By name: improve-iteration description: Grade the current draft, evaluate notation and technical correctness, apply fixes, and repeat until the assignment reaches the rubric-defined target.
Improve Iteration
Goal
Iterate on main.md until it satisfies the active rubric.
Loop
- Generate a compact context summary with
scripts/extract_context_summary.py. - Grade the current draft with
skills/grader/SKILL.md. - Run focused evaluation with notation validators when needed.
- Fix the highest-impact issues first.
- Re-grade.
- Stop when the rubric-defined target is met.
Rules
- do not reload every material file on every loop
- keep only the current draft, rubric, notation guides, and the latest context summary in active focus
- prioritize correctness and rubric impact over cosmetic cleanup
Outputs
- updated
main.md - saved grading reports
- saved evaluation notes
- context summary for the next loop