim.
  • Comfortable reading an approval request and deciding whether to accept it — approvals from workspace chat apply to a live client site.
  • No technical knowledge needed. Clients read plain-language options and never see a setting name.

Tools & resources needed

  • No setup required for clarification — Claro runs in supported views via the Collaborate URL.
  • Access to the InnerCircle group.
  • A project brand kit, if you want options grounded in the client's business rather than generic. Recommended before inviting clients to comment.
  • For Claro to change a site from workspace chat: the Atarim WordPress plugin connected, on WordPress 6.9 or later.

Feedback is often rushed, unclear or emotional, and each vague comment costs a round trip. Claro handles this differently from a plain rewrite: rather than guessing what “this feels off” meant, it asks the client to choose between three specific options — then hands your team the clarified result.

Claro Personality Snapshot

Claro is Clarity & Strategy, and the only member of the team switched on by default — the others you choose, this one is already there. It’s also the only one that doesn’t make anything. Pixel designs, Lexi writes, Glitch repairs; Claro is the orchestrator, deciding what the work actually is, who it belongs to, and handing it over. It sits a level above the specialists and never does their job itself, even when it could. When a review starts you’ll see it announce itself in the sidebar, Claro here, bringing clarity, and then get out of the way while they work.

Its instinct is to go under the request rather than take it at face value. Asked to move a button, it wants to know what moving the button was meant to solve — the problem, not the proposed fix. That’s the same instinct behind the three options: where intent is genuinely unclear, it would rather put two or three concrete readings in front of you than guess well and be confidently wrong.

In conversation it’s short. Warm in the way a capable colleague is over Slack rather than over email — no preamble, no sign-off, no restating your question back at you, and a brief answer to a brief question. Length gets earned by the work rather than taken as standard. When it hands clarified feedback to your team it shifts register slightly, opening a discussion rather than issuing instructions, because the point is to get the team talking about the best approach rather than to close the matter.

How it actually works

StageWhat happens
1. ScoringEvery new comment is assessed for how clear and actionable it is — whether it identifies the exact element, and whether a developer or designer could act on it as written.
2. OptionsWhere a comment is vague, Claro offers exactly three specific options, written in plain client language rather than technical terms, each applied in one click.
3. SummaryOnce the client picks, the clarified feedback is turned into direction your team can act on — describing what will look different rather than naming the setting behind it.
How Claro handles a piece of feedback
Scoring a comment on specificity and actionability
Note
Clear, well-written feedback is left untouched. Scoring is what decides whether Claro steps in at all, so a precise comment simply passes through.
Recommendation
Let the client answer rather than answering for them. The three options exist so the person who left the feedback resolves the ambiguity — picking on their behalf reintroduces exactly the guesswork Claro removes.

How a comment is scored

Scoring is the mechanism behind everything else, and it’s more precise than “vague or not”. Each comment is rated on two things: specificity — does it identify the exact element, page or feature — and actionability — could a developer or designer act on it as written.

ClarityExampleWhat happens
Very low“Fix this”, “broken”, “looks bad”Clarification offered.
LowSome context, but a critical detail missingClarification offered.
Clear enoughActionable, with minor judgement neededPasses through untouched.
Fully specificExact quoted text, or technical valuesPasses through untouched.
Scoring a comment on specificity and actionability
How Claro handles a piece of feedback
Tip
Teach clients one habit: put the exact words in quotes when they want copy changed. It’s the single easiest way to lift a comment above the clarification threshold, and it removes a round trip without them needing to learn any terminology.
Note
Claro assumes the commenter is pointing at the element they’re describing, since the comment is pinned to it. That’s why “make this bigger” scores acceptably here but would be meaningless in an email — the location is already known.

When Claro steps in

  • Vague client feedback
  • Emotional or shorthand team notes
  • Manual task creation with incomplete detail
  • Input flagged by other specialists
  • Typical triggers are comments like “doesn’t feel right”, “not sure about this section”, “make it pop”, “punch this up”, or “make this text better”. Well-intentioned, but not something a developer can act on without asking.

