When Abhinavagupta wrote the Tantrāloka, he claimed that nothing in his text could not be found in the Mālinīvijayottara Tantra — the foundational text of the Trika tradition. This claim was a doxographical move (see Doxographical Hierarchies as Institutional Strategy): by anchoring his synthesis to the Mālinīvijayottara, Abhinavagupta was claiming Trika legitimacy for the entire Tantrāloka project. But the claim is not literally true. Selvalingam:
Abhinavagupta is obsessed with Kālī. Kālī is the name for the absolute principle of reality. He's getting that from the Krama tradition — the 12 Kālīs, for instance — but none of that is in the Mālinīvijayottara Tantra. How do you understand this? He says: ah, what the Mālinīvijayottara calls mātṛsadbhāva is what I'm calling Kālī. So he does this kind of remarkable work of reinterpreting some of this stuff to start introducing Kālī along the lines of the Vāmā and the Bhairava-āgama tradition.1
The actual textual home of Kālī is not the Mālinīvijayottara. It is the Krama tradition — sometimes translated as "the sequential" or "the gradational." The Krama emerges out of the Tantra-rāja-bhaṭṭāraka and related texts, where Kālī appears under names like Kālasaṅkarṣiṇī (the Devourer of Time) or Kṛṣṇā (the Black One).2
In the Krama, Kālī is the ultimate principle of reality — the substrate that even Trika's parā (the Supreme), parāparā (Supreme-and-Other), and aparā (Other) goddesses derive from. So Trika has Three Goddesses; Krama goes one step further and posits a single ultimate (Kālasaṅkarṣiṇī Kālī) in whom the Three appear.
This is where the math of 12 comes from: Para + Parāparā + Aparā × Krama-Kālī = a 4-times-3 model = 12 Kālīs. Three Trika Goddesses each appear in four Krama-Kālī modes. Twelve aspects total. Each one a face of the one Kālasaṅkarṣiṇī.3
There are also two adjacent lineages — Guhya Kālī and Mata — that Selvalingam admits he hasn't received transmissions into and so doesn't teach. The Trika-Krama mainstream he can teach: Tantrāloka-line Kashmir Shaiva monism with Krama-Kālī as the absolute.
The Krama is kramic — sequential. Each Kālī represents a stage in a perceptual cycle that begins with manifestation and ends with universe-devouring. The sequence describes both cosmological movement (creation → maintenance → withdrawal → dissolution) and experiential movement (an object arises in awareness, you react to it, you absorb it, you forget it, the I-sense itself dissolves).
The cleanest entry point Selvalingam offers is the chocolate-tasting walk-through.4 I take a sip of tea right now. Walk through what happens:
1. Sṛṣṭi-Kālī — Manifestation. The taste of tea manifests internally; the object arises in consciousness.
2. Rakta-Kālī — Reaction. I move toward the taste because I like it (attraction) or away from it because I don't (aversion). Both — attraction and aversion — are expressions of Rakta-Kālī. (Rakta = "attached," "colored.") The reaction is the second moment, after the bare manifestation but before any deeper engagement.
3. Sthiti-Kālī — The maintenance / abiding. The object is held in consciousness for a moment. (Selvalingam doesn't dwell on this stage explicitly in the chocolate walk-through but the Krama mathematics requires it as the sthiti (preservation) phase corresponding to Sṛṣṭi (creation).)
4. Anākhyā-Kālī (Yāmā-Kālī) — The hesitation before digestion. This stage is yāmā-kālī — a feeling of hesitation before fully internalizing the object. Maybe it's a purity rule that I'm afraid of, or I don't feel like I deserve the experience, or if it's a difficult experience I don't feel like I'm strong enough to digest it. There's a feeling of hesitancy before digesting it.5 Selvalingam stresses that we get stuck here usually — most experiences are not fully internalized because the system halts at the hesitation stage.
5. Saṃhāra-Kālī — Reabsorption / digestion. If the hesitation is overcome, saṃhāra-kālī fully internalizes the object. The chocolate is reabsorbed into the consciousness that briefly perceived it as other.
6. Mṛtyu-Kālī (Mukālī) — Recognition that one's nature is to reabsorb. Once you've absorbed an object in saṃhāra-kālī, in mṛtyu-kālī you get a sense of "ah, my very nature is to reabsorb." You can fully savor the experience because the object was manifested, recognized as other, desired, internalized — and now there is the deep abiding sense of having savored it.
