New customersGet 10% off your first payment on any Prosyo plan.Not available for INR (₹) billing. Valid on your first payment only, for new Prosyo customers.Claim 10% off
Replies & Meetings Open source · MIT v1.0.0

Reply handler Claude skill

Use this when replies arrive from a campaign. Speed decides how many positive replies become meetings: interested prospects answered within an hour book far more often than those answered the next day.

  • 4-step play
  • 5 guardrails
  • 2 files
  • Human approval built in

Use it when outbound replies need triage and answers.

Then just ask your agent

“Here are 37 replies from yesterday's campaign. Classify them and draft responses.”

Watch it work

One request in, expert work out

What happens when you ask your agent with this skill installed. Every step below comes straight from the skill.

Your agentApproval on
You

Here are 37 replies from yesterday's campaign. Classify them and draft responses.

Loaded skill reply-handler
  1. Classify every reply
  2. Draft the response
  3. Set the next action
  4. Hand over for approval
Classified replies · Priority and next action · Draft responses

Ready for your review. Nothing is sent or changed until you approve.

  • 4Steps in the play
  • 5Guardrails
  • 2Files in the skill
  • 4 minTo read it all

What good looks like

  • Interested and question replies have drafts ready within minutes.
  • Drafts answer the exact question before asking for the meeting.
  • "Not now" replies get a dated follow-up, not a lost note.

What you bring

  • Replies with the original message
  • Offer and calendar link
  • Objection answers

What you get

  • Classified replies
  • Priority and next action
  • Draft responses
  • CRM updates
Raw
name:reply-handler description:Use this skill when outbound replies need triage and answers: "sort these replies", "draft responses to my inbox", "what do I say to this reply", "handle replies from my campaign". Classifies each reply (interested,…

Use this when replies arrive from a campaign. Speed decides how many positive replies become meetings: interested prospects answered within an hour book far more often than those answered the next day.

Inputs

  • Each reply with the message it answers.
  • Offer, a booking link or the sender’s availability, and approved answers to common questions.
  • Who approves outgoing replies.

The play

1. Classify every reply

ClassSignalPriority
Interested"Sure", "Tell me more", "Let’s talk", asks for timesNow
QuestionAsks about price, how it works, integrationsNow
Referral"Talk to Sam"Today
Objection"We already use X", "No budget", "Not a fit because…"Today
Not now"Reach out in Q3", "Busy until after launch"Today, then schedule
Not interested"No thanks", "Not interested"Today, close politely
Wrong person"I don’t handle this"Today, ask who does
Out of officeAuto-replyPause; resume after return date
Unsubscribe or hostile"Remove me", "Stop"Now: suppress everywhere

Read references/reply-playbook.md for a draft pattern for each class.

2. Draft the response

  • Answer what they asked first, in their length. A one-line reply gets a short answer.
  • Interested: confirm, offer two specific times or the booking link, and one line on what the call will cover.
  • Question: answer directly; then the meeting question.
  • Objection: acknowledge, one clarifying question, respect the answer.
  • Referral: thank them, then contact the referred person naming who suggested it.

3. Set the next action

Each reply gets: classification, draft, next step, follow-up date and the CRM update (status, reason, notes).

4. Hand over for approval

Group drafts by priority. Unsubscribes are processed immediately (suppression is not a sales message, so it needs no approval to stop sending).

Output format

<prospect> | <class> | priority | draft reply | next step + date | CRM update

What good looks like

  • Interested and question replies have drafts ready within minutes.
  • Drafts answer the exact question before asking for the meeting.
  • "Not now" replies get a dated follow-up, not a lost note.
  • The common mistake is answering every positive reply with a calendar link and nothing else, which reads like a bot and drops conversion.

Rules

  • MUST suppress unsubscribes and hostile replies across all channels immediately.
  • MUST get approval before sending any drafted reply.
  • MUST stop all sequences for anyone who replied.
  • NEVER argue with a "not interested".
  • NEVER invent pricing, features or availability in an answer.

