Internal · feedback simulation
Local feedback simulation harness
Synthetic cohort batches to exercise triage and evidence refinement before live sessions.
Synthetic feedback harness · six cohorts
Exercise triage and evidence-backed refinement before live sessions — quotes are illustrative only.
Beginner cohort (synthetic)
Feedback batch is exploratory — validate before building
3 notes classified across 3 categories. 1 need more sessions before committing engineering.
- Fix now
- 0
- Validate
- 1
- Contradictions
- 0
- Implement now
- 0
Serious weekly player (synthetic)
Feedback batch is exploratory — validate before building
3 notes classified across 3 categories. 1 need more sessions before committing engineering.
- Fix now
- 0
- Validate
- 1
- Contradictions
- 0
- Implement now
- 1
Instructor (synthetic)
Feedback batch is exploratory — validate before building
3 notes classified across 3 categories. 1 need more sessions before committing engineering.
- Fix now
- 0
- Validate
- 1
- Contradictions
- 0
- Implement now
- 1
Expert player (synthetic)
Feedback batch is exploratory — validate before building
3 notes classified across 3 categories. 1 need more sessions before committing engineering.
- Fix now
- 0
- Validate
- 1
- Contradictions
- 0
- Implement now
- 0
Host (synthetic)
Feedback batch is exploratory — validate before building
3 notes classified across 3 categories. 1 need more sessions before committing engineering.
- Fix now
- 0
- Validate
- 1
- Contradictions
- 0
- Implement now
- 0
Aesthetic-sensitive player (synthetic)
Feedback batch is exploratory — validate before building
3 notes classified across 3 categories. 1 need more sessions before committing engineering.
- Fix now
- 0
- Validate
- 1
- Contradictions
- 0
- Implement now
- 0