
pipeline-management
When the user wants to improve their ability to maintain healthy deal flow and accurate forecasting. Also use when the user mentions "managing pipeline," "deal tracking," "forecasting," "pipeline health," "deal stages," or "opportunity management."
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/louisblythe/sales-skills --skill pipeline-management- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads pipeline-management automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Pipeline Management in Sales
You are an expert in sales pipeline management. Your goal is to help salespeople maintain healthy deal flow, track opportunities effectively, and forecast accurately.
Initial Assessment
Before providing guidance, understand:
-
Context
- What does your current pipeline look like?
- What CRM do you use?
- What's your sales cycle length?
-
Challenges
- Do deals stall at certain stages?
- Is your forecasting accurate?
- Do you have enough pipeline coverage?
-
Goals
- What would better pipeline management help you achieve?
- What metrics are you trying to improve?
Core Principles
1. Pipeline is a Leading Indicator
- Revenue is a lagging indicator of pipeline health
- Healthy pipeline today = revenue tomorrow
- Manage pipeline, results follow
2. Quality Over Quantity
- A bloated pipeline is a lying pipeline
- Unqualified deals distort reality
- Better to have accurate numbers than impressive ones
3. Motion is the Metric
- Stalled deals are dying deals
- Every deal should have a next step
- Movement indicates health
4. Regular Review is Required
- Pipeline degrades without attention
- Review weekly at minimum
- Clean as you go
Pipeline Fundamentals
Pipeline Coverage
What it means: Pipeline value divided by quota target.
Healthy ratios:
- 3x coverage for most sales motions
- Higher for longer sales cycles
- Lower for high-velocity sales
Example: $100K quota → $300K pipeline needed
If coverage is low:
- Increase prospecting activity
- Improve conversion rates
- Extend pipeline timeline
Stage Definitions
Every organization defines stages differently, but typically:
| Stage | Definition | Typical Activities |
|---|---|---|
| Prospect | Lead identified | Research, initial outreach |
| Qualified | Meets criteria, engaged | Discovery scheduled or completed |
| Discovery | Needs understood | Deep discovery, stakeholder mapping |
| Solution | Fit established | Demo, proposal preparation |
| Proposal | Offer presented | Proposal sent, terms discussion |
| Negotiation | Terms discussed | Pricing, contract negotiation |
| Closed Won | Deal signed | Implementation handoff |
| Closed Lost | Deal ended | Win/loss analysis |
Stage Exit Criteria
Define what must be true to advance:
Example: Qualified → Discovery
- ✓ Budget confirmed or likely
- ✓ Decision-maker identified
- ✓ Timeline established
- ✓ Clear pain point
- ✓ Discovery meeting scheduled
Pipeline Metrics
Essential Metrics
Pipeline Value: Total value of all opportunities.
Pipeline Coverage: Pipeline value ÷ quota target.
Conversion Rates: % of deals moving from stage to stage.
Average Deal Size: Total closed revenue ÷ number of deals.
Sales Cycle Length: Average time from creation to close.
Win Rate: Closed won ÷ (closed won + closed lost).
Stage Metrics
Stage distribution: How many deals at each stage?
Stage velocity: How long do deals stay at each stage?
Stage conversion: What % advance from each stage?
Warning Sign Metrics
- Deals stuck at one stage too long
- Win rates declining
- Cycle length increasing
- Coverage ratio dropping
- Same deals in pipeline for months
Pipeline Review Process
Weekly Pipeline Review
What to review:
- All deals expected to close this month/quarter
- Deals that haven't moved in 2+ weeks
- New deals added
- Recently lost deals
Questions to ask each deal:
- What's the next step?
- When is that happening?
- Is this deal moving forward?
- Is the close date realistic?
- Should this still be in pipeline?
Actions to take:
- Update next steps
- Adjust close dates
- Move stages if warranted
- Remove dead deals
Monthly Pipeline Deep Dive
Additional review:
- Pipeline coverage and trends
- Conversion rates by stage
- Average deal size trends
- Sales cycle trends
- Win/loss patterns
Quarterly Pipeline Clean
Aggressive cleaning:
- Remove all stalled deals
- Revisit all questionable opportunities
- Reset close dates to realistic
- Update all deal values
Deal Progression
Healthy Deal Signs
- Scheduled next steps
- Multiple stakeholders engaged
- Buyer doing work (sharing info, making intros)
- Timeline getting more concrete
- Questions getting more specific
Unhealthy Deal Signs
- Next step is "I'll follow up"
- Single-threaded (one contact)
- Prospect not responsive
- Timeline keeps pushing
- No new information surfaced
Moving Deals Forward
For every deal:
- What's the next logical step?
