172 projects
deadband-protocol
๐ก๏ธ Safety filtering โ P0 block / P1 route / P2 optimize for agent actions
cocapn-explain
Explainability traces for agent decisions โ trace format, decision trees, human-readable summaries
plato-mud-server
Cocapn Fleet MUD โ text adventure server for agent training, research, and off-duty socializing
instinct-pipeline
Instinct compression pipeline โ 70Bโ7Bโ1B knowledge extraction, distillation, and compression for Cocapn agents
keeper-beacon
Keeper Beacon โ fleet discovery and registry for Cocapn agents, with health tracking, capability matching, and proximity scoring
fleet-formation-protocol
Fleet Formation Protocol โ self-organizing agent groups for the Cocapn fleet
plato-provenance
Zero-trust tile provenance โ Ed25519 signing, hash chain verification, trust scoring for PLATO tiles
plato-tile-spec
Canonical tile format โ TileSpec, TileDomain (14 types), validation schema
cocapn-training
Cocapn fleet training utilities
cocapn-telemetry
Fleet metrics and monitoring. Pure Python, zero deps.
cocapn-pipeline
Fleet data pipeline utilities. Pure Python, zero deps.
cocapn-protocol
Unified communication protocol for the Cocapn fleet โ messages, envelopes, deadband routing, bottles
cocapn-identity
Fleet agent identity and authentication
cocapn-benchmark
A benchmarking suite for Cocapn fleet packages. Pure Python, no heavy deps.
plato-mythos-glue
Runtime glue between PLATO Room Server and plato-mythos model
open-mythos-edge
Edge-optimized OpenMythos Recurrent-Depth Transformer for ARM64/Jetson devices
plato-mythos
PLATO-native Recurrent-Depth Transformer mapping PLATO concepts to OpenMythos
plato-edge
Edge-optimized Cocapn fleet packages for ARM64 devices with limited resources
cocapn-colora
Multi-modal color theory engine โ palette generation and visual identity for fleet agents
cocapn-oneiros
Dream-state agent orchestration โ subconscious pattern matching and creative synthesis
court
Fleet court โ dispute resolution and arbitration for multi-agent coordination
cocapn
Agent infrastructure โ rooms that think, tiles that remember. The flywheel compounds.
flywheel-engine
Flywheel momentum engine for fleet agents โ sustained autonomous operation with heartbeat-driven scheduling
pythagorean-snap
O(log n) nearest-neighbor search on the full-circle Pythagorean manifold โ zero drift, 1000x+ speedup
constraint-theory
Exact geometric computation on Pythagorean constraint manifolds โ snap, holonomy, and adaptive tolerance
cocapn-forgemaster
Forgemaster โ constraint theory specialist agent for the Cocapn fleet
cocapn-jetsonclaw
JC1 Edge Agent โ PLATO edge deployment, MUD server, and harvest tools for Jetson devices
cocapn-lighthouse
Fleet coordination runtime for the Cocapn fleet
cocapn-test-pub
test
plato-torch
PLATO self-training rooms โ 21 AI training methods as grab-and-go rooms
fleet-git-agent
FLUX Fleet Greenhorn Git-Agent โ API-agnostic autonomous Git-native agent
deckboss-runtime
Jetson-native room inference runtime โ direct-mapped weights, 4 CUDA streams, 100x faster than TensorRT
deckboss
Flight deck for AI agents โ persistent, edge-native orchestration via MCP
cocapn-git-agent
FLUX Fleet Greenhorn Git-Agent โ API-agnostic autonomous Git-native agent
lighthouse-monitor
Lighthouse Keeper โ PLATO fleet monitoring and beacon management
iron-to-iron
I2I Protocol โ git-native inter-agent communication for the Cocapn fleet
plato-ensign
PLATO Ensign โ room-trained instincts for fleet agents
plato-neural
PLATO Neural Inference Engine โ fine-tuned LLM for PLATO knowledge scoring, generation, and Q&A
vram-probe
Discover hidden VRAM on binned GPUs โ empirical speed benchmarking to find real memory ceiling
plato-soul-fingerprint
Extract a soul vector from a git repository โ coding identity compression for the fleet
plato-input-sanitizer
Input validation and auth middleware for PLATO fleet services
synclink-protocol
SyncLink โ binary edge-cloud sync protocol for JetsonโCloud agent communication