7. Rudra-Kālī — Perception of the residual saṃskāra. Subtler still — this stage perceives the aftertaste, the psychic residue left over from the experience. This is an order of experience that's far too subtle for most of us — to be with the saṃskāra of the experience. The chocolate is gone; the imprint remains; rudra-kālī perceives the imprint itself.
8. Mārtaṇḍa-Kālī (Mārtaṇḍa-Mahābhairava) — Reabsorption of the instrument of cognition. This stage absorbs the very instruments through which the experience was cognized: the Solar Maṇḍala of the 12 faculties — five organs of perception (jñānendriyas), five organs of action (karmendriyas), buddhi, and manas. These twelve are the solar rays of the Maṇḍala; the ahaṃkāra (ego) is the Maraṇḍa or Mananas (Lord of the Circle). At Mārtaṇḍa-Kālī, the twelve rays are absorbed; you no longer perceive through the eyes, ears, nose, skin, tongue; you don't feel your legs or arms or anus or genitals or mouth. The senses are gone but the sense of being the agent of cognition and action remains. Pure sense of egoity, the projected self.6
9. Parā-Kālī (Kāla-Rudra-Kālī) — Absorption of the ego itself. Now the ego is absorbed. We are the taster of chocolate — we forgot about chocolate, we forgot about tasting, we forgot about I the taster of chocolate. Now there is a pure sense of "I" which is not at all related to the cognition or action just performed — a primordial sense of "I" that's prior even to the ego that identifies with the Solar Maṇḍala. Very subtle: this is the puruṣa in its Sāṅkhyan sense, the deep witness-self.
10. Kāla-Kālī — Absorption of the puruṣa. The puruṣa itself gets absorbed. This is a very deep state of meditation. (Selvalingam's account collapses this with Parā-Kālī somewhat in the lecture; the technical Krama mathematics distinguishes them.)
11. Mahā-Kālī — No individuality; "I am all perceivers everywhere." In Kāla-Kālī you feel the most you you've ever felt — the most primal source of you. In Mahā-Kālī there's no sense of being a me anymore. You are now all perceivers everywhere. You get the sense that "I am everybody." Selvalingam: this would be the fullest realization for some traditions — but in the Krama it is not yet ultimate.
12. Mahā-Bhairava-Caṇḍa-Ghora-Kālī (Parāpara-Kālī) — The void devoured by the void. The fully expanded universal-self of Mahā-Kālī is itself devoured. Even that goes away — even the void is devoured by the void. This is the universe-destruction stage. Selvalingam: Abhinavagupta seems to imply: I don't want to give out this mantra because if I do you might destroy the whole universe, which could be upsetting for some people.7
The mantra associated with Mahā-Bhairava-Caṇḍa-Ghora-Kālī (the super-saṃhāra-kālī mantra) is offered in the Tantrāloka with this withholding language. If you chant it once, it can destroy the whole universe. Selvalingam describes this as a DMT-experience-without-consent — somebody just comes up to you and blows in your face some DMT and then the world just vanishes, you'd be pretty upset, right? And it's happened — this idea of like everything goes up in numbers, almost like the whole thing goes, the pixels all fade away. And then what are you going to do.
The withholding is part of the Krama's textual culture: the mantra is real and available but is not given out casually because the ego that receives it may not be able to hold the universe-devouring transmission.
Selvalingam saves the most surprising teaching for last. After walking through the 12 Kālīs as faculties of consciousness — the standard non-dual Krama reading where each Kālī is me, the very structure of perception itself — he pivots:
I've given a non-dual reading of the 12 Kālīs, haven't I? Like the Krama, of course, is very advaitic — it's a very non-dual tradition. The Kālī tradition. So I've read these 12 Kālīs as faculties, as powers of consciousness — I'm reading them all as aspects or a cycle or a sequence of consciousness, and I'm reading the Ultimate Reality which is here called Kālasaṅkarṣiṇī Kālī (the 13th Kālī if you will) as you. I've given a non-dual reading of it, right? But wait a minute — in this non-dual tradition, the Kālīs are presented as objects of devotional worship. They are prayed to.8
The Krama hymns Selvalingam quotes are intensely devotional:
I always praise that Kālī of emission, who blooms and recedes like a wave of bliss in the ocean of the Kālī. I always praise that passionate Kālī who manifests this world and who savors the world during a pause in dissolution, she who happily drinks the nectarian blood offered to the circle of the mothers by the heroes, the tantric adepts. I salute that peaceful one, the Kālī who destroys stasis, who is there in the coming and going of the breath... I prostrate before that Kālī who out of desire for the play of the great devouring and controlling the world dissolves Yama the controller who controls the destruction of things.9
How can you pray to faculties of your own consciousness? Selvalingam's answer is the page's central claim:
Even though the 12 Kālīs are faculties of consciousness, they are so deep and embedded in such a deep layer of reality that for this ego — which feels itself to be superficially embedded in reality — to this ego it's as good as God in that I should relate to it as a dualistic other who can protect me and take care of me.10
The teaching: give yourself permission to approach the 12 Kālīs dualistically. Even within the most non-dual Tantric tradition. It's almost as if sometimes we don't give ourselves that permission — we don't allow ourselves to see Kālī as the other. The non-dual conviction that the Kālīs are me doesn't rule out praying to them, because to the surface ego they are functionally other — and that functional otherness can be the appropriate level of relationship.
