Operations Reference
Complete reference for all 32 Energy Language operations.
Observe
| Command | What it does |
|---|---|
survey <layer> | Map all basins in a layer |
survey-all | Survey every layer |
verify <layer> <seed> | Check if a point is a basin |
energy <layer> <seed> | Measure energy at a point |
probe <layer> [basin_idx] | What tokens does a basin activate? |
landscape <layer> | Full energy map with population bars |
Modify
| Command | What it does |
|---|---|
inject <layer> <seed> [strength] | Create a new attractor |
remove <layer> <seed> [strength] | Destroy an attractor |
move <layer> <seed> [strength] | Relocate an attractor |
strengthen <layer> <seed> [factor] | Deepen an existing basin |
weaken <layer> <seed> [factor] | Make a basin shallower |
Concept
| Command | What it does |
|---|---|
capture <layer> <concept> <text> | Extract what a concept looks like in the model |
inject-concept <layer> <concept> [strength] | Program a captured concept as a new attractor |
remove-concept <layer> <concept> [strength] | Remove a concept from the model |
blend <a> <b> <new> [ratio] | Mix two concepts |
concepts | List all captured concepts |
export-concept <name> <path> | Save concept as portable file |
import-concept <path> | Load concept from file |
Control
| Command | What it does |
|---|---|
load <path> | Load a checkpoint |
apply <layer> | Write modified W to live model |
restore <layer> | Undo modifications to a layer |
restore-all | Restore all layers |
save <path> | Save modified W matrices |
status | Show which layers are modified |
set <param> <value> | Set parameter (beta, strength, ...) |
info | Show model info |
Verify
| Command | What it does |
|---|---|
generate <prompt> | Generate text with current model |
diff <layer> | Show W matrix change stats |
benchmark | Measure perplexity impact of surgery |
guard <layer> [max_%] | Prevent removing too many basins |
history | Show operation log |
Scripts
Chain operations in .hlm files (one command per line, # for comments):
bash
# make_polite.hlm
load model.pt
capture 5 polite Thank you so much
capture 5 polite I really appreciate it
inject-concept 5 polite 0.1
apply 5
benchmark
generate Tell me about the weather
restore 5Run with: qriton-hlm --script make_polite.hlm