BREAKING
Autoresearch Skill for Cursor, Claude Code
How the loop runs
1
Plan review
↓
2
Create .autoresearch/
↓
3
Score & keep or revert
↓
4
Rewrite after stalls
0
binary criteria
0
max score
0
batch size
0
min
cycle time
What sets it apart
This skill
Karpathy loop
●
Objective numeric metrics
●
Command-based evaluation
●
Real data only
Competitors
DSPy et al.
●
Automatic optimization
●
Different constraints
Reported gains
Figure prompt
40
React a11y
40
P99 latency cut %
76
Prompt tuning goes autonomous
AI NEWS BLITZ
A new GitHub skill brings Karpathy's autoresearch loop to prompt optimization.