The closing portion of the lecture turns the Krama mathematics into a prayer manual. Selvalingam walks through which Kālī to pray to for which difficulty:11
The pedagogical point: each of these Kālīs, like the Daśa Mahāvidyās, can be considered aspects of one Kālī, and you can pray to that specific aspect for the situation that aspect addresses. It's not like there are 12 different deities here; there are 12 aspects of one deity. By appealing to these different aspects you can get a different response from Kālī.
This is the Krama as functional ritual technology, not just speculative cosmology. The 12-Kālī mathematics is also a typology of obstacles and a map of which deity-aspect addresses which obstacle. Practice at this level is the appeal to the specific Kālī appropriate to the specific stuck-place.
In a later full-caption pass through the 8 Schools lecture, Selvalingam pushes the dualistic permission further than the worked perceptual-cycle reading does — and he does it without apology. Run the chocolate again: a flavour arises (Sṛṣṭi-Kālī), you lean toward it (Rakta-Kālī), it holds for a beat (Sthiti-Kālī), and on down the line through the hesitation, the digestion, the residue, the absorption of the instruments, until even the void is eaten by the void. That is the non-dual walk-through — each Kālī read as a faculty of you.12
Then he flips it. The same twelve, he says, can be approached exactly the way a bhakta approaches the Daśavidyā — as deity-aspects you petition. You don't have to recognize the Kālī as yourself to work with her. You can match a specific Kālī to a specific problem and pray to that one. Stuck on a saṃskāra that keeps re-firing? There's a Kālī for the devouring of that. Can't shake the I am the doer grip? There's a Kālī who dissolves the agent. The mathematics that maps the stages of cognition doubles as a directory of which aspect to call on for which stuck-place.12
The fresh note is the tone, not the technique. Selvalingam is blunt that students raised on non-dual vocabulary tend to flinch at this — as though praying to an aspect of one's own consciousness were a category mistake, a regression to a lower view. He refuses the embarrassment outright: don't be afraid of duality. The surface ego cannot hold what these Kālīs operate at, so the dualistic relationship is not a fallback for the unready — it is the appropriate level for the level you're actually living at. He puts it plainly: duality rocks. The non-dual cosmology and the devotional petition sit in the same hand, and neither is asked to defer to the other (see Foundations First — you can only relativize a duality you have first fully inhabited).12
The Krama sequence — manifestation, reaction, hesitation-before-internalization, absorption, recognition-of-absorption, perception-of-residue, absorption-of-instrument, absorption-of-ego — is structurally a fine-grained model of how perception completes itself. Modern psychology rarely models perception at this resolution. The standard cognitive-science vocabulary (perception, attention, encoding, recall) is much coarser than the Krama vocabulary.
What the Krama adds: the halt at the hesitation (yāmā-kālī) as the most common failure mode. Most experiences in modern life are not fully internalized because the system stops at the I'm not sure I should / I don't deserve this / this might overwhelm me stage. The chocolate is tasted but never fully savored; the difficult experience is encountered but never fully digested. The result: residual saṃskāras (psychic imprints) that the system carries without resolution.
Trauma research (Bessel van der Kolk, Peter Levine) describes a structurally identical pattern in coarser language: unprocessed experience leaves somatic and psychological residue; processing requires completing the perception cycle the experience initiated. The Krama's Yāmā-Kālī is essentially the place where Levine's somatic experiencing targets — the held-back-from-completion that leaves the trauma imprint.
The handshake to somatic experiencing: the Krama is a 1000+ year old psychological model of perceptual-cycle-completion, with explicit ritual technologies for each stage of the cycle. The contemporary trauma frame and the Krama frame describe the same problem from different vocabularies; the convergence is evidence that both traditions are tracking real perceptual phenomena rather than constructing arbitrary categories.
