Agent skill

pql-framework

Methodology for defining product-qualified lead (PQL) signals, scoring, and routing.

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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/pql-framework

SKILL.md

PQL Framework Skill

When to Use

  • Standing up or recalibrating PQL/PQA programs.
  • Aligning product, growth, and sales on what constitutes a high-intent product user.
  • Auditing the health of existing PQL scoring + routing logic.

Framework

  1. Signal Library – catalog feature usage, plan limits, collaboration signals, intent, firmographics.
  2. Scoring Model – weight signals, set decay rules, and define negative indicators.
  3. Tiering – map PQL tiers (A/B/C) to follow-up motions and SLAs.
  4. Routing Rules – specify owners, cues, channels (CRM tasks, Slack alerts, CS queue).
  5. Measurement Loop – track conversion, ARR impact, and feedback for model tuning.

Templates

  • Signal inventory worksheet with data source + freshness.
  • Scoring matrix with weights, thresholds, and decay logic.
  • Routing decision tree linking tiers to plays.

Tips

  • Start with simple tiering, iterate once telemetry + feedback improve.
  • Include “disqualifier” signals (expired trials, churn risk) to avoid noise.
  • Pair with operationalize-pql-routing to push models into automation.

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