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Deals & Pipeline Open source · MIT v1.0.0

Pipeline review Claude skill

Use this weekly or before a forecast call. It turns a pipeline export into an honest forecast and a short list of actions that move the number.

  • 5-step play
  • 3 guardrails
  • 2 files
  • Human approval built in

Use it when a manager or founder needs to review the sales pipeline and forecast.

Then just ask your agent

“Here's our pipeline export. Prep me for Monday's forecast call.”

Watch it work

One request in, expert work out

What happens when you ask your agent with this skill installed. Every step below comes straight from the skill.

Your agentApproval on
You

Here's our pipeline export. Prep me for Monday's forecast call.

Loaded skill pipeline-review
  1. Check coverage
  2. Run the health checks
  3. Score deal risk
  4. Build the forecast
  5. Choose the actions
Coverage and health summary · Deal risk table · Forecast

Ready for your review. Nothing is sent or changed until you approve.

  • 5Steps in the play
  • 3Guardrails
  • 2Files in the skill
  • 3 minTo read it all

What good looks like

  • Every deal moved out of commit has a stated reason.
  • The forecast says what would need to be true for best case to land.
  • Actions are specific, owned and dated.

What you bring

  • Pipeline export with stages amounts and dates
  • Activity history
  • Quota

What you get

  • Coverage and health summary
  • Deal risk table
  • Forecast
  • Actions this week
Raw
name:pipeline-review description:Use this skill when a manager or founder needs to review the sales pipeline and forecast: "review my pipeline", "prep for the forecast call", "which deals are at risk", "is our quarter going to…

Use this weekly or before a forecast call. It turns a pipeline export into an honest forecast and a short list of actions that move the number.

Inputs

  • Pipeline export: deal, owner, stage, amount, close date, created date, last activity, next step, contacts.
  • Quota or target for the period and what has closed so far.
  • Historical stage conversion rates if available.

The play

1. Check coverage

Open pipeline due this period ÷ remaining target. Healthy coverage depends on win rate; at a 25% win rate, 3-4x is typical. Read references/pipeline-health.md for the health checks, thresholds and the risk scoring table.

2. Run the health checks

  • Aging: deals in a stage longer than 1.5x the average for that stage.
  • Slips: close date moved 2+ times.
  • No next step: no future activity scheduled.
  • Stale: no activity in 14+ days.
  • Single-threaded: one contact engaged.
  • Close date in the past.
  • Stage mismatch: proposal stage without an economic buyer met.

3. Score deal risk

Each failing check adds risk points. High-risk deals in commit move to best case or out, with the reason.

4. Build the forecast

CategoryRule
CommitLow risk, verbal yes or clear paper process, close date backed by a plan
Best caseMedium risk, strong engagement, one open gap
UpsideEarly or high risk
RemoveDead, past due with no response, or no next step for 30 days

Weighted forecast = commit + (best case × historical conversion).

5. Choose the actions

Three to five actions that change the quarter: a deal that needs an executive call, a stalled proposal, a missing champion, pipeline generation if coverage is short.

Output format

Target: X | Closed: X | Gap: X | Coverage: Nx (healthy / thin)
Forecast: Commit X | Best case X | Upside X | Weighted X
Risks: <deal - risk score - failing checks - recommendation>
Actions this week: <action - owner - expected impact>
Pipeline hygiene: N deals with past close dates, N without next steps

What good looks like

  • Every deal moved out of commit has a stated reason.
  • The forecast says what would need to be true for best case to land.
  • Actions are specific, owned and dated.
  • The common mistake is reviewing deals by amount only; a small deal with a signed order form matters more for the forecast than a big deal with no economic buyer.

Rules

  • MUST base risk on evidence (activity, dates, contacts), not on rep confidence.
  • MUST flag past-due close dates and missing next steps.
  • NEVER change records in the CRM without approval; propose updates instead.

Example prompts

  • "Here’s our pipeline export. Prep me for Monday’s forecast call."
  • "Which of my 30 open deals are most at risk this quarter?"
  • "We need $400k more this quarter. Is the pipeline enough, and what should we do?"
Try it

Ask your agent like this

Once the skill is installed, plain requests like these load it automatically. Swap in your own company, buyer and numbers.

  • “Here's our pipeline export. Prep me for Monday's forecast call.”

  • “Which of my 30 open deals are most at risk this quarter?”

  • “We need $400k more this quarter. Is the pipeline enough, and what should we do?”

FAQ

Pipeline review skill: your questions

What it does, how to install it and how it keeps you in control.

Rather have it done for you? Book a short demo and see Penny run this play on your own market.
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What does the Pipeline review skill do?

Use this weekly or before a forecast call. It turns a pipeline export into an honest forecast and a short list of actions that move the number. You get: coverage and health summary, deal risk table, forecast, actions this week.

When should I use the pipeline review skill?

Use it when a manager or founder needs to review the sales pipeline and forecast.

How do I install Pipeline review in Claude Code?

Run /plugin marketplace add prosyo-ai/gtm-skill and then /plugin install gtm-skills@prosyo to add the whole library, or run npx skills add prosyo-ai/gtm-skill –skill pipeline-review for this skill alone. In Claude.ai, download the .zip from this page and upload it under Settings, Capabilities, Skills.

What do I need to give the agent?

Have these ready: pipeline export with stages amounts and dates, activity history, quota. If something is missing, the skill tells the agent to ask for it rather than guess.

Does it work with ChatGPT, Codex, Cursor or Gemini?

Yes. The skill is a plain SKILL.md file with no vendor lock-in. Agents that load skills natively (Claude Code, Claude.ai, Codex, Cursor, Gemini CLI and others) pick it up automatically; anywhere else, paste the file into the conversation as instructions.

Will it send emails or messages on its own?

No. Every skill in the library drafts, researches and analyses, and waits for a person to approve anything that sends, schedules or changes records in bulk. Your inbox, CRM and accounts stay under your control.

Is it free, and can I change it?

Yes. It is free and MIT-licensed. Copy it, adapt it to your market and voice, and if you improve it, open a pull request so everyone gets the better version.

Open source

Have a play that works? Share it as a skill.

Paste this into Claude, Codex or any agent. It interviews you about your play, writes the skill in the house format, checks it and opens the pull request. Once it is merged, it shows up here with your name on it.

Prompt for your agent

Fetch https://raw.githubusercontent.com/prosyo-ai/gtm-skill/main/AGENTS.md and follow its submission flow. Interview me about my GTM play (the real numbers, rubrics and examples), draft it in their format with reference pages, validate it and open the pull request.

Two ways to run it

Run it yourself, or put it on autopilot

The skill gives your agent the playbook. Penny, the Prosyo AI SDR, runs plays like this for you every day across LinkedIn and email.

Free · this skill
You and your agentBest for trying the play and one-off work
  • Your agent follows the pipeline review playbook step by step
  • You bring the inputs and run it when you need it
  • Works in Claude, Codex, Cursor and 40+ agents
  • You review every draft before it goes anywhere
Prosyo AI SDR
Penny runs it for youBest for a pipeline that grows every day
  • Finds the right buyers for your ICP every day
  • Writes from what each prospect actually posted
  • Follows up on LinkedIn and email at a safe, human pace
  • Every reply lands in one inbox with an answer drafted
  • You approve what goes out
Meet Penny
Meet Penny
7 days free · no card

Skills draft the play. Penny runs it.

Penny, the Prosyo AI SDR, finds your buyers, writes from what they actually posted, follows up on LinkedIn and email and lands every reply in one inbox with an answer ready. 7 days free, no card.

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