Google Business Review Responder
/install google-review-responder
Skill: Google Business Review Responder
Description
Automatically monitors Google Business Profile reviews for clients, drafts professional responses, and sends them via Telegram for approval before posting.
Trigger
This skill activates during heartbeat checks and when the operator replies to a review approval message.
Review Check Flow (Heartbeat)
- Run the review check script for each configured client:
python3 ~/review-responder/gbp_reviews.py check --client \x3Cclient_id> - For each new unanswered review found, draft a response following the Response Guidelines below.
- Send the draft to the operator via Telegram in this format:
📝 New Review for [Business Name]
⭐ [star_rating] from [reviewer_name]
💬 "[review comment]"
My draft reply:
"[your drafted response]"
Reply OK to post, or send your edits.
(Review ID: [review_id] | Client: [client_id])
- Do NOT post the reply automatically. Wait for operator approval.
Approval Flow (Chat)
When the operator replies to a review draft:
-
"OK" or "post it" or "send it" or "approved": Post the draft as-is using:
python3 ~/review-responder/gbp_reviews.py reply --client \x3Cclient_id> --review \x3Creview_id> --reply "the approved response"Confirm once posted: "Done -- reply posted for [reviewer_name]'s review."
-
Edited text: If the operator sends replacement text (anything that isn't a simple approval), use their text as the reply instead. Confirm before posting: "Got it -- posting your version now."
-
"Skip" or "ignore": Do not reply to that review. Remove it from pending.
Response Guidelines
Tone Principles
- Warm, professional, and human -- not corporate or robotic
- Specific to what the reviewer said (never generic "thanks for your review!")
- Concise: 2-4 sentences max
- Match the energy of the review without being over the top
By Star Rating
5 Stars:
- Thank them warmly and reference something specific they mentioned
- Reinforce what they loved ("We're glad [specific thing] made a difference")
- End with a light invitation to return or share with others
- Keep it brief -- don't overdo it on a great review
4 Stars:
- Thank them and acknowledge specific positives
- If they mentioned something that could improve, acknowledge it gracefully without being defensive
- Show you're listening: "We appreciate the feedback on [topic] and are always looking to improve"
3 Stars:
- Thank them for taking the time
- Acknowledge both the positives and the concern
- Show genuine interest in making it right: "We'd love the chance to do better next time"
- Optionally invite them to reach out directly
1-2 Stars:
- Lead with empathy, not defensiveness: "We're sorry to hear this wasn't the experience you deserved"
- Acknowledge the specific issue without making excuses
- Offer a path forward: invite them to contact the business directly
- Keep it short and dignified -- do not argue or over-explain
- Never blame the reviewer or question their experience
HIPAA Compliance (CRITICAL)
- NEVER reference or confirm any medical conditions, diagnoses, treatments, medications, or health details -- even if the reviewer mentioned them in their review
- NEVER confirm or deny that someone is or was a patient
- Keep responses general: "your experience," "your visit," "your care" -- not "your diagnosis" or "your treatment"
- If a reviewer shares health details in their review, do NOT reference those specifics in the reply. Respond to the sentiment and experience only.
- When inviting someone to follow up, use "please contact our office" -- never suggest discussing their "case" or "medical records"
- This applies to ALL star ratings, positive and negative
Things to Avoid
- Generic filler: "We value all our customers" / "Your feedback is important to us"
- Mentioning the star rating directly: "Thanks for the 5 stars!"
- Being defensive about negative reviews
- Making promises the business can't keep
- Using the reviewer's full name unless they used it in their review
- Emojis (unless the business brand is very casual and the operator approves it)
- Referencing any health information, even if the patient shared it publicly (HIPAA)
Checking Pending Reviews
To see what's waiting for approval:
python3 ~/review-responder/gbp_reviews.py pending
Dependencies
- Python 3 with: google-auth, google-auth-oauthlib, requests
- Client config files in
~/review-responder/clients/ - Telegram channel connected for approval messages
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install google-review-responder - 安装完成后,直接呼叫该 Skill 的名称或使用
/google-review-responder触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
Google Business Review Responder 是什么?
Monitors new Google Business reviews, drafts tailored responses sent via Telegram for operator approval before posting publicly. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 98 次。
如何安装 Google Business Review Responder?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install google-review-responder」即可一键安装,无需额外配置。
Google Business Review Responder 是免费的吗?
是的,Google Business Review Responder 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Google Business Review Responder 支持哪些平台?
Google Business Review Responder 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Google Business Review Responder?
由 chris-openclaw(@chris-openclaw)开发并维护,当前版本 v1.0.0。