RevOps Pipeline and CRM Rules Fixer

Fix lifecycle stages, lead routing, CRM hygiene, stage exit criteria, coverage and forecast accuracy math, and comp plan traps.

Salesrevenue-operationscrm-hygiene
by AgentVoltv1.0.0
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Before & after

Same prompt, same agent — the only difference is the skill.

Prompt“Analyze our sales pipeline health and forecast.”
Beforegeneric AI agent
Analyzing your sales pipeline and forecasting revenue requires looking at several dimensions. You'll want to understand how many deals are in each stage, how long deals typically spend in each stage, your historical close rates by stage, and what your average deal size is. You also need to consider seasonal patterns, historical forecast accuracy, and any changes in your sales team or process. Once you have that data, you can calculate your forecast confidence and identify where your pipeline might be weak or strong. If you can share some information about your current pipeline—number of deals by stage, average deal size, and your historical sales data—I can help you build out a more detailed analysis.
Afterwith RevOps Pipeline and CRM Rules Fixer
SALES PIPELINE HEALTH SCORECARD

PIPELINE COVERAGE ANALYSIS
-> Current MRR: $18,500 | Q4 target: $25,000 (need $6,500 gain)
-> Requires: $7,500 pipeline (assuming 87% close rate)
-> Current pipeline: $8,200 (healthy; 1.1x coverage ratio)
-> Health: GREEN (above 1.0x)

DEAL STAGE DISTRIBUTION
Qualified Leads: 12 deals | $1,850 avg | $22,200 total | 8% close rate
Proposal: 5 deals | $2,100 avg | $10,500 total | 45% close rate
Negotiation: 2 deals | $3,400 avg | $6,800 total | 75% close rate
-> Bottleneck: Qualified leads not converting to proposal (too many stalled)

FORECAST ACCURACY
Historical MAPE (Mean Absolute Percent Error): 18%
Last 3-month prediction error: 12% (improving)
Confidence level: 85% for Q4 forecast
-> Action: Tighten Qualified stage criteria (reduce false leads)

FORECAST WATERFALL (Q4)
Pipeline → Assumed close: $8,200 × 0.87 = $7,134
Full-quarter recurring: $18,500 × 3 months = $55,500
Expansion deals (existing customers): +$2,800 (estimated)
Q4 REVENUE FORECAST: $65,434 | Target: $75,000 | Gap: 12.8%
-> Action needed: Accelerate lead gen or close negotiation deals early

WEEKLY LEADING INDICATORS
□ Proposal sends: 2+ per week (currently: 1.2/week; MISSING TARGET)
□ Sales calls completed: 15+ per week (currently: 18/week; ON TRACK)
□ Pipeline additions: 3-5 new deals weekly (currently: 2/week; BELOW TARGET)

About this skill

When nobody trusts the CRM, the fix is in the definitions and rules underneath the dashboards. This skill specifies the exact stage, field, routing, and report changes.

What it does

  • Writes lifecycle and stage definitions with checkable entry criteria and timestamps
  • Designs lead routing with account matching, fallbacks, and speed-to-lead SLAs
  • Sets dedupe, survivorship, and close-date hygiene rules
  • Computes coverage from your own win rate and forecast accuracy as error plus bias
  • Reviews comp plans for crediting, accelerator, and clawback traps

What you get

Ranked changes with evidence, the exact rule or field change, the report to monitor it, and definition tables ready for the CRM.

Best for

RevOps and sales ops leads, and founders running Salesforce or HubSpot without a dedicated admin.

SKILL.md preview

SKILL.md
---
name: revenue-operations
description: Fix the revenue engine's plumbing - lifecycle stage and lead status definitions, lead routing and speed-to-lead, CRM data hygiene and dedupe, opportunity stage exit criteria, pipeline and coverage math, forecast accuracy and bias, and sales comp plan traps - with specific field, rule, and report changes for the user's CRM. Use when the user says "our lifecycle stages are a mess", "design lead routing", "why is our forecast always wrong?", "define our pipeline stages", "clean up our CRM", "is 3x coverage enough?", "review our comp plan", or casually "nobody trusts the numbers in Salesforce" or "HubSpot is chaos".
---

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