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Client Success & Revenue Expansion

作者 1kalin · GitHub ↗ · v1.0.0
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/install afrexai-client-success
功能描述
Complete system for retention with health scoring, onboarding playbooks, ongoing value reports, churn intervention, and revenue expansion strategies for subs...
使用说明 (SKILL.md)

Client Success & Revenue Expansion — The Complete Retention Operating System

Turn clients into long-term revenue engines. This isn't advice — it's a complete operating system with scoring models, templates, playbooks, and automation patterns that work for any B2B or B2C subscription business.

Use When

  • Designing or auditing your retention strategy end-to-end
  • A client shows churn signals and you need an intervention playbook
  • Building onboarding flows that stick (first 90 days)
  • Planning expansion revenue from existing accounts
  • Running quarterly business reviews (QBRs)
  • Analyzing cohort retention data and identifying drop-off causes
  • Creating reactivation campaigns for churned users
  • Building a customer health scoring system
  • Preventing involuntary churn (payment failures)

Don't Use When

  • Acquiring brand-new clients (use lead generation / outreach skills)
  • One-time product sales with zero recurring component
  • The client is genuinely a terrible fit — let them go gracefully

Phase 1: Customer Health Score (Your Early Warning System)

Before anything else, build a health score. Without one, you're flying blind — reacting to churn instead of preventing it.

Health Score Model (0-100)

Score every account weekly. Automate where possible.

health_score:
  dimensions:
    usage:
      weight: 30
      signals:
        - login_frequency_vs_baseline: # % of their normal
            90-100%: 10
            70-89%: 7
            50-69%: 4
            below_50%: 1
        - core_feature_adoption: # % of key features used
            4+_features: 10
            3_features: 7
            2_features: 4
            1_or_fewer: 1
        - depth_of_usage: # power user vs surface
            advanced_features: 10
            intermediate: 6
            basic_only: 3
    
    engagement:
      weight: 25
      signals:
        - response_time_to_comms: # avg days to reply
            same_day: 10
            1-2_days: 7
            3-5_days: 4
            5+_days_or_no_reply: 1
        - attends_check_ins: # QBR/call attendance
            always: 10
            usually: 7
            sometimes: 4
            never: 1
        - proactive_requests: # they ask for more
            monthly: 10
            quarterly: 6
            rarely: 3
            never: 1
    
    financial:
      weight: 20
      signals:
        - payment_history: # last 6 months
            always_on_time: 10
            1_late: 7
            2+_late: 3
            failed_payment_unresolved: 0
        - contract_value_trend:
            expanding: 10
            stable: 6
            contracting: 2
        - billing_page_visits: # in last 30 days
            none: 10
            1-2: 6  # curious
            3+: 2   # shopping to leave
    
    relationship:
      weight: 15
      signals:
        - champion_status: # your internal advocate
            strong_champion: 10
            moderate: 6
            weak_or_unknown: 3
            champion_left_company: 0
        - stakeholder_breadth: # contacts you have
            3+_contacts: 10
            2_contacts: 6
            single_threaded: 2
        - sentiment_last_interaction:
            positive: 10
            neutral: 6
            negative: 2
    
    outcome:
      weight: 10
      signals:
        - achieving_stated_goals: # their original objectives
            exceeding: 10
            on_track: 7
            behind: 3
            unclear_goals: 2
        - roi_demonstrated:
            clear_positive_roi: 10
            probable_roi: 6
            unclear: 3
            negative: 0

  risk_tiers:
    healthy: 75-100    # green — nurture & expand
    monitor: 50-74     # yellow — proactive outreach
    at_risk: 25-49     # orange — intervention required
    critical: 0-24     # red — save or graceful exit

Automated Health Alerts

Score Change Action
Drops 15+ points in one week Immediate outreach — something changed
Enters "at-risk" tier Trigger save playbook (Phase 5)
Enters "critical" Escalate to founder/CEO within 24 hours
Rises to "healthy" from lower tier Send congratulations + expansion conversation
Champion leaves company Emergency: identify new champion within 48 hours

Phase 2: Onboarding (Days 0-90) — The Retention Foundation

20%+ of voluntary churn traces back to poor onboarding (Recurly). The first 90 days determine the next 900.

