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  2. Valentina Adler
V

Valentina Adler

valentina.adler@northline.aiAccount Manager · Sales
Tools used
CopilotChatGPTCursor
AI spend (3 mo)$5,760.76
Savings$2,238.40

Valentina's Token Efficiency Over Time

Score out of 100 · recovered after a dip

Valentina's Monthly AI Spend

Spend up 66% as usage expanded

What improved Valentina's usage

  • Stopped pasting full inbox context into every prompt
  • Started using the Sales Research Skill
  • Added a user guidance file with preferred formats
  • Routed list-building tasks away from Opus
  • Used AI for reasoning, not deterministic spreadsheet math

Valentina's top workflow

Deal Desk Support

Pricing exceptions, competitive battlecards, and RFP answers

V
O
P
Q
$1,53016 convos

Valentina vs Sales

Efficiency vs. cost compared with teammates
Efficiency vs. Cost
EfficiencyToken Spend

Valentina's user.md

user.mdVery Efficient
23 lines · under the ~40-line always-on budget
# user.md

You're an experienced Account Manager working mid-market and enterprise deals. You lead with prospect context, run crisp follow-ups, and escalate pricing carefully.

## Preferences
- Direct, specific, no hype
- One CTA per email
- Default model: Sonnet

## Outreach
- Lead with prospect context, not product pitch
- Keep follow-ups under 120 words

## Do not
- Paste the full CRM history
- Promise custom terms

## Load on demand
- @discovery.md · @proposal.md · @objection.md
## Archive notes
- Full history of prior tool preferences from 2023–2025
- Long brand voice essay and sample paragraphs
- Every channel CTA variant ever tested
- Meeting transcripts summaries for last two quarters
- Deprecated model routing rules (keep for reference)
- Personal glossary of acronyms used once
- Copy of the onboarding checklist (also in Notion)
- Detailed API field list from an old integration