
Pipeline Review
- 2k installs
- 23.1k repo stars
- Updated July 28, 2026
- anthropics/knowledge-work-plugins
pipeline-review is an agent skill that analyzes sales pipeline health, flags risks, prioritizes deals, and outputs a weekly action plan.
About
The pipeline-review skill analyzes sales pipeline health for weekly deal prioritization and risk flagging. It works standalone with CSV uploads, pasted deal lists, or natural-language pipeline descriptions, then supercharges when CRM and calendar connectors pull live data. Health checks identify stale, stuck, and at-risk opportunities while hygiene audits catch bad close dates, missing fields, and single-threaded deals. Prioritization ranks deals by impact and closability to produce a weekly action plan developers and revenue teams can execute. Expected inputs include deal name, amount, stage, close date, last activity, and owner fields from Salesforce or HubSpot exports. Output sections cover pipeline summary, top priorities, deals needing attention, hygiene issues, and recommended next actions. The skill accepts an optional segment or rep argument for team reviews. Use when running a weekly pipeline review, deciding which deals to focus on, spotting stuck opportunities, or auditing CRM hygiene before quarter close.
- Standalone CSV, pasted deals, or CRM-connected pipeline analysis.
- Flags stale, stuck, and at-risk deals with hygiene audit for close dates.
- Prioritizes deals by impact and closability for weekly action plans.
- Accepts Salesforce or HubSpot export fields plus natural-language input.
- Supercharged mode with CRM, activity scoring, and calendar meeting context.
Pipeline Review by the numbers
- 2,034 all-time installs (skills.sh)
- +87 installs in the week ending Jul 28, 2026 (Skillselion tracking)
- Ranked #50 of 854 Sales & Marketing skills by installs in the Skillselion catalog
- Security screen: LOW risk (skills.sh audit)
- Data as of Jul 28, 2026 (Skillselion catalog sync)
pipeline-review capabilities & compatibility
- Capabilities
- stale and at risk deal detection · deal prioritization by impact · crm hygiene auditing · weekly action plan generation · csv and crm data ingestion
- Use cases
- planning · project management · data analysis
What pipeline-review says it does
Analyze your pipeline health, prioritize deals, and get actionable recommendations for where to focus.
Health check: flag stale, stuck, and at-risk deals
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| Installs | 2k |
|---|---|
| repo stars | ★ 23.1k |
| Security audit | 3 / 3 scanners passed |
| Last updated | July 28, 2026 |
| Repository | anthropics/knowledge-work-plugins ↗ |
Which deals should I focus on this week and which opportunities are stale, stuck, or missing critical CRM hygiene?
Run weekly pipeline reviews that flag stale deals, prioritize by impact, audit hygiene issues, and produce a focused action plan.
Who is it for?
Developers and revenue operators running weekly pipeline reviews with CSV exports or CRM-connected data.
Skip if: Skip for top-of-funnel lead generation or marketing campaign analytics without an active deal pipeline.
When should I use this skill?
Use when running a weekly pipeline review, prioritizing deals, spotting stale opportunities, or auditing close dates and single-threaded deals.
What you get
A dated pipeline review with prioritized deals, hygiene issues, and recommended next actions for the week.
- weekly action plan
- prioritized deal list
- pipeline hygiene report
Files
/pipeline-review
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
Analyze your pipeline health, prioritize deals, and get actionable recommendations for where to focus.
Usage
/pipeline-review [segment or rep]Review pipeline for: $ARGUMENTS
If a file is referenced: @$1
---
How It Works
┌─────────────────────────────────────────────────────────────────┐
│ PIPELINE REVIEW │
├─────────────────────────────────────────────────────────────────┤
│ STANDALONE (always works) │
│ ✓ Upload CSV export from your CRM │
│ ✓ Or paste/describe your deals │
│ ✓ Health check: flag stale, stuck, and at-risk deals │
│ ✓ Prioritization: rank deals by impact and closability │
│ ✓ Hygiene audit: missing data, bad close dates, single-thread │
│ ✓ Weekly action plan: what to focus on │
├─────────────────────────────────────────────────────────────────┤
│ SUPERCHARGED (when you connect your tools) │
│ + CRM: Pull pipeline automatically, update records │
│ + Activity data for engagement scoring │
│ + Historical patterns for risk prediction │
│ + Calendar: See upcoming meetings per deal │
└─────────────────────────────────────────────────────────────────┘---
What I Need From You
Option A: Upload a CSV Export your pipeline from your CRM (e.g. Salesforce, HubSpot). Helpful fields:
- Deal/Opportunity name
- Account name
- Amount
- Stage
- Close date
- Created date
- Last activity date
- Owner (if reviewing a team)
- Primary contact
Option B: Paste your deals
Acme Corp - $50K - Negotiation - closes Jan 31 - last activity Jan 20
TechStart - $25K - Demo scheduled - closes Feb 15 - no activity in 3 weeks
BigCo - $100K - Discovery - closes Mar 30 - created last weekOption C: Describe your pipeline "I have 12 deals. Two big ones in negotiation that I'm confident about. Three stuck in discovery for over a month. The rest are mid-stage but I haven't talked to some of them in a while."