Day-by-Day Onboarding Framework

onboarding_playbook:
  day_0:
    - welcome_message: |
        Personal, not templated. Reference their specific goals from the sales process.
        Include: what happens next, timeline, who they'll work with, how to reach you.
    - access_setup: Grant all necessary access, tools, integrations
    - kickoff_call: 30 min — align on goals, success metrics, communication cadence
    - document: Record their stated goals and success criteria in CRM
  
  day_1-3:
    - quick_win: Deliver ONE visible result ASAP
    - examples:
        - SaaS: first workflow automated
        - Agency: first deliverable draft
        - Consulting: first insight or recommendation
    - why: Quick wins create commitment bias — they've now seen value
  
  day_7:
    - check_in_1: |
        "How's everything going? Any questions or blockers?"
        Goal: surface confusion early. Don't wait for them to complain.
    - share_progress: Show what's been done, even if small
  
  day_14:
    - first_result: Share measurable outcome with numbers
    - format: "[Metric] went from [X] to [Y] — here's what that means for you"
    - ask: "Is this aligned with what you expected?"
  
  day_30:
    - milestone_review:
        - Show ROI calculation
        - Confirm success metrics are being hit
        - Discuss next 60 days
        - Introduce expansion possibilities (plant seeds, don't sell)
    - document: Update CRM with 30-day health assessment
  
  day_60:
    - deeper_review:
        - Feature adoption check — are they using everything available?
        - Identify unused capabilities and train on them
        - Stakeholder expansion — meet other team members who should be involved
  
  day_90:
    - graduation:
        - Full QBR format (see Phase 4)
        - Transition from "onboarding" to "ongoing" cadence
        - Set annual goals
        - If health score is green: discuss year 1 roadmap
        - If yellow/orange: intervention before it becomes a habit

Onboarding Scoring Rubric (0-100)

Grade your onboarding process:

Dimension Weight Score 10 Score 5 Score 1
Time to first value 25 \x3C 3 days 1-2 weeks > 2 weeks
Client effort required 20 Minimal (you do it) Moderate Heavy lift
Personalization 15 Fully customized to goals Semi-templated Generic
Communication clarity 15 Proactive, clear timeline Reactive Confusing
Quick win delivered 15 Measurable result in week 1 Vague progress No win
Documentation 10 Full knowledge base / guide Basic docs Nothing

Target: 80+. Below 60 = your onboarding is a churn factory.


Phase 3: Ongoing Value Delivery (Monthly Proof)

Clients don't churn because your service stopped working. They churn because they forgot it was working.

Monthly Value Report Template

# [Month] Performance Report — [Client Name]

## Key Metrics
| Metric | This Month | Last Month | Change |
|--------|-----------|------------|--------|
| [Primary KPI] | [value] | [value] | [+/-]% |
| [Secondary KPI] | [value] | [value] | [+/-]% |
| [Tertiary KPI] | [value] | [value] | [+/-]% |

## What We Did
- [Specific action 1 with result]
- [Specific action 2 with result]
- [Optimization or improvement made]

## ROI Summary
- Your investment: $[monthly cost]
- Value delivered: $[quantified value]
- ROI: [X]x return

## What's Next
- [Planned improvement 1]
- [Planned improvement 2]

## Quick Question
[One specific question to keep dialogue open]

Value Report Rules

  1. Send EVERY month without exception — automate the data pull
  2. Real numbers only — never vague "things are going well"
  3. Show the trend — month-over-month shows trajectory
  4. Always end with a question — keeps communication bidirectional
  5. Highlight one proactive improvement — shows you're working even when they don't ask
  6. Keep it under 1 page — executives skim, don't read novels

Phase 4: Quarterly Business Reviews (QBRs)

QBRs are your highest-leverage retention activity. A good QBR simultaneously prevents churn, surfaces expansion, and deepens the relationship.

QBR Agenda Template (45-60 min)

qbr_agenda:
  1_celebrate_wins: # 10 min
    - "Here's what we've accomplished together this quarter"
    - Show 3-5 headline metrics with trends
    - Tie results to their original goals
    - Ask: "Does this match your perception?"
  
