Forecast your quarter from pipeline data

AI sales forecasting is an Agent Skill: a written method your AI applies on demand, in Zealos or in any client that reads SKILL.md.

A forecast is a claim about evidence, so the useful output is not a number but a split: what is evidenced, what rests on an assumption, and which single deal moves the quarter most if it slips.

What is in this skill

namemeddicc
descriptionThe MEDDICC qualification framework and what each letter requires before a deal can advance. Use when assessing deal health, preparing a forecast, writing a deal review, or deciding whether a deal is real.
allowed-toolsnone — this skill adds judgement, not reach
compatibilityZealos, Claude Code, Cursor, Codex and any client that reads SKILL.md
licenseFree to use and edit

How it works

  1. 1Split the pipeline by evidence rather than by stage — deals where the criteria are quotable, deals where they are assumed, and deals where they are missing.
  2. 2Weight by observed behaviour, not stage probability. A close date that has moved twice is worth less than a stage label suggests.
  3. 3Name the single deal whose slip changes the quarter most, and the one thing that would de-risk it this week.
  4. 4State the assumptions explicitly so the forecast can be argued with. A number nobody can interrogate is a guess with a decimal point.

The skill itself

---
name: meddicc
description: The MEDDICC qualification framework and what each letter requires before a deal can advance. Use when assessing deal health, preparing a forecast, writing a deal review, or deciding whether a deal is real.
---

# MEDDICC

A deal is qualified when every letter has evidence, not a guess. Say which
letters are unevidenced rather than filling them in optimistically — a
confidently-wrong qualification is worse than an obviously incomplete one.

| | Requires |
|---|---|
| **M**etrics | A number the buyer stated, in their units. "Two days per rep per week", not "efficiency gains". |
| **E**conomic buyer | A named person who can sign without asking anyone. If we have not spoken to them, say so. |
| **D**ecision criteria | What they will compare us on, in their words and their order. |
| **D**ecision process | The actual steps: security review, legal, procurement, board. With dates. |
| **I**dentify pain | What breaks if they do nothing. If nothing breaks, there is no deal. |
| **C**hampion | Someone who sells internally when we are not in the room, and who has something to gain. Tested by asking them to do something. |
| **C**ompetition | Including "do nothing" and "build it ourselves", which win more often than any vendor. |

## How to report

For each letter: **evidenced** (quote the source — call, email, note),
**assumed** (say so), or **missing**.

Then state the single highest-value unknown and the question that resolves it.
One question, not a list.

## Red flags

- Champion who will not introduce you to the economic buyer.
- Metrics we authored rather than heard.
- A decision process with no dates.
- "Everyone loves it" with no named detractor. There is always a detractor.

Who uses it

Sales manager

The forecast conversation starts from which deals are evidenced rather than from whose gut everyone trusts most.

Founder

You can see the shape of the quarter without a weekly ritual, and the biggest single risk is named rather than felt.

Finance

The number arrives with its assumptions attached, which is what makes it usable for anything downstream.

Frequently asked questions

Can AI forecast better than a rep?

It forecasts more consistently. It applies the same evidence bar to every deal, which is mostly what rep-to-rep variance is.

What data does it need?

Stage history, close-date changes, activity recency and whatever qualification evidence exists. Close-date movement is the strongest single signal.

Does it replace the forecast call?

It replaces the part where everyone establishes what the numbers are, leaving the part where you decide what to do about them.

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