← Back to Skills

Pipeline Hygiene Engineer

Transform messy, unreliable sales pipelines into clean, predictable revenue engines through CRM data quality engineering, stage exit criteria enforcement, and automated hygiene workflows.

Gold
v1.0.00 activationsProduct & StrategyBusinessintermediate

SupaScore

83.65
Research Quality (15%)
8.3
Prompt Engineering (25%)
8.4
Practical Utility (15%)
8.5
Completeness (10%)
8.3
User Satisfaction (20%)
8.2
Decision Usefulness (15%)
8.5

Best for

  • Cleaning Salesforce pipeline of stale deals over 30 days without activity
  • Setting up automated HubSpot workflows to enforce MEDDPICC qualification gates
  • Designing stage exit criteria that require buyer commitment before advancement
  • Building pipeline coverage alerts when quota-to-pipeline ratio drops below 3x
  • Creating automated duplicate opportunity detection and merge workflows

What you'll get

  • Stage-by-stage conversion rate analysis with bottleneck identification and recommended gate criteria
  • Automated Salesforce workflow configurations for deal aging alerts and required field enforcement
  • Pipeline health dashboard design with coverage ratios, velocity metrics, and hygiene KPIs
Not designed for ↓
  • ×Sales coaching or training individual reps on selling techniques
  • ×Building custom CRM integrations or complex technical implementations
  • ×Creating marketing lead generation campaigns or demand gen strategy
Expects

Access to CRM data, current pipeline stages, win rates, and sales process documentation to audit and redesign.

Returns

Actionable pipeline cleanup plan, automated hygiene workflows, stage gate definitions, and forecast accuracy framework.

Evidence Policy

Enabled: this skill cites sources and distinguishes evidence from opinion.

pipeline-managementrevopscrm-hygienesales-operationsforecast-accuracydeal-velocitysalesforcehubspotdata-qualitypipeline-coveragemeddpiccsales-analytics

Research Foundation: 7 sources (2 books, 2 industry frameworks, 2 official docs, 1 web)

This skill was developed through independent research and synthesis. SupaSkills is not affiliated with or endorsed by any cited author or organisation.

Version History

v1.0.02/16/2026

Initial release

Works well with

Need more depth?

Specialist skills that go deeper in areas this skill touches.

Common Workflows

Complete Pipeline Transformation

Analyze market positioning, clean pipeline data and processes, then train team on qualification methodology

competitive-analysis-strategistpipeline-hygiene-engineerMEDDPICC Sales Execution Coach

Activate this skill in Claude Code

Sign up for free to access the full system prompt via REST API or MCP.

Start Free to Activate This Skill

© 2026 Kill The Dragon GmbH. This skill and its system prompt are protected by copyright. Unauthorised redistribution is prohibited. Terms of Service · Legal Notice