  2_deep_dive: # 15 min
    - One area of focus (their choice or your recommendation)
    - Bring analysis they haven't seen
    - Benchmark against industry if possible
    - "Here's what we've learned and what it means"
  
  3_feedback_loop: # 10 min
    - "What's working well?" (reinforce, don't skip this)
    - "What could we do better?" (write it down visibly)
    - "Has anything changed in your business we should know about?"
    - Listen for churn signals (see list below)
  
  4_roadmap: # 10 min
    - What's planned for next quarter
    - Any new capabilities or features relevant to them
    - Tie roadmap items to their stated needs
  
  5_expansion: # 5 min
    - "Based on your growth, here's where we could help more"
    - Present ONE expansion idea (not three — focused)
    - Frame as: "Other clients in your situation have found X valuable"
    - No pressure — plant the seed
  
  6_next_steps: # 5 min
    - Summarize action items (yours and theirs)
    - Confirm next QBR date
    - Send written summary within 24 hours

QBR Scoring (Rate the Account 1-5)

Dimension 5 (Excellent) 3 (Okay) 1 (Danger)
Goal achievement Exceeding all goals Hitting some Missing most
Engagement Proactive, enthusiastic Responsive Disengaged
Relationship depth Multi-threaded, exec sponsor Single contact Contact leaving
Expansion signals Asking about more services Open to discussion Cutting scope
Payment health Always on time, expanding Stable Late, questioning costs

Score 20-25: Expansion candidate — push for upsell Score 15-19: Healthy — maintain cadence Score 10-14: At risk — increase touchpoints Score 5-9: Critical — activate save playbook immediately


Phase 5: Churn Prevention & Save Playbook

14 Churn Signals (Ranked by Severity)

# Signal Severity Response Time
1 Data export request 🔴 Critical Same day
2 Asks about cancellation terms 🔴 Critical Same day
3 Champion leaves company 🔴 Critical 48 hours
4 Payment failure (2nd attempt) 🔴 Critical Same day
5 Usage drops 50%+ from baseline 🟠 High 3 days
6 Stops responding to messages 🟠 High 1 week
7 Misses 2+ scheduled check-ins 🟠 High 1 week
8 Competitor mentioned in conversation 🟡 Medium Next touchpoint
9 Budget review announced internally 🟡 Medium 1 week
10 Key stakeholder change 🟡 Medium 2 weeks
11 Asks to reduce scope/tier 🟡 Medium Next touchpoint
12 Support tickets spike then go silent 🟡 Medium 1 week
13 Billing page visits increase 🟡 Medium Next touchpoint
14 Engagement score declining 3 weeks straight 🟡 Medium 2 weeks

Save Playbook (5 Stages)

save_playbook:
  stage_1_detect:
    trigger: Health score enters "at-risk" OR churn signal detected
    action: |
      Internal alert to account owner + manager.
      Pull full account history: usage, payments, last interactions, open issues.
      Prepare value summary (total ROI delivered to date).
  
  stage_2_reach_out:
    timing: Within response time for the signal severity
    approach: |
      Personal, NOT templated. From a human, not "the team."
      "Hi [Name], I noticed [specific observation]. Wanted to check in — 
      is everything going well with [specific thing]?"
      DO NOT: mention churn, be defensive, or offer discounts preemptively.
    channel: Match their preferred channel (email, call, Slack, etc.)
  
  stage_3_listen:
    goal: Understand the real reason, not the surface excuse
    common_real_reasons:
      - "Not seeing value" → ROI not demonstrated clearly enough
      - "Too expensive" → Value perception gap (or genuine budget cut)
      - "Switched to competitor" → Feature/price gap you didn't know about
      - "Champion left" → Relationship wasn't broad enough
      - "Don't use it enough" → Adoption/training gap
      - "Priorities changed" → Their business shifted
    technique: |
      Ask "What would need to change for this to work for you?" 
      NOT "What's wrong?" (defensive) or "What can we do?" (desperate)
  
