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=agentdispatch only, and listkind=ciamong "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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