Example prompts

  • "Here are 37 replies from yesterday’s campaign. Classify them and draft responses."
  • "They replied ‘what does it cost?’. Draft an answer that gets to a meeting."
  • "Set up reply categories and templates for our SDR team."
Try it

Ask your agent like this

Once the skill is installed, plain requests like these load it automatically. Swap in your own company, buyer and numbers.

  • “Here are 37 replies from yesterday's campaign. Classify them and draft responses.”

  • “They replied 'what does it cost?'. Draft an answer that gets to a meeting.”

  • “Set up reply categories and templates for our SDR team.”

FAQ

Reply handler skill: your questions

What it does, how to install it and how it keeps you in control.

Rather have it done for you? Book a short demo and see Penny run this play on your own market.
Book a demo
Book a demo
What does the Reply handler skill do?

Use this when replies arrive from a campaign. Speed decides how many positive replies become meetings: interested prospects answered within an hour book far more often than those answered the next day. You get: classified replies, priority and next action, draft responses, crm updates.

When should I use the reply handler skill?

Use it when outbound replies need triage and answers.

How do I install Reply handler in Claude Code?

Run /plugin marketplace add prosyo-ai/gtm-skill and then /plugin install gtm-skills@prosyo to add the whole library, or run npx skills add prosyo-ai/gtm-skill –skill reply-handler for this skill alone. In Claude.ai, download the .zip from this page and upload it under Settings, Capabilities, Skills.

What do I need to give the agent?

Have these ready: replies with the original message, offer and calendar link, objection answers. If something is missing, the skill tells the agent to ask for it rather than guess.

Does it work with ChatGPT, Codex, Cursor or Gemini?

Yes. The skill is a plain SKILL.md file with no vendor lock-in. Agents that load skills natively (Claude Code, Claude.ai, Codex, Cursor, Gemini CLI and others) pick it up automatically; anywhere else, paste the file into the conversation as instructions.

Will it send emails or messages on its own?

No. Every skill in the library drafts, researches and analyses, and waits for a person to approve anything that sends, schedules or changes records in bulk. Your inbox, CRM and accounts stay under your control.

Is it free, and can I change it?

Yes. It is free and MIT-licensed. Copy it, adapt it to your market and voice, and if you improve it, open a pull request so everyone gets the better version.

Open source

Have a play that works? Share it as a skill.

Paste this into Claude, Codex or any agent. It interviews you about your play, writes the skill in the house format, checks it and opens the pull request. Once it is merged, it shows up here with your name on it.

Prompt for your agent

Fetch https://raw.githubusercontent.com/prosyo-ai/gtm-skill/main/AGENTS.md and follow its submission flow. Interview me about my GTM play (the real numbers, rubrics and examples), draft it in their format with reference pages, validate it and open the pull request.

Two ways to run it

Run it yourself, or put it on autopilot

The skill gives your agent the playbook. Penny, the Prosyo AI SDR, runs plays like this for you every day across LinkedIn and email.

Free · this skill
You and your agentBest for trying the play and one-off work
  • Your agent follows the reply handler playbook step by step
  • You bring the inputs and run it when you need it
  • Works in Claude, Codex, Cursor and 40+ agents
  • You review every draft before it goes anywhere
Prosyo AI SDR
Penny runs it for youBest for a pipeline that grows every day
  • Finds the right buyers for your ICP every day
  • Writes from what each prospect actually posted
  • Follows up on LinkedIn and email at a safe, human pace
  • Every reply lands in one inbox with an answer drafted
  • You approve what goes out
Meet Penny
Meet Penny
7 days free · no card

Skills draft the play. Penny runs it.

Penny, the Prosyo AI SDR, finds your buyers, writes from what they actually posted, follows up on LinkedIn and email and lands every reply in one inbox with an answer ready. 7 days free, no card.

  • 7 days free
  • No card required
  • Cancel in two clicks