Deal qualification (MEDDICC)
You need to qualify a B2B deal or check its health.
You get MEDDICC scorecard · Confirmed vs assumed · Gap list
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.
Use it when a manager or founder needs to review the sales pipeline and forecast.
“Here's our pipeline export. Prep me for Monday's forecast call.”
What happens when you ask your agent with this skill installed. Every step below comes straight from the skill.
Here's our pipeline export. Prep me for Monday's forecast call.
pipeline-reviewReady for your review. Nothing is sent or changed until you approve.
What good looks like
What you bring
What you get
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.
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.
Each failing check adds risk points. High-risk deals in commit move to best case or out, with the reason.
| Category | Rule |
|---|---|
| Commit | Low risk, verbal yes or clear paper process, close date backed by a plan |
| Best case | Medium risk, strong engagement, one open gap |
| Upside | Early or high risk |
| Remove | Dead, past due with no response, or no next step for 30 days |
Weighted forecast = commit + (best case × historical conversion).
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.
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
| Win rate (created to won) | Healthy coverage |
|---|---|
| 15% | 5-6x |
| 20% | 4-5x |
| 25% | 3-4x |
| 33% | 2.5-3x |
Coverage counts only deals with close dates inside the period and stages past discovery.
| Check | Risk points |
|---|---|
| Close date moved 2+ times | 3 |
| No activity in 14+ days | 3 |
| No next step scheduled | 2 |
| Single-threaded | 2 |
| Economic buyer not met (proposal stage or later) | 3 |
| Aging: 1.5x+ average time in stage | 2 |
| Close date in the past | 3 |
| Champion not tested | 1 |
| Competitor preferred by buyer (stated) | 2 |
Risk: 0-2 low, 3-5 medium, 6+ high.
| Stage | Typical win probability (calibrate with your data) |
|---|---|
| Discovery | 10-15% |
| Evaluation | 25-35% |
| Proposal | 40-55% |
| Negotiation / verbal | 65-80% |
| Commit with paper process underway | 85-95% |
If the team’s commit category historically closes below 80%, the commit rules are too loose.
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?”
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.
Use it when a manager or founder needs to review the sales pipeline and forecast.
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.
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.
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.
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.
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.
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.
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.
The skill gives your agent the playbook. Penny, the Prosyo AI SDR, runs plays like this for you every day across LinkedIn and email.
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.