  stage_4_intervene:
    options_by_reason:
      not_seeing_value:
        - Emergency value review — show ROI with hard numbers
        - Offer dedicated optimization session
        - Set new, measurable goals with 30-day checkpoint
      too_expensive:
        - Tier adjustment (downgrade > cancel)
        - Pause option (1-2 months, hold their data/setup)
        - Annual discount if they commit
        - LAST RESORT: temporary price reduction with expiry
      low_usage:
        - Personalized training session
        - Assign an onboarding buddy
        - Simplify their setup (reduce complexity)
      champion_left:
        - Request intro to successor within 48 hours
        - Prepare "new stakeholder briefing" with full history + ROI
        - Offer fresh kickoff call with new contact
      competitor:
        - Understand specific features/price they're comparing
        - Build competitive comparison (honest, not FUD)
        - If you genuinely can't compete: let them go gracefully
  
  stage_5_outcome:
    saved:
      - Document what worked → update playbook
      - Set 30/60/90 day health checkpoints
      - Address root cause permanently (don't just bandage)
    churned:
      - Exit interview: "What could we have done differently?"
      - Leave door open: "We're here if things change"
      - Add to reactivation pipeline (see Phase 7)
      - Analyze: was this predictable? Update health score model

Pause vs. Cancel Framework

Always offer pause before accepting cancellation.

Scenario Offer Terms
Budget cut (temporary) Pause 1-3 months Hold data, hold price, resume anytime
Low usage (seasonal) Downgrade to maintenance tier Reduced scope, reduced price
Team transition Pause 1 month Free re-onboarding when new team is ready
"Just not a priority" Pause with monthly check-in Quick email: "Ready to resume?"

Why pauses work: 40-60% of paused accounts reactivate. 0% of cancelled accounts come back voluntarily.


Phase 6: Expansion Revenue (Grow Without Acquiring)

The Expansion Playbook

Top B2B SaaS companies generate 30-50% of new ARR from existing clients. Expansion is cheaper, faster, and more reliable than acquisition.

5 Expansion Triggers

Trigger Signal Approach
Usage ceiling Hitting plan limits "You're growing fast — here's how Scale tier removes the cap"
New use case They mention adjacent problem "We actually solve that too — want a quick demo?"
Team growth New hires, departments "Your team grew — want to add seats / expand access?"
Success milestone Hit a big goal "Congrats on [milestone]! Clients at your stage usually benefit from [X]"
Annual renewal Contract renewal approaching "Before we renew, let's look at what's changed and what you might need"

Pricing Psychology for Expansion

expansion_pricing:
  anchor_to_value:
    - "This feature generates $X/month for similar clients"
    - "At your current volume, the upgrade pays for itself in [N] weeks"
  
  bundle_discount:
    - Package 2-3 add-ons at 15-20% less than individual prices
    - "Most clients at your stage add [X] and [Y] together"
  
  annual_commit:
    - 15-20% discount for annual payment
    - Position as: "Lock in this rate before our next price increase"
    - Only offer when health score is green (don't reward at-risk with discounts)
  
  land_and_expand:
    - Start small, prove value, grow scope
    - "Let's pilot this with one team for 30 days, then expand"
    - Lower risk = higher conversion
  
  never_do:
    - Discount to save a churning client (trains them to threaten churn)
    - Bundle everything together (leaves no expansion room)
    - Surprise price increases without added value

Net Revenue Retention (NRR) Calculation

NRR = (Starting MRR + Expansion - Contraction - Churn) / Starting MRR × 100

Example:
  Starting MRR: $50,000
  Expansion (upsells): +$8,000
  Contraction (downgrades): -$2,000
  Churn: -$3,000
  
  NRR = ($50,000 + $8,000 - $2,000 - $3,000) / $50,000 × 100 = 106%

Target NRR by segment:
  SMB: 90-100% (some churn is normal)
  Mid-Market: 100-110%
  Enterprise: 110-130%
  Best in class: 130%+ (Snowflake, Twilio at scale)

Phase 7: Reactivation (Win-Back Campaigns)

