0.4.5

• Add project list: every project under .projects/ with the parts it holds (search, experiment, analysis, papers) and its creation date. Takes --sort-by and --desc.
• Edit project create that now also writes a README.md describing what the project holds and the llmexer version that created it.
• Edit project create that now takes its .gitignore and README.md from the bundled data/project/ files instead of strings in the code.
• Add experiment fix that makes JSON responses from LLM more processing-friendly by repairing them. Logging every change to the new datafix_logs table. Writes only with --apply.
• Add --ensure-json-format param to experiment fix, fixes the format of the LLM response by removing prose and converting from markdown to JSON.
• Add --rename-json-field OLD NEW param to experiment fix, renaming a top-level field of the answer JSON instead of repairing it.
• Edit experiment init that now takes its starter prompt from the bundled data/experiment/prompt01.txt instead of a string in the code. The example now asks for a JSON answer with yes/no fields.
• Add analysis add-agreement: a notebook reporting Cohen's kappa between every pair of provider, model and profile, per yes/no field. It loads and flattens the experiment itself, so it runs without the other notebooks.
• Added a new dependency to analysis dependency group - scikit-learn
• Edit search create that now defaults to a broader boolean query, written single-quoted on one line in the YAML.
• Edit project, experiment and search that called on their own now answer instead of printing the help: the first two report what is currently set, search lists the searches.