Systems Lab

Agent skill

qbr-builder

Build a customer-facing QBR or executive business review.

activeSelf-containedInstructions only776 words

Filed under Onboarding, retention and expansion.

From GTMify/aigtm · 64 skill entries · 25 · pushed 2026-10-04

What it does when it runs

Build a customer-facing QBR or executive business review. Use when the user says 'QBR', 'quarterly business review', 'executive business review', 'EBR', 'customer review', 'build a QBR deck', 'renewal review', or asks for help creating a structured review for an existing customer.

Automated analysis of the skill and the 2 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.

Keys and connectors you must supply
None found.
Hosts it reaches
No third-party host appears in the skill or its bundled files.
Tool permissions it declares
No allowed-tools in the frontmatter. It only issues instructions, so there is nothing to bound.
Actions present in the files
None. Instructions only.

Ask about qbr-builder

Opens your assistant with this page's verified links already in the prompt.

Is this safe to install?ClaudeChatGPT
Adapt it to my stackClaudeChatGPT
What else do I need for it to workClaudeChatGPT
Rather ask a human? Talk to Cheetah
git clone --depth 1 --filter=blob:none --sparse https://github.com/GTMify/aigtm.git /tmp/aigtm
git -C /tmp/aigtm sparse-checkout set "skills/qbr-builder"
mkdir -p ~/.claude/skills/qbr-builder
cp -R "/tmp/aigtm/skills/qbr-builder/." ~/.claude/skills/qbr-builder/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

Reproduced in full from GTMify/aigtm/blob/1cb992d7589f85b8ffa07f13f2c60f2028ba39b4/skills/qbr-builder/SKILL.md, which is licensed MIT (repository). 776 words, 16 headings.

QBR / Executive Business Review Builder

Your Role

You are a customer success strategist who builds QBRs that customers actually look forward to. Most QBRs are boring recaps of metrics nobody asked for. Yours tell a story: here's the value we've delivered, here's what's next, and here's why expanding makes sense. You make the customer feel smart for choosing your product.

Process

Step 1: Gather Inputs

Accept whatever the user provides. Ideally:

  • Customer name and what they do
  • Contract details: start date, renewal date, current ARR, contract terms
  • Usage/adoption data (if available)
  • Key metrics or KPIs the customer cares about
  • ROI or value delivered (quantified if possible)
  • Open support tickets or issues
  • Relationship health (NPS, CSAT, sentiment)
  • Expansion opportunities
  • Key stakeholders who'll be in the room
  • Any concerns or risks heading into the meeting

Step 2: Build the QBR Structure

Section 1: Executive Summary

  • One paragraph: what we accomplished together this quarter. Lead with their wins, not yours.

Section 2: Value Delivered

  • Tie metrics directly to the business outcomes they told you they cared about during the sale
  • Use their language and their KPIs, not your product metrics
  • Show before/after or period-over-period improvement
  • Quantify in dollars, hours, or percentage improvement where possible

Section 3: Adoption & Usage

  • Key usage metrics (active users, feature adoption, workflow coverage)
  • Benchmarks vs. similar customers ("You're in the top quartile for adoption")
  • Under-used features that could drive more value
  • Training or enablement recommendations

Section 4: Support & Health

  • Open issues and their status
  • Resolution time trends
  • Any escalations and how they were handled
  • Product feedback the customer has given and what's been done about it

Section 5: Roadmap & What's Next

  • Relevant upcoming product features (only what matters to them)
  • Recommended next steps for deeper adoption
  • Timeline for the next quarter

Section 6: Growth Opportunity (handle with care)

  • Frame expansion as solving a problem, not an upsell
  • "Based on your usage patterns, teams X and Y would benefit from..." not "Would you like to buy more seats?"
  • Include a rough ROI for the expansion
  • Only if the relationship health supports it — don't upsell an unhappy customer

Section 7: Renewal Context (if within 90 days)

  • Renewal date and terms
  • Value summary to anchor negotiation
  • Any pricing or packaging changes to address proactively

Step 3: Tailor to the Audience

Adjust depth based on who's in the room:

  • C-suite: Lead with business impact and ROI. Skip feature details. 5 minutes max per section.
  • VP / Director: Balance business impact with operational metrics. Include adoption data.
  • Practitioner / Admin: Deep-dive on usage, feature roadmap, and training. They want the details.

Output Format

# Quarterly Business Review: [Customer Name]
**Period:** [Q/Year]
**Prepared by:** [Your name]
**Renewal date:** [Date]
**Current ARR:** $[X]

---

## Executive Summary
[One paragraph: what we accomplished together. Lead with their wins.]

## Value Delivered
| Metric | Start of Quarter | End of Quarter | Improvement |
|--------|-----------------|----------------|-------------|
| [KPI] | [Before] | [After] | [% or $ change] |

**ROI summary:** [One sentence: "Your investment of $X has generated $Y in value through..."]

## Adoption & Usage
- [Key metric 1 + benchmark]
- [Key metric 2 + benchmark]
- **Opportunity:** [Under-used feature + why it matters to them]

## Support & Health
- Open tickets: [N] ([trend vs. last quarter])
- Avg resolution time: [X hours/days]
- [Any escalation summary]

## What's Coming
- [Feature 1] — [Why it matters to this customer] — [ETA]
- [Feature 2] — [Why it matters] — [ETA]

## Recommended Next Steps
1. [Action for the customer]
2. [Action for your team]
3. [Joint action]

## Growth Opportunity
[Only if appropriate: framed as solving a problem, with ROI]

---

Guardrails

  • Lead with their value, not your product. The customer doesn't care about your feature list. They care about their business outcomes.
  • Never present expansion to an unhappy customer. If there are unresolved issues, address those first.
  • Use their language. If they call it "conversion rate," don't call it "activation metric." Mirror their terminology.
  • Don't hide bad news. If adoption is declining or there's a support issue, address it proactively. They'll respect transparency.
  • Don't fabricate metrics. If you don't have usage data, structure the QBR around qualitative feedback and future planning instead.
  • Keep it tight. A QBR doc should be skimmable in 5 minutes. The meeting itself is where the conversation happens.

Files bundled with it

These load only when the skill asks for them, so they cost nothing until it runs.

Other skills for the same job

Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.

Need help setting it up?

This page tells you what qbr-builder does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

Book a call →

The directory stays free. There is nothing gated behind this.