    Warning
    Suggestions are interpretations, not mandates. Review and confirm before implementing. Claro is guessing at what the client meant — well, but still guessing.

    What comes with each task

    Alongside the clarified wording, every task carries the technical context a developer would otherwise have to request.

    CapturedWhy it matters
    ScreenshotShows the page as it was when the comment was left.
    Element locationIdentifies the exact element, not the general area of the page.
    Device, browser and resolutionExplains issues that only occur on certain setups.
    Canvas sourceWhether the feedback came from WordPress or a live site.
    The technical context attached to each task
    The technical context attached to each task
    A clarified task with its developer context
    A clarified task with its screenshot
    Tip
    Because each comment carries a visible task ID, references like “same as task 4” are meaningful to Claro — so clients can point back to earlier feedback and it will be understood rather than treated as a fresh, contextless remark.

    What the three options look like

    Every option is something the client can watch apply to the element in one click, and they come in two kinds.

    KindWhat changesAvailable on
    WordingThe element’s actual text is rewritten and swapped in live.Single text runs only — a heading, button, link, label or paragraph.
    LookSize, colour, weight, spacing, alignment or emphasis.Both text runs and containers.

    Each option is titled in the client’s own language, naming the outcome rather than the technique — “Make the headline stand out” rather than “increase the font weight” — followed by a sentence or two on what will look different and why it helps. Nothing technical — no setting names, no numbers — appears in what the client reads.

    Note
    Feedback on a container or a section won’t offer a wording option, because replacing the text of a wrapper would wipe out everything inside it. Images and icons are the same. Those get three Look options instead, varying different properties rather than three versions of one idea.
    Recommendation
    Set up the project’s brand kit before inviting clients to comment. Where a brand context exists, Claro grounds its options in that business — rewritten copy fits what the company actually does, and colour options draw on the brand palette. Explore Agency Brief: Building Your Brand Kit.
    Tip
    Reactive feedback — “boring”, “meh”, “flat” — rarely points at one thing, so the three options deliberately spread across different interpretations rather than offering variations of a single guess. That’s why picking one is genuinely informative: the choice tells you which reading was right.

    Previewing a change before committing

    Options apply live to the element, so the client sees the result rather than imagining it. Colour, visibility, alignment and emphasis apply directly; size and spacing changes step up or down by a proportion of the element’s current value, so the result stays in keeping with the existing design rather than jumping to an arbitrary number.

    An option applied live to the element for preview
    An option applied live to the element for preview

    Every option acts on the element the comment is pinned to, or something inside it — never a neighbouring or parent element.

    Note
    Nothing is committed by looking. The element is saved before an option is applied and put straight back afterwards, so a client can try all three and leave the page exactly as they found it. A change only becomes real work once they pick one.
    Note
    Preview only applies to visual changes. Backend work, content rewrites, performance problems and behavioural bugs are still clarified, but there’s nothing to show — those come through as a task for your team rather than something previewable. The same happens when the comment isn’t tied to a specific element.

    What your team receives

    Once the client has picked an option, Claro writes the result up for whoever has to act on it. It isn’t a rewritten version of the original comment — it’s a short message built from what the client actually chose.

    It comes in three parts. An opening line saying the feedback was followed up and with whom, naming the client where their name is known. Then the interpreted changes as a numbered list, one short sentence each. Then a closing line inviting the team’s view on the best way to handle it.

    The tone is deliberately collaborative rather than instructional — it’s opening a discussion, not issuing a work order. Everything is described as a visual outcome or an improvement for the visitor, never in technical terms, so it stays readable for anyone on the thread while being specific enough for a designer to act on.

    Working with the clarified task

    The resulting task is anchored to the exact element on the canvas, so the conversation stays attached to what it’s about.

