card: spawn-router naming
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README.md
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---
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<!-- This file is the Hugging Face model card: published to
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huggingface.co/afterbuild/
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at the very top of the file or HF won't parse the metadata. -->
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#
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A compact, fast, **local-first** multi-head classifier for **coding-agent task
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routing**. Given a task prompt at kickoff, it predicts stable task properties; a
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*orchestration*.
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This is the model component of **spawn** — see
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[`Afterbuild/
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training code and [`spawn-gateway`](https://github.com/Afterbuild) for the local
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gateway that wraps Claude Code / Codex and routes with these weights.
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## Evaluation
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Two complementary measures (eval scripts in
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[`Afterbuild/
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`scripts/eval_battery.py`, `eval.py`):
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**Locked kickoff battery** (83 hand-labeled probes, never in training — the
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---
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<!-- This file is the Hugging Face model card: published to
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huggingface.co/afterbuild/spawn-router as README.md. Frontmatter must stay
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at the very top of the file or HF won't parse the metadata. -->
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# spawn-router
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A compact, fast, **local-first** multi-head classifier for **coding-agent task
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routing**. Given a task prompt at kickoff, it predicts stable task properties; a
|
|
|
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| 30 |
*orchestration*.
|
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This is the model component of **spawn** — see
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+
[`Afterbuild/spawn-router`](https://github.com/Afterbuild/spawn-router) for the
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training code and [`spawn-gateway`](https://github.com/Afterbuild) for the local
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| 35 |
gateway that wraps Claude Code / Codex and routes with these weights.
|
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## Evaluation
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Two complementary measures (eval scripts in
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+
[`Afterbuild/spawn-router`](https://github.com/Afterbuild/spawn-router):
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| 139 |
`scripts/eval_battery.py`, `eval.py`):
|
| 140 |
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| 141 |
**Locked kickoff battery** (83 hand-labeled probes, never in training — the
|