---
Output
# Pipeline Review: [Date]
**Data Source:** [CSV upload / Manual input / CRM]
**Deals Analyzed:** [X]
**Total Pipeline Value:** $[X]
---
## Pipeline Health Score: [X/100]
| Dimension | Score | Issue |
|-----------|-------|-------|
| **Stage Progression** | [X]/25 | [X] deals stuck in same stage 30+ days |
| **Activity Recency** | [X]/25 | [X] deals with no activity in 14+ days |
| **Close Date Accuracy** | [X]/25 | [X] deals with close date in past |
| **Contact Coverage** | [X]/25 | [X] deals single-threaded |
---
## Priority Actions This Week
### 1. [Highest Priority Deal]
**Why:** [Reason — large, closing soon, at risk, etc.]
**Action:** [Specific next step]
**Impact:** $[X] if you close it
### 2. [Second Priority]
**Why:** [Reason]
**Action:** [Next step]
### 3. [Third Priority]
**Why:** [Reason]
**Action:** [Next step]
---
## Deal Prioritization Matrix
### Close This Week (Focus Time Here)
| Deal | Amount | Stage | Close Date | Next Action |
|------|--------|-------|------------|-------------|
| [Deal] | $[X] | [Stage] | [Date] | [Action] |
### Close This Month (Keep Warm)
| Deal | Amount | Stage | Close Date | Status |
|------|--------|-------|------------|--------|
| [Deal] | $[X] | [Stage] | [Date] | [Status] |
### Nurture (Check-in Periodically)
| Deal | Amount | Stage | Close Date | Status |
|------|--------|-------|------------|--------|
| [Deal] | $[X] | [Stage] | [Date] | [Status] |
---
## Risk Flags
### Stale Deals (No Activity 14+ Days)
| Deal | Amount | Last Activity | Days Silent | Recommendation |
|------|--------|---------------|-------------|----------------|
| [Deal] | $[X] | [Date] | [X] | [Re-engage / Downgrade / Remove] |
### Stuck Deals (Same Stage 30+ Days)
| Deal | Amount | Stage | Days in Stage | Recommendation |
|------|--------|-------|---------------|----------------|
| [Deal] | $[X] | [Stage] | [X] | [Push / Multi-thread / Qualify out] |
### Past Close Date
| Deal | Amount | Close Date | Days Overdue | Recommendation |
|------|--------|------------|--------------|----------------|
| [Deal] | $[X] | [Date] | [X] | [Update date / Push to next quarter / Close lost] |
### Single-Threaded (Only One Contact)
| Deal | Amount | Contact | Risk | Recommendation |
|------|--------|---------|------|----------------|
| [Deal] | $[X] | [Name] | Champion leaves = deal dies | [Identify additional stakeholders] |
---
## Hygiene Issues
| Issue | Count | Deals | Action |
|-------|-------|-------|--------|
| Missing close date | [X] | [List] | Add realistic close dates |
| Missing amount | [X] | [List] | Estimate or qualify |
| Missing next step | [X] | [List] | Define next action |
| No primary contact | [X] | [List] | Assign contact |
---
## Pipeline Shape
### By Stage
| Stage | # Deals | Value | % of Pipeline |
|-------|---------|-------|---------------|
| [Stage] | [X] | $[X] | [X]% |
### By Close Month
| Month | # Deals | Value |
|-------|---------|-------|
| [Month] | [X] | $[X] |
### By Deal Size
| Size | # Deals | Value |
|------|---------|-------|
| $100K+ | [X] | $[X] |
| $50K-100K | [X] | $[X] |
| $25K-50K | [X] | $[X] |
| <$25K | [X] | $[X] |
---
## Recommendations
### This Week
1. [ ] [Specific action for priority deal 1]
2. [ ] [Action for at-risk deal]
3. [ ] [Hygiene task]
### This Month
1. [ ] [Strategic action]
2. [ ] [Pipeline building if needed]
---
## Deals to Consider Removing
These deals may be dead weight:
| Deal | Amount | Reason | Recommendation |
|------|--------|--------|----------------|
| [Deal] | $[X] | [No activity 60+ days, no response] | Mark closed-lost |
| [Deal] | $[X] | [Pushed 3+ times, no champion] | Qualify out |---
Prioritization Framework
I'll rank your deals using this framework:
| Factor | Weight | What I Look For |
|---|---|---|
| Close Date | 30% | Deals closing soonest get priority |
| Deal Size | 25% | Bigger deals = more focus |
| Stage | 20% | Later stage = more focus |
| Activity | 15% | Active deals get prioritized |
| Risk | 10% | Lower risk = safer bet |
You can tell me to weight differently: "Focus on big deals over soon deals" or "I need quick wins, prioritize close dates."
---
If CRM Connected
- I'll pull your pipeline automatically
- Update records with new close dates, stages, next steps
- Create follow-up tasks
- Track hygiene improvements over time
---
Tips
1. Review weekly — Pipeline health decays fast. Weekly reviews catch issues early. 2. Kill dead deals — Stale opportunities inflate your pipeline and distort forecasts. Be ruthless. 3. Multi-thread everything — If one person goes dark, you need a backup contact. 4. Close dates should mean something — A close date is when you expect signature, not when you hope for one.
Related skills
How it compares
Use pipeline-review for narrative deal prioritization from CRM context instead of building custom spreadsheet formulas.
FAQ
Who is pipeline-review for?
Developers and sales operators who need structured weekly pipeline health reviews with prioritization and hygiene audits.
When should I use pipeline-review?
During weekly pipeline reviews when deciding deal focus, flagging stuck opportunities, or auditing CRM data quality.
Is pipeline-review safe to install?
Review the Security Audits panel on this page before installing in production.