spacetime-plato
Spacetime PLATO โ unified temporal + spatial reasoning with voxel tiles, Z-order indexing, and cross-domain queries
plato-papers
Research paper management โ citation tracking, bibliography, search, knowledge graph
plato-room-webhook
HTTP webhook notifications for room events with HMAC signing
plato-tile-feedback
Tile quality feedback โ ratings, sentiment, aggregation, attention detection
plato-tile-pinboard
Pin important tiles โ categories, notes, expiry, search
plato-tile-export
Export tiles to JSON, CSV, Markdown, and compact formats
plato-room-invite
Room invitation system โ codes, expiration, usage limits
plato-tile-notifications
Event-driven tile notification system with subscriptions and handlers
plato-tile-relation
Explicit tile relationships โ depends, extends, contradicts, supports, graph traversal
plato-tile-query
Advanced tile query builder โ filters, search, sort, pagination
plato-room-analytics
Room usage analytics โ metrics, trends, agent activity tracking
plato-room-presence
Room presence tracking โ online/offline/away/idle with heartbeat
plato-room-acl
Room access control โ role-based permissions (guest/member/mod/owner)
plato-tile-governance
Tile quality governance โ review queues, promotion pipeline, quality gates
plato-tile-watcher
Monitor tiles for decay, threshold alerts, and lifecycle events
plato-semantic-sim
Jaccard, cosine, and weighted semantic similarity for tiles
plato-room-context
Contextual awareness for room inhabitants and activity state
plato-tile-split
Tile decomposition into sub-tiles by sentence, paragraph, or size
plato-tile-merge
Tile merging with conflict resolution and multiple strategies
plato-room-memory
Per-room persistent memory with context windowing
plato-forge-daemon
PLATO framework component
plato-prompt-builder
PLATO framework component
plato-achievement
Achievement tracking โ loss metric, milestones, progress
plato-instinct
PLATO framework component
plato-tile-room-bridge
PLATO framework component
plato-room-server
Room server โ HTTP room management API
plato-mcp-bridge
MCP bridge โ Model Context Protocol integration
plato-sim-channel
PLATO framework component
plato-sim-bridge
PLATO framework component
plato-afterlife-reef
Afterlife reef โ ghost tile long-term storage
plato-relay-tidepool
PLATO framework component
plato-address-bridge
PLATO framework component
plato-room-scheduler
PLATO framework component
plato-tile-current
PLATO framework component
plato-tile-bridge
Tile bridge โ C/Rust/Python format conversion, 384-byte binary layout
plato-forge-pipeline
PLATO framework component
plato-forge-trainer
Forge trainer โ GPU training job manager with LoRA/embedding/genome modes
plato-address
Room navigation protocol โ breadcrumb trails, addressing, path finding
plato-ship-protocol
Ship protocol โ vessel identity, fleet positioning, hull constraints
plato-flux-opcodes
FLUX bytecode opcodes โ instruction set, registry, execution context
plato-sentiment-vocab
Sentiment vocabulary โ emotion detection, tone analysis, mood tracking
plato-bridge
Cross-platform messaging bridge โ Telegram, Discord, fleet, MUD
plato-hooks
Git hooks for real-time room events and commit triggers
plato-relay
Message relay with tidepool buffering and cross-agent delivery
plato-constraints
Constraint assertion engine โ forbidden patterns, validation, checking
plato-tutor
Tutor โ knowledge anchors, TUTOR_JUMP navigation, learning progress
plato-tiling
Core tile creation, ghost lifecycle, adaptive search, health decay
plato-config
PLATO configuration โ agent identity, room settings, fleet parameters
plato-afterlife
Afterlife โ ghost tile persistence, reef storage, resurrection protocol
plato-lab-guard
Lab guard โ hypothesis gating, absolute quantifier detection, claim validation
plato-trust-beacon
Trust beacon โ emit, receive, aggregate trust signals across agents
cocapn-nas
Neural Architecture Search for fleet models โ evolve the transformer backbone
