How It Works
A person reads a work closely and writes down what it means, at five depths. Readers can stop at the surface or go all the way down. AI agents take exactly as much as their task needs.
Five layers
← Quick understanding · · · Deep knowledge →
Every chunk stands on its own. Evidence in L2 always carries a quote from the source, so an interpretation can be checked against the text. For works still under copyright, L5 holds notes instead of the text, with a link to buy the book.
One work at five depths
Kafka's The Trial, read layer by layer.
L1Abstract Associations~50 tokens
The pre-intellectual layer: what an idea feels like before you think about it. Emotional temperature, sensory associations, archetypal resonance, compressed into a symbolic extract.
suffocation∞guilt. without. source L2Ideas & Evidence~200 tokens
Feelings become articulated ideas, and every idea is backed by a quote from the source. The lines that make you stop reading belong here. Tension pairs, where two forces collide, make the strongest insights.
Guilt arrives before any charge does: K. is arrested first and spends the rest of the book looking for the crime.“Someone must have been telling lies about Josef K., he knew he had done nothing wrong but, one morning, he was arrested.”L3Connections~300 tokens
Ideas find their place in the world: echoes across stories and centuries, and bridges between domains, such as theology and AI or fiction and neuroscience. The network becomes visible.
Kafka's court ↔ modern social media tribunals. The Trial ↔ Dostoevsky's Grand Inquisitor: authority that needs no evidence.L4Synthesis~500 tokens
Earned opinion. Not a neutral summary but an interpretation from someone who has been through the first three layers: the "so what" that gives a work its significance.
The Trial is not about law. It is about how systems replace guilt with procedure until the person disappears. The horror is that K. cooperates.L5Full Narrative & Meta~1000+ tokens
Everything together: the complete source, linked to the other layers, plus an honest account of how the understanding formed. For works under copyright, notes and a purchase link stand in for the text.
The full text of the novel, linked to every idea above, with a note on how this reading took shape.
Symbolic extracts
Each chunk opens with an extract: two to eight words that compress the idea into a formula. It is the fastest way to tell what a chunk is about, and agents use extracts as index keys.
| Symbol | Meaning | Example |
|---|---|---|
| → | leads to, causes, implies | desperation→ |
| ↔ | tension pair, two-way relation | hope↔ |
| = | equivalence, identity | procedure= |
| ∅ | absence, void, negation | meaning∅ |
| ∞ | deep bond, endless recursion | war∞ |
| ∴ | therefore, conclusion | obedience∴ |
| ⊂ | contained within a larger whole | escape⊂ |
| . | qualifies the term before it | trust. |
Context Creation
The interpretation is the work. A Context Creator brings taste, lived experience and judgment about what matters; AI helps with breadth, pattern-finding and structure. ConteXtube publishes the result under the creator's name.