    Instructions:

  • Open the task from the element it’s pinned to.
  • Reply with updates, change the status or priority, reassign it to another teammate, or add tags.
  • Watch for related findings — the specialists stay active and will flag follow-up issues arising nearby.
  • Review the original comment alongside the clarified version. Both remain visible in the task thread.
  • Note
    If a rewrite doesn’t help, ignore or dismiss it. The original comment stays untouched — Claro never overwrites what someone actually said. Explore How to Review and Respond to Client Feedback.

    Where Claro works

    Claro appears in more places than most people realise, and behaves differently in each.

    WhereWhat it doesHow it starts
    Collaborate URLsScores comments and offers three clarification options.Automatic.
    Page reviewsOpens the review with a plain summary of what’s being checked and why, then briefs the specialists before they start.Automatic whenever a review runs.
    InboxBrings the InnerCircle into a task thread — clarifying, suggesting, sanity-checking.Switch on AI mode in the comment editor.
    Workspace chatActs as project manager across every project, site and task, delegating work to the specialists.Open the chat.
    OnboardingIntroduces itself and guides initial setup.Automatic during onboarding.
    Warning
    Automatic clarification is Collaborate URLs only. The scoring and three-option flow doesn’t run on Kanban boards or in design and image projects. Vague feedback arriving through those routes still needs clarifying yourself.

    In page reviews

    Every page review opens with Claro rather than with a finding. It writes the overview — what’s being checked, on which page, and what the review is aiming at — and then briefs the specialists on that intent before any of them starts looking. The findings that follow are theirs; the framing around them is Claro’s.

    Claro briefs the specialists on that intent before any of them starts looking.

    This is why a review reads as a piece of work rather than a list of complaints. Someone has set out what was being looked for before anyone reports what they found.

    In the Inbox

    AI mode joins an existing thread, so it answers with the task’s history in front of it rather than from scratch.

    Instructions:

  • Open a task thread in the Inbox.
  • Switch on AI mode in the comment editor. The InnerCircle picks up the thread. Whichever specialist the work belongs to is the one who answers — Glitch for something broken, Lexi for wording, and so on — with Claro routing rather than replying itself.
  • Ask it to clarify something, suggest ideas, or sanity-check your thinking — all based on the thread’s contents.
  • Claro answering within an Inbox thread
    Claro answering within an Inbox thread
    AI mode replying with the task's history
    AI mode replying with the task’s history

    In workspace chat

    This is the largest of Claro’s roles and the one the feedback-clarifier name understates. In chat, Claro works at workspace scope across every project, site and task your agency manages, acting as project manager while the specialists do the work at project level.

    Claro working at workspace scope in chat
    Claro working at workspace scope in chat
    Note
    Claro can take real actions on your sites from chat — installing and activating plugins, or writing WordPress settings. Anything destructive is gated: it comes back as a pending approval you explicitly approve or cancel, rather than firing silently. Explore the WordPress Plugin.
    Tip
    Claro is honest about its own limits rather than claiming success it can’t verify. If it says a setting lives somewhere it can’t reach and guides you to do it in WordPress admin, that’s the design working — not a failure.

    White-label behaviour

    Note
    Where a workspace is white-labelled, Claro presents itself under your agency’s name rather than as Claro or Atarim. Disconnecting reverts it to Claro; reconnecting picks up the new branding. Clients therefore never see the Atarim name in these conversations.

    Working with the other specialists

    AgentContribution during feedback
    PixelValidates whether visual feedback aligns with the design system.
    LexiReviews copy clarity where feedback affects CTAs or headlines.
    NaviChecks accessibility — contrast compliance, structure, keyboard and screen-reader use.
    GlitchChecks for broken links, missing assets, faulty form structure, and console errors where console output was captured.
    Recommendation
    Make sure the AI icon is enabled, or tag @innercircle, so feedback is processed. Discover Getting The Most Out Of The InnerCircle.
    Recommendation
    Run a page review to see the whole team work. Claro opens it with the read of the page, then briefs the specialists on what matters before any of them start looking. Explore How to Run an AI-Powered Page Review.

