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AI sales coach composite. Analyzes all available sales data — email campaigns, call recordings/transcripts, reply patterns, pipeline outcomes — to identify what the user does well, where they struggle, and how to improve. Finds patterns in top-performing emails, winning call techniques, successful objection handles, and deal progression. Produces personalized coaching recommendations based on their specific product, market, and selling style. Tool-agnostic.
Passed 18 of 22 test cases with the skill, and 13 of 22 without it.
and 2 more in the full report
5 fixed13 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
A prospect emailed back saying: 'We currently use Vendor X, but our contract ends in 3 months. Send over more details then.' Into which reply category should this response be classified?
| Checked | Without skill | With skill |
|---|---|---|
| Classifies contract timeline pushback as a handleable objection. | Missed | Passed |
The instructions your model reads when the skill loads.
An AI coach that studies everything you do in sales — your emails, your calls, your deals — finds the patterns in what works and what doesn't, and gives you specific, actionable coaching to get better.
This isn't generic sales advice ("always be closing"). It's coaching derived from YOUR data: your top-performing emails, your winning calls, your successful deal patterns, your most common objection fumbles, and your specific product's market.
What makes this different from sequence-performance:
| Composite | Focus | Output |
|---|---|---|
sequence-performance | How is this campaign doing? | Campaign metrics + copy diagnosis |
sales-coaching | How can THIS person sell better? | Personal skill assessment + coaching plan |
The other composite analyzes the work. This one coaches the worker.
Load this composite when:
| Question | Purpose | Stored As |
|---|---|---|
| What is your role? | Calibrate coaching level | user_role |
| How long have you been in sales? | Experience-appropriate advice | experience_level |
| What do you sell? (product/service, 2-3 sentences) | Context for all analysis | product_description |
| What's your average deal size? | Calibrate what matters | avg_deal_size |
| What's your typical sales cycle? | Calibrate velocity expectations | sales_cycle_days |
| What do you think your biggest weakness is? | Starting point for coaching | self_assessed_weakness |
Role options:
test cases passed, vs 13 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.