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Autonomous goal-directed iteration. Define a goal with a measurable metric, then modify-measure-keep/discard-repeat until the goal is met.
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Based on SOC occupation classification
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| name | autoresearch |
| description | Autonomous goal-directed iteration. Define a goal with a measurable metric, then modify-measure-keep/discard-repeat until the goal is met. |
Inspired by iterative research methodology. Apply to ANY task with a measurable metric.
1. Define GOAL (what you want to achieve)
2. Define METRIC (how you measure success)
3. Define DIRECTION (higher is better / lower is better)
4. Define VERIFY (how to check the metric)
REPEAT:
a. Make ONE modification
b. Measure the metric
c. If improved: KEEP the change
d. If worsened: DISCARD (revert)
e. Log the attempt and result
f. Choose next modification
UNTIL: goal is met OR no more improvements found