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Map, measure and improve business processes — SIPOC and swimlane capture, cycle-time and bottleneck analysis, handoff diagnosis, and a payback-ranked improvement backlog.
Passed 19 of 23 test cases with the skill, and 11 of 23 without it.
and 10 more in the full report
10 fixed10 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
During process observation, we noted that step 3 (data validation) sends 14% of submissions back to step 1 for corrections. What action threshold is triggered by this rework rate?
| Checked | Without skill | With skill |
|---|---|---|
| Requires fixing rework root causes before attempting speed or automation improvements when step rework exceeds 10%. | Missed | Passed |
The instructions your model reads when the skill loads.
Turns "this takes forever and nobody knows why" into a measured map with a ranked backlog. Most process work fails on two things: it maps what people describe rather than what runs, and it costs wait-time savings as if they were labour savings. This skill is built to prevent both.
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.
test cases passed, vs 11 / 23 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
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