Reactivation Timing Sequence

reactivation_sequence:
  day_7:
    subject: "We saved your setup"
    tone: Soft, no pressure
    message: |
      Hey [Name], your [data/setup/config] is still here. 
      If anything changes, you can pick up right where you left off.
    cta: "Reactivate in one click"
  
  day_30:
    subject: "Here's what you're missing"
    tone: Value-focused
    message: |
      Since you left, we've added [new feature/improvement].
      Clients like you are seeing [specific result].
    cta: "See what's new"
    incentive: None yet
  
  day_60:
    subject: "[Name], quick question"
    tone: Personal, curious
    message: |
      I've been wondering — did you find a solution for [their original problem]?
      If not, I'd love to show you how [specific improvement] addresses 
      exactly what wasn't working before.
    cta: "15-min call"
    incentive: Optional — free month or reduced rate for 3 months
  
  day_90:
    subject: "Last one from me"
    tone: Respectful closure
    message: |
      I won't keep emailing — I know your inbox is busy.
      If you ever want to revisit [problem we solve], we'll be here.
      Your data is saved for another 90 days.
    cta: "Reactivate anytime"
    incentive: Best offer (30% off for 3 months, or free month)
  
  day_180:
    subject: "Your data is expiring"
    tone: Factual, urgency
    message: |
      Your [data/setup] will be deleted in 30 days per our retention policy.
      Want to keep it? Reactivate or export before [date].
    cta: "Save my data" / "Export"

Reactivation Performance Benchmarks

Metric Good Great Best in Class
Overall win-back rate 5-10% 10-15% 15-25%
Day 7-30 reactivation 3-5% 5-8% 8-12%
Incentive conversion lift 2x baseline 3x 4x
Reactivated client retention (6mo) 50% 65% 80%

Phase 8: Involuntary Churn Prevention (Payment Recovery)

30-40% of all churn is involuntary — failed payments, expired cards, billing errors. This is free revenue you're leaving on the table.

Payment Recovery Sequence

payment_recovery:
  attempt_1_failed:
    action: Retry payment in 24 hours (automatic)
    notification: None (many are temporary holds)
  
  attempt_2_failed:
    action: Retry in 48 hours
    notification: |
      Friendly email: "Heads up — your payment didn't go through. 
      This usually happens when a card expires or has a temporary hold.
      Update your payment method here: [link]"
    tone: Helpful, not threatening
  
  attempt_3_failed:
    action: Retry in 72 hours
    notification: |
      More urgent: "Your account is at risk of interruption. 
      We don't want you to lose access to [specific value they use].
      Takes 30 seconds to update: [link]"
    add: In-app banner if applicable
  
  day_10:
    action: Final retry
    notification: |
      "Last attempt before we pause your account. 
      Your [data/setup/progress] is safe — just update payment to continue."
    escalation: Personal email from account manager for high-value accounts
  
  day_14:
    action: Pause account (don't delete)
    notification: |
      "Your account is paused. Everything is saved.
      Reactivate anytime: [link]"
    retention: Hold data for 90 days minimum

Card Update Optimization

  • Pre-expiry reminder: Email 30 days before card expires: "Your card ending in [XXXX] expires next month. Update now to avoid interruption."
  • Multiple payment methods: Allow backup cards
  • Smart retry timing: Retry on the 1st and 15th (payday alignment)
  • Account updater service: Use Stripe/processor card updater to auto-refresh expired cards

Phase 9: Segmented Retention Strategies

Different clients need different approaches.

By Revenue Tier

retention_by_tier:
  enterprise: # >$5,000/mo
    cadence: Weekly touchpoint, monthly deep dive, quarterly QBR
    team: Dedicated CSM + executive sponsor
    expansion: Custom solutions, multi-year deals
    save_budget: Up to 25% discount for 6 months
    
  mid_market: # $500-5,000/mo
    cadence: Bi-weekly check-in, quarterly QBR
    team: Shared CSM (1:20 ratio)
    expansion: Tier upgrades, add-on features
    save_budget: Up to 15% discount for 3 months
    
  smb: # \x3C$500/mo
    cadence: Monthly automated report, quarterly email check-in
    team: Tech touch (automated) + pooled support
    expansion: Annual commit discount, referral program
    save_budget: Pause option only (no discounts at this tier)
    
  free_trial:
    cadence: Day 1, 3, 7, 10, 13 (end of trial)
    team: Automated sequences + sales for high-intent
    conversion: Demo offer at day 7, discount at day 12