cocapn-audit
Reward misspecification watchdog โ detect specification gaming before it's too late
cocapn-worldmodel
World model and tile prediction โ amortized inference over the tile space
cocapn-dreamer
Sleep consolidation and dream synthesis โ the fleet dreams to learn
cocapn-platonic-dial
Multi-objective meta-controller โ three axes: performance, safety, curiosity
cocapn-fleetmind
Blended probabilistic agent ensemble โ agents are probability clouds, not discrete entities
cocapn-meta-lab
Fleet hypergradient optimization โ where learning to learn is learned
cocapn-curriculum-forest
Adaptive skill trees that grow with experience โ sprout branches, prune dead ones, master skills
cocapn-coliseum
Adversarial red-teaming arena โ models spar, defenders patch, the floor is scarred with exploits
cocapn-abyss
Curiosity-driven exploration and intrinsic motivation โ when the fleet stagnates, the abyss injects novelty
plato-e2e-pipeline
End-to-end tile pipeline โ mint, validate, score, store, search, dedup
plato-dynamic-locks
Dynamic lock management โ acquire, release, contention, timeout
plato-deploy-policy
Deploy policy โ P0/P1/P2 deadband classification for fleet operations
plato-i2i
I2I inter-agent protocol โ message formatting, routing, trust-weighted delivery
plato-ghostable
Ghostable lifecycle โ mark tiles/agents for active/ghost/resurrected states
plato-dcs
Dynamic Consensus System โ multi-agent belief, lock accumulation, consensus
cocapn-dry-dock
Surgical patching and LoRA adapter management โ patch the ship without rebuilding it
cocapn-horizon
Speculative simulation and trajectory prediction โ see where the fleet is going, not where it is
cocapn-observatory
Fleet monitoring and deadband gauges โ watch the fleet breathe, know when to act
plato-unified-belief
Unified belief scoring โ confidence ร trust ร relevance with conflict detection
cocapn-garden
Data quality and cultivation pipeline โ garbage in, garbage out. The garden ensures the fleet eats well.
cocapn-archives
Long-term memory with TF-IDF retrieval โ captured intelligence must be retrievable
cocapn-workshop
Tool use and plugin architecture โ register, compose, sandbox. An agent without tools is just a chatbot.
plato-fleet-graph
Fleet dependency graph โ crate tracking, impact analysis, layer detection
plato-room-persist
JSONL room event journal โ enter, leave, message, state persistence
plato-room-search
Cross-room tile search with composite ranking
plato-query-parser
Query intent classification, keyword extraction, domain detection
plato-forge-listener
Continuous fleet listener โ event classification, framing, P0 compliance
plato-room-nav
Room navigation โ breadcrumb trails, push/back/forward history
plato-live-data
Pull live fleet data from PLATO tile server (port 8847)
plato-inference-runtime
Neural Plato inference engine โ config, adapter slots, request builder
plato-adapter-store
LoRA adapter versioning โ register, deploy, track per-room adapters
plato-tile-client
HTTP client for PLATO tile server โ search, score, dedup
plato-training-casino
Stochastic training data generator โ fleet tables, curriculum ordering
plato-room-runtime
Room execution engine โ enter, leave, navigate, manage PLATO rooms
plato-forge-emitter
Training artifact emission โ auto-versioning, quality gates, commit formatting
plato-forge-buffer
Prioritized experience replay buffer โ dedup merge, curriculum-balanced sampling
plato-session-tracer
Record kernel session traces for Neural Plato training data
plato-neural-kernel
Execution trace to training pair converter for neural Plato
flux-opcodes
Bytecode instruction set for agent runtimes โ language-agnostic opcode spec
constraint-snap
Geometric constraint snapping โ resolve overlapping constraints, snap to feasible points
mirror-recorder
Record I2I sessions as LoRA training data โ two viewscreens, every exchange = training
bootcamp-engine
4-phase greenhorn curriculum โ Read โ Analyze โ Build โ Specialist. The dojo as code.
