In 2021, Ania Molenda and Andrea Prins contacted us about a project they are doing called Beyond The Essay, where they are researching forms of online reading and writing with a specific focus on the essay in the field of architecture critique. Within the Beyond the Essay meetings, we proposed three scripts to engage with text in collective situations that respond to existing computational artefacts, namely tags (__MAGICWORDS__), indexing formats (x-dexing) and word2vec (word2complex).