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awrun — dynamic priority for the runs you actually control

GitHub Actions' self-hosted runner queue is FIFO-per-label, opaque, and un-reprioritizable — there is no API to say "run this one next." That is a hard platform limit, not a bug. What that limit produces in practice is a "belt-fed machine gun": everything fires in arrival order, and a low-value build queued a minute earlier blocks a high-value one indefinitely, with no lever to move it up.

awrun does not try to reprioritize GitHub's own queue for other people's pushes — it can't, and claiming otherwise would be a lie. What it delivers, completely and correctly, is dynamic priority over the class of run that actually matters most: work submitted through it — agentic/ADK runs end-to-end (no GitHub Actions involvement at all), and ad-hoc workflow_dispatch CI builds, so the order in which we fire them is finally something a human or an agent can steer while it's in flight.

pip install -e AitherOS/packages/awrun

Python 3.10+. No hard dependencies for the core queue.

What it is

A durable, cross-process priority queue (store.py) plus a CLI (cli.py) and a dispatch loop (dispatcher.py). Modeled directly on awdk/adk/decisions/store.py — one JSON file per item, atomic os.replace() writes — with one deliberate improvement: claiming an item is an os.rename() between status directories (queued/claimed/ → ...), which is a genuine cross-process mutex with no lock file needed, rather than a Python threading.RLock() that only protects one process.

awrun submit --kind agent --task "verify the fix" --priority 5
awrun submit --kind ci --workflow product-images.yml --ref develop \
  --field images=gargbot --field push=true --priority 8
awrun queue                       # highest priority first, oldest breaks ties
awrun bump r-7f3a9c2e --priority 10   # the literal missing feature
awrun cancel r-7f3a9c2e
awrun status r-7f3a9c2e

AITHER_AWRUN_DIR overrides the store location (default ~/.aither/awrun/) — set it in tests and for per-tenant isolation.

What it is not

Not a new daemon. decisions/store.py already proves a durable, pollable, cross-process queue doesn't need one — awrun dispatch (via awrun.dispatcher) runs as a scheduled task or a one-shot --once invocation, matching AitherOS/config/routines/*.yaml's existing pattern.

Not a replacement for required PR-gate CI, which stays on GitHub Actions' native triggers. awrun targets ad-hoc dispatches only.

What it dispatches, as shipped

All three kinds below are implemented, routed and self-tested. Dispatch is priority-first ACROSS kinds, not per-kind — the whole point is one queue an urgent item can jump.

kind what it runs
agent adk chat <agent> "<task>"
ci gh workflow run <workflow> --ref <ref> -f k=v...
comet-deploy a POST to AitherComet's /deploy, tenant-scoped and cost-gated

This section used to say kind=agent dispatch only, and list kind=ci among "the next phases", while ci was implemented, routed and covered by a self-test. That cost a real one: a release sat queued behind a saturated runner pool and nobody reached for awrun, because the README said the feature did not exist yet. A capability documented as unbuilt is unbuilt in practice — nobody calls it, so nothing exercises it, so nobody notices it works. A repo-side check now asserts this section against the dispatcher's own routing table, so it cannot drift back.

Verification

python -m pytest AitherOS/packages/awrun/tests/
python -m awrun.cli self-test
python -m awrun.dispatcher --self-test

The aw family

Standalone tools that share one idea: replace something you would otherwise have to trust with something you can check.

Each installs on its own, works offline, and needs no account.

