Use to drive consistent forecast methodology, grading, and inspection cadences.
SkillScore84Maintained
Automatic
◆Sales & GTM pack
Last verified 8/23/2026
What it changes
Passed 21 of 25 test cases with the skill, and 10 of 25 without it.
Without skill40%
With skill84%
Checks it passed that the model alone missed
Schedules management prep on Mondays.
Schedules the executive forecast call on Thursday.
Schedules the executive forecast call on Thursdays.
and 15 more in the full report
12 fixed9 passed either way3 still failing1 broke
Pass-rate lift
+44 pp
Tokens
+20%
Agent turns
0%
Response time
-18%
Model gemini-3.6-flashMeasured 8/23/2026v121 of 25 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 12
Prompt
We allow sales reps to move deals in and out of the commit tier by up to 15% each week without written documentation. What threshold requires formal written justification?
What was checked, without and with the skill
Checked
Without skill
With skill
Requires written rationale for any commit tier movement exceeding 5% week over week.
Missed
Passed
case-10 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md58 linessingle file
Forecast Discipline Guide Skill
When to Use
Running weekly/monthly forecast calls.
Coaching managers on commit/best case criteria.
Aligning go-to-market teams on inspection processes.
Framework
Forecast Tiers – define commit, best case, pipeline, upside with clear exit criteria.
Grading Rubric – outline inspection questions and data required for each tier.
Cadence – schedule prep steps, live inspections, and follow-up check-ins.
Accountability – log actions, approvals, and exceptions tied to each commit change.
Continuous Improvement – review accuracy vs actuals, adjust rubric/cadence quarterly.