review-forecast

Generate forecast reviews identifying risk, recommendation posture, and snapshot changes.

1|2|Updated Jun 16, 2026
One-click install
npx skills add https://github.com/MuzeWinter/CooperAPI-Plugin --skill review-forecast-muzewinter
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: review-forecast
Source: https://github.com/MuzeWinter/CooperAPI-Plugin/tree/main/plugins/sales/skills/review-forecast
Command: npx skills add https://github.com/MuzeWinter/CooperAPI-Plugin --skill review-forecast-muzewinter

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill turns messy forecast inputs into a clear manager-ready review that shows risk, recommendation posture, and likely deal movement.

Core Features & Use Cases

  • Forecast Readout: Summarizes the open book by forecast category, amount basis, and deal count so you can quickly see where coverage stands.
  • Risk and Hygiene Analysis: Flags stale close dates, missing next steps, thin stakeholder coverage, weak timing signals, and other confidence issues.
  • Change Detection: Compares current and prior snapshots when available to explain what changed and what needs follow-up.
  • Evidence-Aware Review: Uses CRM truth first, then optionally adds meeting notes, email, docs, chat, or user-provided exports when they materially improve the call.

Quick Start

Ask the Review Forecast skill to review my current book for this month using the latest CRM snapshot and flag the biggest risks and recommended commit changes.

Frequently Asked Questions about review-forecast

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a sales forecast review from my CRM pipeline data?

To generate a sales forecast review, provide the Skill with your forecast scope, CRM truth, category conventions, and amount basis. It then drafts a manager-ready review identifying risk, recommendation posture, and changes between snapshots.

What is pipeline change detection and how does it compare current and prior snapshots?

Pipeline change detection identifies what shifted between your current and prior forecast snapshots. By comparing exported pipeline tables or CRM data, the review explains deal movement, highlights stalled opportunities, and flags follow-up actions.

How do I analyze forecast risk and hygiene issues in my seller book?

Forecast risk and hygiene analysis flags stale close dates, missing next steps, thin stakeholder coverage, and weak timing signals. The review uses CRM truth and optional evidence like meeting notes to assess confidence issues across your seller book.

Can I use exported pipeline tables and pasted account notes for forecast analysis without direct CRM integration?

Yes, you can use exported pipeline tables and pasted account notes for forecast analysis. The Skill resolves preflight context from CRM truth, exported snapshots, pasted pipeline tables, and optional meeting, email, or chat evidence to draft the review.

Does the forecast review support narrowed deal sets or is it limited to full team pipeline views?

The forecast review supports narrowed deal sets, individual seller books, full team pipeline views, and specific forecast periods. You define the scope anchors, and the analysis applies the category conventions and amount basis to that bounded context.

What are the limitations when doing commit risk analysis with optional evidence?

Commit risk analysis requires bounded evidence gathering and preflight context resolution before drafting. If optional evidence like internal messages or documents does not materially improve the call, the review relies primarily on CRM truth and pipeline snapshots.