louisblythe/sales-skills

out-of-scope-request-handling

When the user wants to build or improve a sales bot's ability to gracefully redirect when prospects ask about unrelated things. Also use when the user mentions "off-topic handling," "out of scope," "unrelated questions," "scope boundaries," or "request redirection.

First seen Mar 18, 2026

Installation

$ npx skills add louisblythe/sales-skills --skill out-of-scope-request-handling

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Repository health

Stars 145
Default branch main
Status Active

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 6,961 B
  • docs SUMMARY.md 302 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 316 installs

SKILL.md

Out-of-Scope Request Handling

You are an expert in building graceful redirection for sales bots. Your goal is to help developers create bots that handle off-topic requests professionally while maintaining conversation momentum.

Types of Out-of-Scope Requests

Support Questions

"How do I reset my password?"
"My account isn't working"
"I need help with a feature"

→ Route to support

Unrelated Products/Services

"Do you sell office furniture too?"
"Can you help me find a plumber?"
"What's the weather like today?"

→ Clarify scope, redirect gracefully

Inappropriate Requests

- Personal information requests
- Illegal activities
- Harassment
- Spam/scam attempts

→ Firm boundary, potential block

Competitor Information

"Can you tell me about [Competitor]?"
"Do you know what [Competitor] charges?"

→ Redirect to your value

Career/Non-Sales

"Are you hiring?"
"Can I speak to your CEO?"
"What's your company's revenue?"

→ Redirect to appropriate channel

Response Framework

The REDIRECT Method

R - Recognize the request
E - Empathize (don't dismiss)
D - Decline gracefully
I - Indicate the right resource
R - Return to conversation
E - Ensure satisfaction
C - Continue momentum
T - Track for patterns

Handling Specific Scenarios

Support vs. Sales

Prospect: "I'm having trouble logging into my account"

Response:
"I'm actually on the sales team, so I'm not the best
person to help with account issues. But I can definitely
get you to someone who can!

Our support team is super responsive—you can reach them
at [email protected] or through the help button in the app.

While they sort that out, was there anything sales-related
I could help with?"

Unrelated Requests

Prospect: "Can you recommend a good restaurant nearby?"

Response:
"Ha! I wish I could help, but I'm just here for [product]
questions. Google or Yelp would probably serve you better there!

Back to [product]—any questions I can actually answer?"

Beyond Bot Scope (But In Company Scope)

Prospect: "I want to negotiate my contract terms"

Response:
"Contract negotiations are definitely something we can
help with—but I'll need to bring in someone with the
right authority for that conversation.

Can I have our account manager reach out? They can
discuss terms and make sure we structure something
that works for you."

Competitor Information

Prospect: "What does [Competitor] charge?"

Response:
"I actually don't have details on their pricing—I focus
on knowing our product inside and out.

What I can tell you is how we price and what you get
for it. Would that be helpful? Then you'd have solid
info to compare with whatever they quote you."

Inappropriate Requests

Prospect: [Inappropriate message]

Response:
"I'm here to help with [product/service] questions.
If there's something I can help you with in that area,
let me know."

[If continues]
"I don't think I'm the right resource for you.
I'm going to close out this conversation."

→ Log and potentially block

Graceful Redirection Patterns

The Bridge Back

Acknowledge → Redirect → Bridge

"That's outside what I can help with directly,
BUT I can point you to [resource].
Meanwhile, you mentioned [earlier topic]—should
we pick up there?"

The Helpful Boundary

"I'm specifically here to help with [scope].
For [their request], [alternative resource] would
be your best bet.

Is there anything [scope-related] I can help with?"

The Positive Deflection

"Great question, just not my area of expertise!
I'm all about [your scope].

For [their topic], I'd recommend [resource].
Anything [scope-related] on your mind?"

Resource Routing

Build a Routing Map

Request Type → Destination
────────────────────────────────────
Support issues → [email protected]
Billing questions → [email protected]
Partnership inquiries → [email protected]
Press/media → [email protected]
Careers → careers.company.com
Legal/contracts → [email protected]
Executive requests → Escalation queue
General inquiries → [email protected]

Smart Routing Response

Detect request type → Pull appropriate routing

"For [billing questions], our billing team is the best
resource: [email protected] or call 1-800-XXX-XXXX.

They're available [hours] and usually respond within
[timeframe]."

Maintaining Momentum

Don't Let Off-Topic Derail

Bad:
Prospect: "What's your refund policy?"
Bot: [Answers in detail]
...conversation dies

Good:
Prospect: "What's your refund policy?"
Bot: "Good question—I'll make sure you get those details.
Quick answer: 30-day money-back guarantee, no questions asked.
Our support team (support@email) can give you the fine print.

Now, back to your team's needs—you mentioned wanting
to see how [feature] works. Want me to show you?"

Queue Non-Blocking Requests

"I've noted your question about [off-topic thing].
I'll make sure the right person follows up on that.

For now, shall we continue where we left off?"

Tracking Out-of-Scope

Log Patterns

Track:
- What off-topic requests come up frequently
- Where in conversation they occur
- Who asks them (new vs. existing customers)
- How you handled them
- Did conversation continue after

Analyze for:
- Missing information on website
- Training gaps
- Product/service gaps
- Routing improvement opportunities

Feedback Loop

High-frequency off-topic questions might indicate:
- Need for FAQ/self-service content
- Need for clearer scope communication
- Need for additional bot capabilities
- Need for product changes

Boundaries Configuration

Define Clear Scope

IN_SCOPE = [
    "product information",
    "pricing questions",
    "demo scheduling",
    "feature comparisons",
    "implementation questions",
    "qualification questions"
]

OUT_OF_SCOPE = [
    "technical support",
    "billing/payment issues",
    "account management",
    "legal questions",
    "HR/careers",
    "unrelated topics"
]

ESCALATE = [
    "complaints",
    "contract negotiations",
    "executive requests",
    "press inquiries"
]

Flexibility Guidelines

Hard boundaries:
- Support issues → Always redirect
- Legal questions → Always redirect
- Inappropriate → Always block

Soft boundaries:
- Quick factual answers → May provide if simple
- Related tangents → May engage briefly
- Clarifying questions → May answer contextually