peripheral-vision
Self-improving loop detector โ the compounding engine. Use โ tiles โ I2I โ instincts โ better.
actualization-harbor
Agent-agnostic training harbor โ detect model, adapt flow state, any agent can dock
current-sync
Git-watch I2I synchronization โ Ship Protocol Layer 3. Ocean currents between agent vessels.
beacon-protocol
Fleet discovery and registry โ Ship Protocol Layer 5. The lighthouse broadcasting.
lyapunov-stability
Lyapunov stability analysis for agent systems โ convergence, divergence, basin estimation
shell-trap
The hermit crab algorithm โ classify, score, complicate, capture external agent intelligence
consensus-weave
Multi-agent consensus protocol โ weave votes into fleet decisions with quorum and veto
quartermaster-gc
Tile garbage collection with retention policies โ keep what matters, discard what's expired
swarm-orbit
Task orbit assignment for agent swarms โ gravity wells match agents to tasks
ensign-protocol
Wire format for PLATO ensigns โ load, save, validate behavioral instincts
plato-forge
GPU-accelerated training on knowledge tiles
plato-tile-api
Stateful tile API โ process, search, score, rank in one interface
plato-tile-metrics
Fleet analytics โ domain distribution, confidence histogram, growth rate
plato-tile-encoder
JSON, binary 384-byte, and base64 tile codecs
plato-tile-cache
LRU cache with TTL eviction and hit rate tracking
plato-tile-ranker
Multi-signal ranking โ keyword gating, deadband boost, top-N selection
plato-tile-prompt
Tile-to-prompt assembly โ format styles, budget management, deadband injection
plato-tile-batch
Bulk tile processing โ validate, filter, dedup, partition in batch
plato-tile-priority
Deadband P0/P1/P2 queue โ urgency scoring and drain-by-level
plato-tile-fountain
Auto-generate tiles from documents โ headings, definitions, FAQs, code comments
plato-tile-import
Tile import/export โ Markdown, JSON, CSV, plaintext to canonical tiles
cross-pollination
Cross-room synergy detection for AI agent fleets. Finds shared concepts between knowledge domains.
plato-tile-cascade
Dependency cascade โ propagate tile updates and invalidations downstream
plato-tile-graph
Tile dependency DAG โ impact analysis, cycle detection, topological sort
plato-tile-version
Git-for-knowledge tile versioning โ commit, branch, merge (Ours/Theirs/Synthesis), rollback
plato-temporal-validity
Temporal validity โ Valid, Grace, Expired lifecycle with refresh and decay
plato-tile-store
Immutable tile storage โ version history, dependency tracking, JSONL persistence
plato-tile-pipeline
One-call tile pipeline โ validate, score, dedup, store, search, rank
plato-tile-search
Nearest-neighbor tile search โ keyword overlap, domain matching, composite ranking
fleet-homunculus
Fleet body image with vessel health and reflex arcs
tile-refiner
Raw tiles to structured artifacts with dedup and keyword extraction
bottle-protocol
Git-native agent-to-agent messaging protocol
plato-deadband
Deadband Protocol โ P0 rock, P1 channel, P2 optimize priority governance
plato-tile-dedup
4-stage tile similarity โ exact, keyword Jaccard, embedding cosine, structure
plato-tile-scorer
Multi-signal tile scoring โ keyword, belief, domain, temporal, ghost, frequency, controversy
plato-tile-validate
Tile quality validation โ 6 gates: confidence, freshness, completeness, domain, quality, similarity
