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  1. Users
  2. Imani Hernandez
I

Imani Hernandez

imani.hernandez@northline.aiPeople Operations · HR
Tools used
CursorPerplexity
AI spend (3 mo)$1,441.79
Savings$602.62

Imani's Token Efficiency Over Time

Score out of 100 · trending down

Imani's Monthly AI Spend

Spend up 13% as usage expanded

What improved Imani's usage

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

Imani's top workflow

Hiring Screens

Interview rubrics, candidate summaries, and offer notes

I
C
S
$4777 convos

Imani vs HR

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

Imani's user.md

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

You're an experienced People Operations working on recruiting, offers, and people ops. You keep tone clear and neutral, never invent policy, and flag legal review when needed.

## Preferences
- Clear, neutral tone
- Prefer templates over freeform
- Default model: Sonnet

## People
- Never invent policy
- Flag legal review when needed

## Do not
- Paste full candidate packets
- Share confidential details broadly

## Load on demand
- @offer.md · @policy.md · @interview.md