Open-Source Screenplay Analysis

Loglisted is a free, open-source screenplay analysis and scoring project.
That decision is intentional.
Tools that evaluate creative work are increasingly powered by algorithms and AI, yet writers are often expected to trust systems they cannot inspect.
We think there should be another model.
If software is going to evaluate a screenplay, people should be able to question how that evaluation works.
Why Is Loglisted Open Source?
Screenplay evaluation has traditionally been opaque.
A writer submits a script.
A reader evaluates it.
A score comes back.
Sometimes the writer receives detailed notes. Sometimes they receive very little explanation at all.
AI risks making that process even more opaque.
A proprietary model could potentially evaluate thousands of scripts while giving writers almost no insight into the criteria behind its judgments.
We don't think the solution to an opaque human system should be an even more opaque algorithmic one.
Loglisted is an experiment in doing things differently.
Transparency Over Authority
Loglisted does not claim to have discovered a scientific formula for good screenwriting.
There isn't one.
Instead, the project attempts to make screenplay analysis:
More accessible
More repeatable
More transparent
More affordable
More open to criticism
Opening the project allows writers and developers to ask important questions.
What should screenplay scoring measure?
What shouldn't it measure?
Which assumptions are useful?
Which assumptions introduce bias?
Where does automated analysis perform well?
Where does it fail?
Those questions shouldn't only be answered inside a private company.
Why Open Source Matters For AI
AI systems can appear authoritative even when their conclusions are subjective or uncertain.
That is especially problematic when evaluating creative work.
A screenplay is not a tax return or an equation.
Stories contain ambiguity, culture, humor, emotion, symbolism, and deliberate rule-breaking.
An open-source approach makes it easier to treat automated analysis as a tool rather than an oracle.
Developers can inspect the implementation.
Writers can challenge the methodology.
Researchers can experiment with alternatives.
The community can identify weaknesses.
And nobody has to pretend that a score represents an unquestionable truth.
Building Free Infrastructure For Writers
A significant portion of the modern screenwriting ecosystem requires writers to pay.
Competitions.
Coverage.
Consultants.
Evaluation platforms.
Educational resources.
Some of those services provide real value and the people performing that work deserve to be compensated.
But writers should also have access to strong public infrastructure.
There are excellent free and open-source tools throughout the software world.
We would like to see more of that philosophy applied to screenwriting.
Loglisted is one contribution toward that goal, by making script coverage free.
For Developers
If you're a developer interested in:
Natural language processing
AI
Screenplay parsing
Film and television
Creative tooling
Data visualization
Open-source software
you are welcome to contribute.
Potential contributions may include:
Improving screenplay parsing
Developing new analytical metrics
Improving interface and accessibility
Identifying scoring biases
Testing unusual screenplay formats
Improving documentation
Fixing bugs
Proposing entirely new approaches
You don't need to agree with every design decision.
Disagreement is part of the point.
For Screenwriters
You don't need to know how to code to contribute.
Some of the most valuable feedback comes from writers using the system.
Tell us:
Which observations were useful
Which observations were wrong
Which scores felt misleading
What you wish the system measured
What you think it should never measure
Where the analysis misunderstood your screenplay
That feedback can help improve the project for everyone.
Open Source Does Not Mean Objective
Making the system transparent does not eliminate subjectivity.
It simply makes the subjectivity easier to see and discuss.
Every scoring system reflects assumptions about what matters.
The goal of open source is not to pretend those assumptions disappear.
The goal is to expose them.
Help Build a More Transparent Screenplay Ecosystem
Loglisted is still evolving.
The larger goal is not simply to build another script-scoring website.
It's to explore whether writers can have access to better analytical tools without requiring another subscription, another submission fee, or another unexplained black box.
If that idea interests you, use Loglisted, explore the source code, report problems, propose ideas, or contribute to the project.
Free tools become better when the people who use them help build them.
Made by a writer. For writers.