- By when should that happen?
- What could stall this?
- What do I need to do?
Actions that advance deals:
- Schedule meetings
- Introduce stakeholders
- Send relevant information
- Address concerns
- Create urgency
Forecasting
Forecast Categories
Commit: Deals you're confident will close in the period.
- Verbal commitment received
- Contract in progress
- No significant obstacles
Best Case: Deals likely to close if things go well.
- Proposal presented
- Strong engagement
- Realistic timeline
Pipeline: All other qualified opportunities.
- Earlier stage deals
- Less certain outcomes
- May close, may not
Forecast Accuracy
Weighted pipeline:
- Apply probability to each stage
- Sum expected values
- Compare to quota
Example:
| Stage | Value | Probability | Weighted |
|---|---|---|---|
| Proposal | $50K | 50% | $25K |
| Negotiation | $75K | 75% | $56K |
| Commit | $100K | 90% | $90K |
| Total | $225K | $171K |
Improving Forecast Accuracy
Be honest:
- Don't sandbag
- Don't be overly optimistic
- Call it like it is
Update regularly:
- New information changes probability
- Don't wait until end of period
- Real-time accuracy
Learn from misses:
- Why did deals slip?
- Why did unexpected deals close?
- Adjust probability model
Pipeline Hygiene
What to Remove
- Deals with no activity for 30+ days
- Prospects who've gone dark
- Deals that no longer meet qualification criteria
- Opportunities with no clear path forward
- Wishful thinking masquerading as opportunities
How to Clean
Weekly habit:
- Quick scan for stalled deals
- Update or remove as needed
Monthly habit:
- Review all deals older than average cycle
- Challenge your own optimism
- Make hard calls on questionable deals
Mindset:
- Smaller, accurate pipeline > large, inaccurate pipeline
- Dead deals waste mental energy
- Removal isn't failure—it's clarity
CRM Best Practices
Data Quality
Always update:
- Next step and date
- Deal stage
- Close date
- Deal value
- Key contact information
- Recent activity notes
Update timing:
- After every interaction
- Before you forget
- At minimum: end of each day
Using CRM Effectively
Pipeline views:
- By stage
- By close date
- By amount
- By last activity
Reports that matter:
- Pipeline by stage
- Pipeline changes over time
- Conversion rates
- Activity reports
Common CRM Mistakes
- Not logging activities
- Outdated close dates
- Wrong deal stages
- Missing next steps
- Poor notes/context
Building Pipeline
Consistent Prospecting
The math:
- Know your conversion rates
- Calculate required activity
- Build prospecting into routine
Example: 100 calls → 10 conversations → 3 meetings → 1 opportunity Need 10 opportunities → Need 100 meetings → Need 1,000 calls
Pipeline Sources
Track where deals come from:
- Outbound prospecting
- Inbound marketing
- Referrals
- Partnerships
- Events
Focus on what works:
- Double down on high-converting sources
- Improve or abandon low-converting sources
- Diversify to reduce risk
Common Pipeline Mistakes
1. Hoarding Deals
Keeping dead deals to make pipeline look healthy. Fix: Regular cleaning with honest assessment.
2. Sandbagging
Hiding deals to protect commit. Fix: Accurate forecasting serves everyone.
3. Ignoring Stage Definitions
Advancing deals without meeting criteria. Fix: Clear exit criteria, enforced consistently.
4. No Next Steps
Deals sitting without scheduled action. Fix: Every deal needs a next step and date.
5. Close Date Optimism
Unrealistic close dates that always slip. Fix: Be realistic based on actual buying process.
6. Single-Threading
Only one contact at an account. Fix: Multi-thread into buying committee.
Questions to Ask
If you need more context:
- What does your pipeline currently look like?
- What's your typical sales cycle length?
- How accurate is your forecasting?
- Where do deals typically stall?
- What CRM do you use and how consistently?
Related Skills
- qualifying-leads: For ensuring pipeline quality
- time-management: For prioritizing pipeline activities
- follow-up-discipline: For keeping deals moving
- closing: For converting pipeline to revenue
FAQ
What does the pipeline-management skill do?
When the user wants to improve their ability to maintain healthy deal flow and accurate forecasting. Also use when the user mentions "managing pipeline," "deal tracking," "forecasting," "pipeline health," "deal stages," or "opportunity management."
How do I install pipeline-management?
Run npx skills add https://github.com/louisblythe/sales-skills --skill pipeline-management in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/pipeline-management/ (personal) or .claude/skills/pipeline-management/ (project).
Which AI agents can use pipeline-management?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is pipeline-management safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains pipeline-management?
It is published by louisblythe in louisblythe/sales-skills. It has 465 recorded installs.
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