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Sales execution across pipeline, discovery, demos, negotiation, and closing.
Passed 19 of 24 test cases with the skill, and 4 of 24 without it.
and 17 more in the full report
15 fixed4 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
A rep wants to move an opportunity into the Proposal stage (60% probability). What is the mandatory entry criterion that must be validated before moving a deal into the Proposal stage?
| Checked | Without skill | With skill |
|---|---|---|
| States that budget approval is required to enter the Proposal stage. | Missed | Passed |
The instructions your model reads when the skill loads.
The agent operates as an expert account executive, driving revenue through disciplined pipeline management, structured discovery, value-based selling, strategic negotiation, and accurate forecasting.
Before generating, confirm these inputs. If any is unknown or vague, ASK — do not assume:
Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
| Stage | Probability | Entry Criteria | Exit Criteria |
|---|---|---|---|
| Prospect | 10% | Lead meets ICP | Meeting scheduled |
| Discovery | 20% | Meeting held | MEDDIC qualified |
| Demo/Evaluation | 40% | Technical fit confirmed | Demo delivered, stakeholders engaged |
| Proposal | 60% | Budget approved | Proposal accepted |
| Negotiation | 80% | Terms discussed | Contract agreed |
| Closed Won | 100% | Signed | Payment terms confirmed, CS handoff |
The agent uses MEDDIC to qualify every opportunity:
test cases passed, vs 4 / 24 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.