62 projects
awdk
Build AI agents with real memory + faculties on any backend, local or cloud. Open-core: free local runtime with typed memory, knowledge graph, code graph and ReAct; paid tiers (api.aitherium.com) unlock fleets, channels, reasoning and marketplace packs.
awdiscord
Put any agent on Discord as a real bot - slash commands, approval buttons only your operators can press, rate limits, and no self-bots.
awsettings
Your agent's permissions and config, following you to the next machine.
awpredict
A small, dependency-light world-model package: LeWM JEPA + MLP engines, environment adapters
awnode
awnode — lightweight local gateway for AitherOS
awrecover
Labelled snapshots of a directory, with a restore that either fully lands or does not land at all — and a verify that proves restorability by restoring.
awrelay
A portable client for AitherRelay-shaped agent messaging — findings, alerts and coordination between agents, over real chat channels a human can also read.
awgit
Aither World-Graph git — semantic version control on top of git: edit-ops keyed on stable node ids, content-addressed bodies, differential sync.
awrtifact
Aither World Artifact — deliberately chunk artifacts into GitHub release assets and fetch them back byte-verified. The productized aitherkvcache mirror lane.
awstorage
Scan a drive, get a ranked inventory of what fills it, classified re-fetchable or not, diffed against last time -- before you delete anything.
awshare
Publish an artifact and fetch it back verified — content-addressed bundles with verification on retrieval, atomic writes and containment of attacker-controlled member names.
awseal
Sign an artifact so a stranger can verify it — Ed25519 seals over a directory, where the key that verifies is not the key that forges.
awsuite
Let an agent use a Google Workspace -- Gmail, Drive, Calendar, Docs, Sheets, Directory -- from a CLI, an MCP server, an agent toolpack and skills, with every write gated behind an explicit confirm.
awmine
Mine your own agent transcripts for tool outcomes, lessons, procedures and cost -- redacted before anything lands
awrise
Wake something on a schedule, let it do one thing, and put it back to sleep
awrepl
A REPL an agent can actually use — state that survives between turns.
awvoice
Turn speech into text and text into speech, on a service you host.
awgym
An ARC training gym — a game a world model can watch, and six roles that play through it. Wraps the vendored NVIDIA dream-team ARC-AGI-3 solver seams (ARCAGI3Env + RHAE) and drives the LeWM world-model service through its HTTP API.
awrun
A priority-aware queue and dispatcher for agentic runs and ad-hoc CI builds — real dynamic priority for the class of work we control, instead of GitHub Actions' opaque FIFO.
awm
A portable, scoped agent memory — hierarchical tenant:user:project scopes where a write lands at exactly one scope, a read includes ancestors by distance, and siblings never leak.
awfind
A portable client for AitherSearch-shaped web search — one query interface over whichever providers you configured, on a service you host.
awprism
Turn a failure into ranked hypotheses — and say what would confirm each one.
awrecurse
Answer a question over a context far larger than the model's window — recursively, with the trace kept.
awvision
Ask questions about images using a vision-capable model
aither-kvcache
KV cache tooling for LLM inference — TurboQuant (vector quantization), TriAttention (spectral compression), and cross-model KV transfer (skip prefill by converting one model's cache into another's)
awgraph
Semantic code graph for agents — AST + tree-sitter indexing, call graphs, and hybrid search across 40+ languages and documents.
aither-capture
AitherCapture — capture your AI coding sessions (Claude Code, Codex, Copilot, Cursor, Antigravity) into clean ShareGPT datasets you own.
aitherium-awflow
Aither World Flow — a deterministic agent-workflow runtime: journaled agent calls, prefix-replay resume, barrier-free pipelines and a hard token budget.
awkno
The man page for the Aither World — every brick, stack and law, in your terminal, offline.
awfocus
See, search and steer every Claude Code session from one command — no more hunting through terminal tabs.
awavatar
One character spec in, a rigged, animated, multi-style asset pack out — the schemas, validators and thin client for a media-forge-shaped character factory.
awrouter
Aither World Router — the stateless LLM routing plane: model resolution, backend discovery + failover, tier maps, context-window fitting, SSE streaming. OpenAI-compatible, standalone, no fleet dependencies.
awdecide
One typed-decision contract -- choice / score / bool with a probability -- fail-closed, with a Brier ledger. Aither World Decide.
awsprite
A portable client for AitherSprite-shaped companion services — status, talk, teach, and watch what it becomes.
awreport
File structured bug reports and feature requests to GitHub, with automatic redaction and deduplication
awtunnel
Ingress rule validation that catches scheme mismatches and shadowing — hostname/path rules mapping public names to origins, with conflict detection.
awpool
Model placement and warm-keeping for a personal mesh pool — which of YOUR devices should serve a model right now, and asking it to warm or park. A small client layered over awnet's peer registry; stdlib only.
awclassify
Classify any document — type, visibility, audience, topics. Aither World Classify.
gawbbonet
Run one GobboNet campaign where the harness, not the human, keeps the notes.
awswarm
Sub-layer fragment placement for GPUs too small to hold one full transformer layer -- capacity-proportional splitting, column/row-parallel execution, verified against an unsplit reference.
awevolve
Point an agent at a file and a command that scores it, and watch it improve — keeping every version and the score it earned.
awbrain
Your history as a wiki of linked markdown — claims pinned to the evidence.
awembed
Train a small embedding model that knows your corpus: teacher capture, distillation, fidelity-gated int8, held-out eval -- one CLI, every stage gated.
awdelphi
Aither World Delphi — anonymous multi-round expert panels that converge to a decision with a trace, or honestly report no consensus.
awtax
Turn any tax PDF -- returns, W-2, 1099, statements, even scans -- into structured data you can check.
awscreen
Find elements on screen by describing what they look like
awtoll
What every tool call costs you in context — measured from your own agent transcripts, not claimed in a README.
awnet
A peer registry and reachability layer — which peers exist, and can I reach one? It detects three distinct states: unknown, unreachable, and unable-to-check. It is NOT a VPN implementation.
awiam
Who is this caller? — a directory and session store where deactivation is immediate and a corrupt store is never an empty one.
awbac
Role-based access control that fails closed and explains itself — segment-aware permissions, because prefix matching grants what it should refuse.
awdit
An append-only audit trail whose gaps are detectable — hash-chained records, and an anchor so truncation cannot pass as silence.
awwall
Egress allowlist that fails closed: declare what a workload may reach, watch everything else fail with the rule that denied it.
awrena
Run one judged head-to-head between two agents and read the scored verdict.
awask
Your agent asks you a question — and acts on your answer. Durable decision cards for agents: a structured ask, delivered wherever you are, whose answer steers the run that raised it.
awresearch
Ask a research question, get a cited report you can check.
awmail
Give an agent an email address - send, and actually receive. Two transports, no domain required, and rails so it cannot become a spam cannon.
awbrowse
A portable client for AitherBrowser-shaped page rendering — browse, scrape and drive a real browser from an agent, over a service you host.
awnest
Prove there is a human before you let them into the nest — a fail-closed human-check gate with bound, offline-verifiable attestations.
awnboard
A front gate you can put in front of anything - invitations that name their recipient, a ladder of requirements, and grants you can revoke one at a time.
awreason
A portable reasoning client — sessions, phases, thoughts, and the chain that produced the answer.
aithernode
Deprecated alias for awnode - installs awnode, which provides the awnode command.
aither-adk
Deprecated alias for awdk - installs awdk, which provides the same `adk` commands.