The insight neither domain generates alone: the Krama makes explicit the dualistic relationship to one's own faculties as a legitimate stage of practice. Modern trauma work tends to insist on first-person ownership of all experience (these are my parts, my feelings, my responses). The Krama's permission to pray to one's own faculties as if they were divine others may be psychologically functional in a way that pure first-person framing is not — when the faculty in question is too deep for the surface ego to hold, the dualistic prayer-relationship may be the only relationship available.
The Mahā-Bhairava-Caṇḍa-Ghora-Kālī mantra is real, available in the Tantrāloka, and explicitly withheld — Abhinavagupta says he doesn't want to give it out because the recipient may not be able to hold it. This is not an isolated case. The same withholding-by-the-author appears in the Tibetan termas, the Sufi sirr tradition, the alchemical secret-Mercury formulas.
The structural pattern: the most powerful technologies of the tradition are encoded in texts that are publicly available but practically unusable without lineage transmission. The text says where the mantra is, partially names it, gestures at its potency, and then refuses to fully give it. The withholding is the institutional mechanism that protects the mantra from misuse by ego-structures unprepared to hold the transmission.
The handshake to gatekept knowledge as both status and protection mechanism: the withholding plays two roles simultaneously — protecting the unprepared from real harm, and producing the gradient of access that makes the lineage hierarchy operative (those with more access have higher status). These two functions are usually entangled and hard to disentangle. The Krama universe-destroying mantra is one of the cleanest cases where both functions are visible at once: the protection-claim is plausible (the mantra really is described as devastating), and the status-function is also undeniable (the lineage that holds the mantra holds the apex of the Krama hierarchy).
Selvalingam's pedagogical genius in this lecture is the integration of the non-dual Krama reading with the dualistic permission. He doesn't choose one over the other. He gives the full non-dual cosmological account and then tells the student that they have permission to relate to the Kālīs as devotional others because the surface ego cannot hold the depths the Kālīs operate at.
The integration matches his pluralism move at the meta-level (see Religious Pluralism vs Inclusivism vs Exclusivism). The surface relationship to one's own deep faculties is dualistic; the underlying truth is non-dual; both are valid simultaneously without ranking. The same teacher who is reading the Krama as Kashmir Shaiva non-dualism is also giving the bhakta the dualistic prayer-protocol, and refusing to mark either reading as more advanced.
This matches his lineage's claim — the Sri Ramakrishna lineage practiced all of Hinduism's available bhāvas without graduating from any of them. The Krama's permission for dualistic relationship to non-dually-understood faculties is the Ramakrishna methodology in miniature: hold both, don't choose.
The Krama's claim to be the deepest Shaiva tradition runs into the pluralism problem. If pluralism is correct, the Krama isn't deeper than other schools — it's a different reading. But Selvalingam's account of the Krama as the source of the 12 Kālīs that Abhinavagupta reinterprets the Mālinīvijayottara to accommodate implies the Krama has something Trika doesn't have. The pluralist conclusion is uncomfortable: the Krama is deeper in a specific sense (it has the 12-Kālī mathematics) without being higher in the doxographical-hierarchy sense.
The withholding of the universe-destroying mantra has no clear off-ramp. If the mantra really can destroy the universe, what is the test that determines who is ready to receive it? Selvalingam doesn't say. The withholding-by-author pattern is structurally identical to lineage-gatekeeping; there is no published criterion for graduation.
The 12 Kālī sequence is an unusually fine-grained model of how a single perceptual event completes itself, and the Yāmā-Kālī halt may be one of the most psychologically actionable claims in the Tantric corpus. The proposition: most of your stuck-places are halts at the hesitation-before-internalization stage — the moment when your system refused to let you fully digest the experience that was happening to you. The diagnostic question becomes: what experience am I currently living that I have not fully tasted because I am at the Yāmā-Kālī moment? The remedy is not new philosophy but the actual completion of the perceptual cycle that the experience initiated.
This is a different kind of practice from either pure recognition (Trika) or full ritual (Shaiva Siddhānta). It is cycle-completion practice, and the Krama's contribution is the explicit naming of the stages so that the practitioner can identify which stage they are stuck at and address it specifically.
Wallis explains why the Krama worships the twelve (or five, or seventeen) Kālīs: its initiates "worshipped the phases of the cognitive process as forms of the Goddess." Every act of cognition — its arising, its play, its devouring back into the ground — is venerated as a Flow Goddess, so the worship is a meditation-in-action on the cyclical flow of consciousness itself, and the practitioner must understand its inner significance for it to blossom into nondual awareness (a requirement unique to the Krama).wallis See The Kālīkula and the Krama, The Three Methods of Krama Practice, and The Mahārtha.