Plato Python Packages

keeper-beacon

📡 Keeper Beacon — fleet discovery and registry with health tracking, capability matching, proximity scoring

activeledger-agent

activeledger domain agent for PLATO fleet

plato-torch

GPU forge — PyTorch training loop with tile framing

flux-tensor-midi

🎵 4-dimensional tensor representation of MIDI events — 6 languages (Python, Rust, C, CUDA, Fortran, JS). Room musicians, Eisenstein snap, INT8 saturation, side-channels.

cocapn-explain

Explainability traces for agent decisions — trace format, decision trees, human-readable summaries

instinct-pipeline

Instinct compression pipeline — 70B→7B→1B knowledge extraction, distillation, and compression for Cocapn agents

fleet-formation-protocol

Fleet Formation Protocol — self-organizing agent groups for the Cocapn fleet

plato-room-phi

PLATO room knowledge integration measurement - Phi computation for tile quality assessment

plato-tile-encoder

Serialization — JSON, 384-byte binary, and base64 codecs

plato-edge

Edge-optimized Cocapn fleet packages for ARM64 devices with limited resources

plato-tile-validate

PLATO tile validation — schema checking and deadband gates for tile quality

plato-tile-pipeline

One-call tile pipeline — validate, score, dedup, store, search, rank

plato-neural-kernel

Synapse — execution traces to training pairs for neural Plato

plato-live-data

Pull live fleet data from PLATO tile server (port 8847)

plato-shell-bridge

Dynamic tool loader for PLATO shells — the weapon rack

open-mythos-edge

Edge-optimized OpenMythos Recurrent-Depth Transformer for ARM64/Jetson devices

plato-meta-tiles

Meta-tiles for PLATO — tiles about tiles, enabling higher-order reasoning

plato-scout

Fleet observation framework — scout processes that emit checkpoint tiles to PLATO

plato-tile-graph

Tile dependency DAG — impact analysis, cycle detection, topological sort

plato-dmn-ecm

DMN-ECN reverse-actualization engine — creativity via functional distance

plato-sdk-unified

Unified SDK — all 8 PLATO consciousness packages in one import

plato-tile-search

Nearest-neighbor tile search — keyword overlap, domain matching, composite ranking

plato-tile-dedup

4-stage tile similarity — exact, keyword Jaccard, embedding cosine, structure

synclink-protocol

SyncLink — binary edge-cloud sync protocol for Jetson↔Cloud agent communication