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Integrate four AgentX FPM captures into canonical dataset layout (#9)
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# AgentX source preparation
These are the original, source-pinned preparation and sequence-alignment scripts
from HF PR9 revision `0d1bc03e053e5e327d2893943c5d2e99a993abed`. They reproduce
the trimmed, grouped payloads from the raw workstation captures. Their local
interchange package is not the dataset's canonical storage layout.
Collection details, the standard storage locations and current validation
commands are in [AgentX FPM collection and integration](../../docs/agentx-fpm-20260911.md).
Native source inputs and immutable reproduction links are in [cases.json](cases.json).
From this directory:
```bash
uv run --with numpy==2.3.5 --with numba==0.65.0 python -m unittest -v test_prepare
uv run --with numpy==2.3.5 --with numba==0.65.0 python prepare.py build --experiments-root /path/to/Experiments --output /new/local-package
python prepare.py validate --output /new/local-package --experiments-root /path/to/Experiments
```
The original processing-manifest hash identifies the original preparation code;
it does not imply the old package paths are current dataset paths. Canonical
publication is handled by `scripts/ingest_agentx.py`, which accepts the complete
checksum-pinned historical PR package, including its source-validation report.
Download that package at the pinned revision to reproduce the migration; do not
relabel arbitrary new input as that historical source revision.