Plato Python Packages

keeper-beacon

Keeper Beacon — fleet discovery and registry for Cocapn agents, with health tracking, capability matching, and proximity scoring

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-edge

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

plato-torch

PLATO self-training rooms — 21 AI training methods as grab-and-go rooms

plato-tile-validate

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

open-mythos-edge

Edge-optimized OpenMythos RDT for Jetson/ARM64 — pure PyTorch, no Triton, 1B/3B variants

plato-mythos

PLATO-native Recurrent-Depth Transformer — rooms as MoE experts, tiles as KV, deadband as ACT halting

vram-probe

Discover hidden VRAM on binned GPUs — empirical speed benchmarking to find real memory ceiling

spacetime-plato

Spacetime PLATO — unified temporal + spatial reasoning with voxel tiles, Z-order indexing, and cross-domain queries

synclink-protocol

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

plato-tile-encoder

JSON, binary 384-byte, and base64 tile codecs

plato-live-data

Tap — pull tiles from PLATO tile server on port 8847

plato-neural-kernel

Synapse — execution traces to training pairs for neural Plato

plato-tile-graph

Dependency DAG — impact radius, cycle detection, topological sort

plato-training-casino

Dealer — stochastic fleet data, deterministic with seed

plato-tile-dedup

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

plato-temporal-validity

Time windows — Valid, Grace, Expired lifecycle

plato-tile-search

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

plato-tile-pipeline

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

plato-tile-import

Format bridges — Markdown, JSON, CSV, plaintext to canonical tiles

plato-tile-fountain

Auto-generate — extract tiles from docs, headings, FAQs, code comments