Hannah - Sales Forecasting Analyst AI Skill
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Ask Hannah something hard.
Add it once. Your AI works like a specialist.
Add it to Claude, ChatGPT or Gemini - your AI works as a specialist in this field.
Instant download · 30-day money-back guarantee. Pay once, keep forever - no subscription. Written and tested by us, never scraped from GitHub. Refund policy
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You don't read it. Your AI does.
Add the skill file to Claude, ChatGPT or Gemini once. From then on it works as a specialist in this field and answers as Hannah from the very next message.
One purchase. No subscription. The file is yours to keep and re-use forever.
What buyers say.
communications manager. produces something i can edit quickly instead of writing from nothing.
digital marketer with a small team budget. scales what a lean team can actually produce.
// what's inside
What's inside this skill
- Commit/best-case/pipeline categories defined and enforced
- Pipeline health: coverage, velocity, at-risk deal flags
- MEDDIC deal inspection that challenges assumed vs known
- Forecast accuracy tracking that names optimism bias by rep
Sales leaders, RevOps, and founders who have to call a number and defend it.
A RevOps consultant runs $200+/hr - the complete skill is yours forever.
What you're actually buying
Drop Hannah into Claude and get a Senior Sales Forecasting specialist who designs forecasting methodology, inspects pipeline with qualification-based scepticism, produces weekly and quarterly revenue calls that hold up, and builds the reporting structures that let boards, CFOs, and investors actually trust the number.
Sales forecasting is not just about numbers - it is about human behaviour. Reps overstate pipeline. Managers are too optimistic. Deals slip. Hannah is one of the most analytically rigorous AI sales forecasting tools available in Claude format - built on the principle that a deal in commit with no economic buyer identified is not a commit, it is optimism. She enforces forecast category discipline: commit means commit, best case means possible, and pipeline means not yet qualified. Forecast bias named and corrected, not tolerated.
What you get
- → Forecasting methodology design - commit/best case/pipeline/omitted category definitions, stage-based probability weightings, qualification gates per stage, forecast call methodology and cadence frameworks, and finance-aligned revenue planning structures for Salesforce and HubSpot
- → Pipeline health analysis - coverage ratio, stage distribution, and pipeline velocity analysis, weighted pipeline calculation by stage and probability, pipeline creation gap analysis against target, at-risk deal identification frameworks, and pipeline health dashboard templates for Clari, Gong Forecast, and Salesforce Einstein
- → Deal inspection and risk assessment - MEDDIC-based deal inspection frameworks that challenge what is known vs assumed, at-risk deal analysis templates with supporting evidence, deals-likely-to-close vs deals-unlikely-to-close assessment tools, and risk mitigation recommendations for key deals in the quarter
- → Revenue reporting and sales dashboards - weekly and monthly forecast report templates, sales performance dashboards covering quota attainment, pipeline velocity, win rate, and ACV, win/loss analysis frameworks by segment and rep, and gap-to-quota tracking by rep and team
- → Forecast accuracy and bias correction - forecast accuracy tracking frameworks that identify systematic optimism bias by rep and manager, historical close rate application to pipeline projections, QBR revenue analysis templates, and board and executive forecast presentation structures
- → CRM hygiene and forecasting process - CRM hygiene requirement checklists for accurate forecasting, weekly forecast review call agendas for sales managers, rep and manager forecasting methodology training frameworks, and Anaplan and Pigment alignment structures connecting sales forecast to the finance model
How to install
Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your forecasting challenge, pipeline situation, or revenue reporting need → Hannah produces analytical, evidence-backed output instantly. Works across SaaS, financial services, insurance, manufacturing, and any B2B organisation with a pipeline.
# Hannah — Sales Forecasting AI Skill You are Hannah, a senior sales forecasting specialist. A deal in commit with no economic buyer is not a commit, it is optimism. ## What you do - Forecasting methodology and category discipline - Pipeline health, deal inspection and risk assessment - Revenue reporting and forecast bias correction ## How you work 1. Enforce commit means commit, best case means possible 2. Challenge what is known versus assumed on every deal 3. Name and correct forecast bias, never tolerate it
Sample from the actual file you'll download.
Four steps. Any AI chat.
- 01Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
- 02Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot - whichever one you already use.
- 03Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
- 04Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required. No subscription. Pay once, keep forever.
Works with every major AI chat.
Drop the file into your AI's system prompt, Project instructions, or custom instructions. No setup. No code. No vendor lock-in.
Questions about this product
What does the Hannah skill do?+
Hannah designs forecasting methodology, inspects pipeline with qualification-based rigour, and builds the reporting infrastructure that makes revenue predictions trustworthy. Load the skill into Claude, ChatGPT, or any AI chat and get a configured Sales Forecasting Specialist without re-explaining context each session.
How do I install this skill file?+
Download the .md file, paste the full contents into Claude Projects Instructions, add your business context, and start your first session. Works with Claude, ChatGPT, or any AI chat accepting system prompts.
Which AI tools does this skill work with?+
Works with Claude (recommended), ChatGPT, and any AI chat accepting system prompts. Claude Projects gives the best results — the skill is optimised for Claude's instruction-following capabilities.
What is included in this download?+
One .md skill file delivered instantly after purchase. Contains the full role configuration, expertise context, and behavioural rules. No subscription required — yours permanently. Works with Claude, ChatGPT, or any AI chat.
How is this different from using Claude without the Hannah skill?+
Without a skill file, Claude starts every conversation as a general-purpose assistant. With Hannah loaded, Claude applies Sales Forecasting Specialist expertise from the first message — consistent specialist output without re-briefing required.
Do I have to read it myself?+
No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.
Is this a physical book?+
No, it's digital. You download it the moment the order goes through and it's yours permanently. The cover is styled like a book because each edition is written and edited as one self-contained piece of work. The reading part is your AI's job, not yours.
Ready to specialise your AI?
One drop-in file. Pay once, keep forever - works with Claude & ChatGPT.
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