symbolic debt · energy · plan reasoner — running at the edge
Conversation
Ask something. Every answer shows the debts it was built from.
Reasoning trace
The trace shows what the engine owed, what it retrieved, which plans competed, and why one won.
Brain
Self-learning logdurable, per tick
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Strongest structuresby support
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Concept searchvector space
Search the concept vectors built by build_repr.
Feed the corpus
Large corpora live in R2 and stream line by line. Ingest jobs checkpoint by byte
offset, so they survive the Worker time limit and resume where they stopped.
R2 corpus ingest
Self-learning
Dreaming invents new structures by recombination, then gates them on grammar and
corpus support. Evolution forks branches, scores them, and only promotes a winner through
the safe gate. Nothing reaches the shared brain unscored.
Parameters
Autopilotoff
Runs the whole cycle on its own: ingest → invent → gate → measure.
After each measurement it credits or blames the ops that ran since the last one,
which is what moves the strategy weights. One action at a time, never stacked.
Autopilot is off.
Jobs
No jobs yet.
Branches
No branches. Forking copies the shared brain into its own database.
Promotion gate
A branch may only merge into the shared brain when its score is 100 and its dream
bad-rate is 0. This is the original safe-promote gate, unchanged. Forcing overrides it.
Select a branch to compare it against the shared brain.
Code debt analyzer
Findings
Same analyzer the engine uses on itself: unbalanced
delimiters, argument bloat, missing returns, unused imports and variables.