Within the Śākta Advaita tradition, the text in question does not seem to have generated a vast classical commentarial literature comparable to that surrounding the major Vedānta śāstras. Traditional transmission has often relied more on oral exposition within Śrīvidyā and related lineages than on extensive, independent Sanskrit bhāṣyas. Where written aids exist, they tend to take the form of brief colophons, chapter summaries, and introductory analyses rather than elaborate, line‑by‑line scholastic treatises. Thus, the living interpretive tradition has largely been carried through guru‑paramparā and satsang‑style explanation, with written materials serving as supports rather than as the primary vehicle of interpretation.

For many contemporary students, the most accessible resources are modern translations that blend rendering of the Sanskrit with explanatory notes. A central place is often given to the English translation by Swami Sri Ramanananda (or Ramananda) Saraswati, published through the Ramana Maharshi tradition at Sri Ramanasramam in Tiruvannamalai. This edition is frequently treated as a standard point of entry: it offers the Sanskrit text in Devanāgarī along with an English translation, a brief introduction, and some interpretive notes, while stopping short of being a formal classical commentary. Other English versions, sometimes issued under titles such as “Tripura Rahasya or the Mystery Beyond the Trinity” or “The Secret of the Three Cities,” circulate in various printings and online formats, often with short notes or reflections appended.

Beyond English, the text has been rendered into several Indian languages, including Hindi and Tamil, especially within Śākta and Śrīvidyā circles. These regional translations sometimes incorporate running explanations or satsang‑based expositions, which function practically as commentarial aids even if they are not framed as independent bhāṣyas. Together, these translations and explanatory notes form a kind of modern, layered commentary tradition: less a single, authoritative scholastic work and more a constellation of interpretive efforts that illuminate the text from within living practice. For a seeker approaching this scripture, engaging these translations alongside guidance from a knowledgeable teacher often serves the role that a classical commentary would play in other branches of Advaita.