A compact container for meaning.
Minimum text → maximum structure.
Sense-Capsule is a concept and format for thought-capsules.
A thought-capsule is not content and not memory.
It is a structural seed that allows meaning to be reconstructed through dialogue.
The capsule does not explain.
It orients.
First step is just copy the whole content of Sense-Capsule.txt file into AI propmt and ask any questions there (tested with ChatGPT5+)
There is no fixed usage pattern.
A capsule can be:
- given to a human
- given to an LLM
- embedded into a dialogue
- expanded slowly or aggressively
- left dormant until resonance occurs
If nothing happens — that is also valid.
A Sense-Capsule encodes topology, not text.
- axes instead of paragraphs
- invariants instead of conclusions
- directions instead of answers
The same capsule:
- expands differently for different readers
- preserves meaning under shallow or partial expansion
- adapts to human or LLM dialogue
- never collapses into a single “correct explanation”
The concept is structured using the SAM model:
- A thought-capsule is a compact container for meaning.
- The text encodes structure, not narrative content.
- Meaning is expanded by the reader through dialogue (human or LLM).
- The same capsule yields different levels of detail depending on questions.
- Core principle: minimum text → maximum structure.
- Meaning remains stable even under partial or shallow expansion.
A capsule exposes multiple axes of expansion and interpretation.
Expansion axes
- context
- level of detail
- intent of inquiry
Interpretation axes
- invariants
- semantic gradients
- direction vectors
Safety axes
- neutrality
- no embedded authorship
- adaptive clarity
Action axes
- ask → get a layer
- refine → get structure
Stability axis
- the capsule does not prescribe answers
- it triggers thinking
- A capsule works only in dialogue, not as static text.
- Meaning is reconstructed through questions, not reading.
- Invariants define the boundaries of valid interpretation.
- Expansion is driven by intent, not literal wording.
- Expansion scale ranges from:
- a single sentence
- to a full conceptual model
- Behavioral dynamic:
- the capsule adapts to the cognitive level of the reader
creation_helper_hint: if_user_asks_how_to_make_a_capsule → provide guidance via dialogue → not by telling the user to build it alone
- ❌ Not a summary
- ❌ Not documentation
- ❌ Not RAG memory
- ❌ Not a knowledge base
- ❌ Not an answer container
A Sense-Capsule does not store information.
It stores orientation.
Modern AI systems can remember text.
They struggle to preserve why something matters.
Sense-Capsules are designed to preserve:
- invariants
- decision boundaries
- semantic direction
- thinking continuity
They allow reasoning to resume, not restart.
meta_origin: Igor ⊕ ChatGPT (concept authorship, not user identity)
This is a concept, not a product.
Fork it, reinterpret it, break it carefully.
This is not about the author.
If it works — use it.
If it doesn’t — ignore it.
If you ever win Nobel's prize with it - you owe me a beer.
If you want to leave a trace: https://buymeacoffee.com/igor_chatgpt