astroscore
ai image analysis powered by claude · v3.3 garagesystematic craft feedback for astrophotography — not a judgment, a mirror
what is astroscore?
astroscore uses Claude AI to analyse astrophotography images against a set of craft parameters and returns structured, systematic feedback calibrated against AstroBin's IOTD, Top Pick, Top Pick Nomination, and general image population.
v3 introduces separate technical and aesthetic composite scores, so you can see how your image performs on measurable craft versus subjective presentation independently.
This tool won't tell you whether your image moves someone emotionally — that's not its job. It analyses craft, not feeling. Disagree with it freely — that's the point.
the universe belongs to all of us, and each person's interaction with it is valid.you are made of this.
a note on costs and sustainability
astroscore is free to use. running it costs real money — api and cloud infrastructure on every analysis. if the community finds it useful and supports it via ☕ buy me a coffee, it stays free. monthly supporters help most.
no drama, no hard sell. just a tool built for the community, trying to stay that way.
astroscore is free to use. running it costs real money — api and cloud infrastructure on every analysis. if the community finds it useful and supports it via ☕ buy me a coffee, it stays free. monthly supporters help most.
no drama, no hard sell. just a tool built for the community, trying to stay that way.
very novel software — comments were pretty close to my thoughts on my images and processing techniques
about as good as asking an honest, experienced astrophotographer for feedback
alerted me to a slight residual background gradient which was picked up well
draws my attention to elements of my image I had not considered before
a great tool
i'm very impressed
i've been using it regularly
it provides a really valuable objective point of view
a heck of a tool — it will help both novice and experienced astrophotographers
a great idea and a lot of work behind the app
i learned a lot from reading the critique — found it helpful
the feedback is clear, concise and constructive
this is a cool tool!!!
like having an expert astro image processor looking over your shoulder
very useful tool, the comments i got so far are very helpful
uploaded a two panel mosaic and was pretty impressed by the feedback
i'm going to try some reprocessing based on the ai recommendations
very useful tool!
it pointed out something i'd never noticed in my image before!
very fair critique
gave me very relevant critics — excellent program!
this is a very clever piece of software which prompts you to push your processing to a higher level. but it is also fun to use.
great tool, thanks for creating it
what a fantastic tool — very constructive and instant feedback, and quite fun too
many thanks for your great work — your tips are really helpful!
a very useful tool for identifying potential areas for improvement in an image
a very useful tool to guide me in the early stages of learning to process images
the tool picked up on a couple of things i can't unsee now
a great tool for learning what to look out for and consider in an image
very novel software — comments were pretty close to my thoughts on my images and processing techniques
about as good as asking an honest, experienced astrophotographer for feedback
alerted me to a slight residual background gradient which was picked up well
draws my attention to elements of my image I had not considered before
a great tool
i'm very impressed
i've been using it regularly
it provides a really valuable objective point of view
a heck of a tool — it will help both novice and experienced astrophotographers
a great idea and a lot of work behind the app
i learned a lot from reading the critique — found it helpful
the feedback is clear, concise and constructive
this is a cool tool!!!
like having an expert astro image processor looking over your shoulder
very useful tool, the comments i got so far are very helpful
uploaded a two panel mosaic and was pretty impressed by the feedback
i'm going to try some reprocessing based on the ai recommendations
very useful tool!
it pointed out something i'd never noticed in my image before!
very fair critique
gave me very relevant critics — excellent program!
this is a very clever piece of software which prompts you to push your processing to a higher level. but it is also fun to use.
great tool, thanks for creating it
what a fantastic tool — very constructive and instant feedback, and quite fun too
many thanks for your great work — your tips are really helpful!
a very useful tool for identifying potential areas for improvement in an image
a very useful tool to guide me in the early stages of learning to process images
the tool picked up on a couple of things i can't unsee now
a great tool for learning what to look out for and consider in an image
pillar weights must sum to 1.0
sum: 1.00 ✓
you can use finished images or work-in-progress images ·
this is a structured rubric, not a judgment ·
you are the only person who needs to be happy with your image ·
everyone's experience is valid
composite score
—
out of 10
technical score
—
signal · stars · gradient · noise
aesthetic score
—
processing · composition · colour · interest
iotd
—
weight × 0.15
top pick
—
weight × 0.35
top pick nom.
—
weight × 0.30
all images
—
weight × 0.20
— technical criteria —
— aesthetic criteria —
tpn → tp transition factors
—
tp → iotd transition factors
—
strengths
areas for improvement
iotd assessment