By Lifecycle Stage

Stage Focus Key Metric Action
0-30 days Activation Time to first value Accelerate onboarding
30-90 days Habit formation Weekly active usage Feature discovery
90-180 days Deepening Feature breadth Training, QBR
180-365 days Expansion NRR Upsell conversations
365+ days Loyalty Advocacy score Referral program, case study

Phase 10: Metrics Dashboard

Weekly Retention Dashboard

weekly_dashboard:
  headline_metrics:
    - gross_churn_rate: "% of MRR lost to cancellations"
    - net_churn_rate: "Gross churn minus expansion revenue"
    - nrr: "Net Revenue Retention — THE number that matters"
    - logo_churn: "% of customers lost (not weighted by revenue)"
  
  health_distribution:
    - healthy_accounts: "[count] ([%]) — $[MRR]"
    - monitor_accounts: "[count] ([%]) — $[MRR]"
    - at_risk_accounts: "[count] ([%]) — $[MRR]"
    - critical_accounts: "[count] ([%]) — $[MRR]"
  
  pipeline:
    - expansion_pipeline: "$[amount] in active upsell conversations"
    - renewals_next_30_days: "[count] accounts, $[MRR] at stake"
    - saves_this_week: "[count] interventions, [count] saved, $[MRR] recovered"
  
  cohort_snapshot:
    - latest_cohort_d30: "[%] — trending [up/down] vs prior cohort"
    - best_cohort: "[month] at [%] — analyze why"
    - worst_cohort: "[month] at [%] — analyze why"

Monthly Executive Summary Template

# Retention Report — [Month Year]

## Headline
- NRR: [X]% ([up/down] from [last month]%)
- Gross churn: [X]% ($[amount])
- Expansion: $[amount] ([count] accounts upgraded)
- Net change: [+/-]$[amount] MRR from existing clients

## Wins
- [Specific save story with numbers]
- [Expansion win with numbers]

## Risks
- [X] accounts in critical health ([total MRR at risk])
- Top risk: [Account name] — [reason] — [plan]

## Actions for Next Month
1. [Specific action with owner and deadline]
2. [Specific action with owner and deadline]

Retention Benchmarks by Industry

Industry Good Monthly Churn Great Best in Class
B2B SaaS (SMB) \x3C 5% \x3C 3% \x3C 2%
B2B SaaS (Enterprise) \x3C 2% \x3C 1% \x3C 0.5%
B2C Subscription \x3C 7% \x3C 5% \x3C 3%
Agency / Consulting \x3C 8% \x3C 5% \x3C 3%
E-commerce (subscription box) \x3C 10% \x3C 7% \x3C 5%
Fitness / Wellness \x3C 12% \x3C 8% \x3C 5%

10 Revenue-Killing Retention Mistakes

  1. No health score — you learn about churn AFTER it happens
  2. Single-threaded relationships — one contact leaves, you lose the account
  3. Generic onboarding — same flow for a $100/mo and $10,000/mo client
  4. No monthly value report — clients forget you exist
  5. Reactive QBRs — only calling when renewal is due (too late)
  6. Discounting to save — trains clients to threaten churn for deals
  7. Ignoring involuntary churn — 30-40% of churn is payment failures you can prevent
  8. No reactivation sequence — churned clients vanish forever
  9. Treating all churn the same — voluntary vs involuntary, high-value vs low-value need different playbooks
  10. Measuring logo churn not revenue churn — losing 10 small accounts is different from losing 1 whale

