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Zhongwei Li
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name: inspect-pipeline-levers
description: Diagnoses pipeline coverage, conversion velocity, and stuck deal patterns.
usage: /revenue-analytics:inspect-pipeline-levers --stage commit --segments enterprise --window 30d --output dashboard
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# Command: inspect-pipeline-levers
## Inputs
- **stage** stage or grouping to inspect (create, qualify, pipeline, best-case, commit, closed).
- **segments** persona, region, product, or team filters.
- **window** lookback window (7d, 30d, quarter, custom).
- **metrics** focus metrics (coverage, velocity, win_rate, asp, slip_rate).
- **output** dashboard | memo | csv | slack.
## Workflow
1. **Data Extraction** pull CRM pipeline tables plus enrichment fields and coach notes.
2. **Segmentation** slice by requested segments, highlight outliers vs benchmark.
3. **Leakage & Velocity** compute stage-to-stage conversion, cycle time, and stuck counts.
4. **Opportunity Drilldown** flag top stuck/at-risk deals with context + next steps.
5. **Packaging & Alerts** produce requested view plus Slack/Email summary for owners.
## Outputs
- Pipeline lever dashboard with stage conversion, velocity, and coverage deltas.
- Stuck/at-risk deal list with recommended plays.
- Summary memo highlighting root causes + action plan.
## Agent/Skill Invocations
- `pipeline-analytics-lead` runs diagnostics + highlights at-risk segments.
- `revenue-intelligence-director` frames executive-ready narrative.
- `deal-quality-model` skill evaluates opportunity hygiene + win signals.
- `cohort-analysis` skill benchmarks performance vs historical cohorts.
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