    Frequently asked questions

    Do I need to activate Claro manually?

    No. It runs automatically on comments containing vague or ambiguous phrasing.

    Why does it give options rather than just rewriting?

    Because the client knows what they meant. Three specific choices in plain language resolve the ambiguity properly, rather than guessing at it.

    Can I review the original comment?

    Yes. The original and the AI-written task are both visible in the task thread.

    What language are the options written in?

    Plain, non-technical language. Technical terms never appear in what a client reads — an option is titled by the outcome it produces, not the technique behind it.

    Where does Claro work?

    Four places. Automatic clarification on Collaborate URLs; on-demand replies in the Inbox; as project manager in workspace chat; and during onboarding. It doesn’t run on Kanban boards or in design and image projects.

    What happens when I select Clarify?

    It confirms you want the original feedback clarified. The resulting task appears beneath the comment and is attached to the task thread.

    Why is there no wording option on some elements?

    Wording changes are only offered on single text runs. On a container, section, image or icon you’ll get three styling options instead.

    Does the brand kit affect the options?

    Yes. Where a project has a brand context set, options are grounded in that business — copy fits what the company does, and colour options use the brand palette.

    Why do some vague comments pass through?

    Scoring accounts for context. A comment pinned to an element already carries its location, so “make this bigger” can be actionable where it wouldn’t be in an email.

    Can I dismiss a suggestion?

    Yes. Ignore or dismiss it and the original comment remains untouched.

    Can Claro change my client’s website?

    From workspace chat it can install plugins and write settings, but destructive actions are gated — they come back as a pending approval for you to accept or cancel.

    What happens on a site that isn’t WordPress?

    You still get the advice and the deliverable. Claro will say plainly that the site can’t be changed and what would enable it, rather than reporting a change that didn’t happen.

    Can a change Claro routed be undone?

    Yes, at three levels: a single element from the copy saved before the change, a page through WordPress’s own version history, and a whole site only from a backup plugin installed on that site.

    Will clients see the Atarim name?

    Not in a white-labelled workspace. Claro presents itself under your agency’s branding instead.

    Do other agents contribute?

    Yes. Claro leads the clarification, and Pixel, Lexi, Navi and Glitch may add insight where the feedback touches their domain.

    Common issues

    • Claro didn't clarify a comment — it was probably clear enough already. Scoring decides whether Claro steps in.
    • Nothing happens automatically in the Inbox — expected. In the Inbox you switch AI mode on in the comment editor rather than it running by itself.
    • Nothing happens on a board or design project — automatic clarification runs on Collaborate URLs only.
    • The rewrite misses the point — dismiss it. The original comment is unaffected.
    • The AI isn't responding — check the AI icon is enabled, or tag @innercircle.
    • You can't find the original comment — both the original and the clarified version stay in the task thread.

    Conclusion

    Claro closes the gap between what someone meant and what your team needs to act on — not by guessing, but by scoring each comment for clarity and asking the client to choose between three specific options when it falls short.

    The practical shift is that you can encourage clients to leave feedback freely. Vague input is what Claro is for. Discover Reducing Feedback Cycles with Visual Collaboration.

    Tips & best practices

    • Encourage clients to leave any feedback — Claro thrives on vague input.
    • Let the client pick from the options rather than choosing for them.
    • Use shorthand internally and let Claro handle the rewrite.
    • Review clarified tasks during stand-ups or sprint grooming.
    • Confirm interpretations before implementing them.
    • Ask clients to quote exact wording for copy changes — it lifts clarity immediately.
    • Use the preview to show clients the result before committing to it.
    • Set up the brand kit first — it makes the options specific to the client's business.
    • Switch on AI mode in the Inbox when you want help working through a thread.
    • Read approval requests properly before accepting — they're real changes to live sites.

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