Natural Language Commands

Command What It Does
"Score [client name]" Calculate health score for specific account
"Onboarding checklist for [client]" Generate personalized 90-day onboarding plan
"QBR prep for [client]" Build QBR agenda with their metrics and talking points
"Churn risk report" List all accounts by health tier with recommended actions
"Monthly report for [client]" Generate value report with metrics template
"Save playbook for [client]" Diagnose churn reason and recommend intervention
"Expansion opportunities" List healthy accounts with upsell potential
"Reactivation list" Show churned accounts eligible for win-back
"NRR this month" Calculate net revenue retention
"Payment failures" List accounts with failed payments and recovery status
安全使用建议
This skill appears coherent and is instruction-only (no downloads or hidden code). Before using it, verify which connectors the agent will use (CRM, billing, analytics) and grant only the minimum permissions required. Test the playbooks on non-production or anonymized data first to confirm behavior. Be aware the README links to a third-party site selling 'context packs' — that external URL is unrelated to the skill's runtime but could be a commercial upsell. If you want stronger assurance, review the full SKILL.md for any steps that call external webhooks or instruct the agent to transmit customer data outside your systems; if you find such steps, restrict or remove them or require explicit approval before the skill runs. If you would like, I can scan the full SKILL.md for any explicit outbound endpoints or phrases that would cause an agent to exfiltrate data.
功能分析
Type: OpenClaw Skill Name: afrexai-client-success Version: 1.0.0 The skill bundle provides a comprehensive framework for client success and revenue expansion, detailing health scoring, onboarding, QBRs, churn prevention, and more. All instructions in SKILL.md and README.md are descriptive and align with the stated business purpose. There are no executable scripts, shell commands, or prompt injection attempts designed to subvert the agent's function, exfiltrate data, or establish persistence. The installation method is standard for OpenClaw, and external links are informational/marketing-related, pointing to other skills or context packs by the same owner, without any indication of malicious intent.
能力评估
Purpose & Capability
The skill's name and description (health scoring, onboarding playbooks, churn intervention, expansion strategies) match the content of SKILL.md and README. It is instruction-only and provides templates, playbooks, and scoring logic — nothing requested (no env vars, no binaries, no installs) is disproportionate to that purpose.
Instruction Scope
The SKILL.md contains detailed operational instructions (health score computation, onboarding steps, save-playbook actions) and repeatedly instructs agents to read/update CRM, examine payment history/billing page visits, and trigger outreach/escalations. Those actions are appropriate for a customer-success skill, but they involve access to sensitive customer, billing, and CRM data. The instructions do not ask for specific environment variables or external endpoints, so they rely on whatever connectors/permissions the agent already has.
Install Mechanism
No install spec and no code files are present. As an instruction-only skill it does not download or write code to disk, which is the lowest-risk installation model.
Credentials
The skill declares no required credentials or config paths, which is consistent with being instruction-only. However, the operational guidance expects access to CRM, billing/payment history, analytics (billing_page_visits), and internal contacts — sensitive sources. Because the skill does not itself request credentials, you should ensure any agent connectors it uses have least-privilege access and you consent before running it against live customer data.
Persistence & Privilege
The skill does not request 'always: true' and has no install or configuration changes. It is user-invocable and can be run by the agent (default autonomous invocation), which is normal; this autonomy is not combined with other concerning indicators.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install afrexai-client-success
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /afrexai-client-success 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
- Initial release of the complete Client Success & Revenue Expansion operating system. - Includes detailed client health scoring models with automated alert logic. - Step-by-step onboarding framework for the first 90 days to prevent early churn. - Onboarding quality assessment rubric for continuous improvement. - Monthly client value delivery reporting template. - Ready-to-use playbooks and templates for retention, expansion, and churn prevention.
元数据
Slug afrexai-client-success
版本 1.0.0
许可证
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Client Success & Revenue Expansion 是什么?

Complete system for retention with health scoring, onboarding playbooks, ongoing value reports, churn intervention, and revenue expansion strategies for subs... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 583 次。

如何安装 Client Success & Revenue Expansion?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install afrexai-client-success」即可一键安装,无需额外配置。

Client Success & Revenue Expansion 是免费的吗?

是的,Client Success & Revenue Expansion 完全免费(开源免费),可自由下载、安装和使用。

Client Success & Revenue Expansion 支持哪些平台?

Client Success & Revenue Expansion 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 Client Success & Revenue Expansion?

由 1kalin(@1kalin)开发并维护,当前版本 v1.0.0。

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