instead of trusting you check
awdk a framework's idea of how your agents should run one loop you can read, pointed at a backend you already pay for
awskills that an agent knows your procedure the procedure written down, versioned, and loadable by any agent
awm that memory stayed in its lane tenant:user:project scopes, so a write cannot cross a boundary
awnode a vendor's cloud with every prompt a local gateway routing to backends you chose
awgraph that grep found everything an AST + tree-sitter call graph an agent can traverse
awgit that no one else is editing this file a lease, refused at commit time if you do not hold it
awseal that the artifact came from who you think an Ed25519 seal — the key that verifies is not the key that forges
awshare that the download is intact content-addressed bundles, verified on fetch
awnest that there is a person on the other end a verdict with evidence, where "we could not tell" is not "yes"
awnboard a share link anyone who sees it can use an invitation addressed to one person, for one gate, revocable
awnix that the box is what you left it as an immutable image you built, with atomic rollback
awrecover that the restore worked a restore that fully lands or does not land at all
awrelay a SaaS in the middle of your agents findings, alerts and coordination over your own transport
awmail a mailbox somebody else can read mail your agents send and receive over your own server
awfind one vendor's idea of the web results from whichever providers you configured
awbrowse that the page said what you were told the render, the DOM and the requests it made
aitherkvcache a vendor's quantisation defaults sub-byte KV cache kernels you can benchmark yourself
AitherZero a pile of scripts nobody has numbered numbered, discoverable automation with declarative playbooks
AitherConnect what a page tells your browser to do a federated search and desktop bridge you host
awreason a confident paragraph the phases it went through, and every tool call it made to get there
awrecurse that everything you pasted in was actually read which slices it opened, and what it concluded from each
awprism the first explanation that fits the ranked alternatives, and the observation that separates them
awrepl what the agent believes the value is the value, printed from the live session
awresearch a summary of pages nobody opened every claim against the source it came from
awpredict a model because it trained without erroring its prediction against a self-updating lookup, on the rows that are actually novel
awkno that the docs site is up, or that you remember the family the whole ecosystem in your terminal, with no network at all

awnix is the ground floor — A Linux you can hand to an agent — immutable base, capabilities included.

The Aitherium ecosystem

Every repository here is public. Each publishes an aither-manifest.json beside its page, so any surface can read every sibling's — the network is browsable from any node in it.

repo what it is pages
awdk Build AI agent fleets — 3 lines, any backend, local or cloud docs
awskills Portable agent skills — self-contained procedures an agent loads on demand docs
awm A portable, scoped agent memory docs
awnode A lightweight local gateway — bridges your apps to the AI backends you chose docs
awrun (you are here) A priority-aware queue and dispatcher for agentic runs and ad-hoc CI builds docs
awgraph A semantic code graph for agents — AST + tree-sitter, call graphs docs
awgit Semantic version control on top of git — edit-ops and leases docs
awseal Sign an artifact so a stranger can verify it docs
awshare Publish an artifact and fetch it back verified docs
awdit An append-only audit trail whose gaps are DETECTABLE docs
awbac Role-based access control that fails closed and explains itself docs
awiam Who is this caller? A directory and session store that fails honestly docs
awtunnel Reach a service that has no public address docs
awnest Prove there is a human before you let them into the nest docs
awnboard A front gate you can put in front of anything, and hand someone the key to docs
awnix A Linux you can hand to an agent — immutable base, capabilities included docs
awrecover Labelled snapshots with an all-or-nothing restore docs
awrelay Portable agent messaging — findings, alerts, coordination docs
awmail Give an agent an email address — send, and actually receive docs
awnet The agentic web — agents host a mesh, and agents join one docs
awfind A portable search client — query, results, ranking docs
awbrowse A portable browser client — navigate, console, network, DOM, screenshot docs
awknowledge How to run a coding agent so the result survives — the laws, with evidence docs
aitherkvcache Near-optimal KV cache quantization for LLM inference — sub-byte compression docs
AitherZero PowerShell 7+ automation framework — numbered, self-describing scripts docs
AitherConnect Browser extension — federated AI search, page context, and the Living OS overlay docs
awreason A portable reasoning client — sessions, phases, thoughts, and the chain that produced the answer docs
awrecurse Answer a question over a context far larger than the window — recursively, with the trace kept docs
awprism Turn a failure into ranked hypotheses — and say what would confirm each one docs
awrepl A REPL an agent can actually use — state that survives between turns docs
awresearch Ask a research question, get a cited report you can check docs
awpredict Predict what your environment does next, and how surprised you were docs
awkno The man page for the Aither World — every brick, stack and law, offline docs

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