license: other
license_name: csil-3.0
license_link: https://catqualia.com/licensing
language:
- en
tags:
- tool-synthesis
- code-generation
- cross-domain-transfer
- sft
pretty_name: CatQualia forge-built — mechanism to generated-tool instruction pairs
size_categories:
- 1K<n<10K
configs:
- config_name: default
data_files:
- split: train
path: data.jsonl
CatQualia forge-built — mechanism to generated-tool instruction pairs
4,376 rows · 6,408,819 bytes · JSON Lines.
What this is
Instruction/output pairs where the output is generated tool source, keyed by an assay_key that records the mechanism the tool was forged from. Companion to fleet-toolforge at the generated-artifact end rather than the specification end.
Provenance
This group merges 1 source corpora. Every row carries a _source_dataset field
naming the file it came from, so the grouping is reversible:
forge_built— 4,376 rows
Measured
| Property | Value |
|---|---|
| Rows | 4,376 |
| Bytes | 6,408,819 |
| Source corpora merged | 1 |
| Distinct top-level fields | 6 |
Counted with wc -l against the file staged here. Absolute machine paths were rewritten to
portable tokens (<<TREES>>, <<WME>>, <<DRIVE>>, <<HOME>>) and the row count verified
unchanged by that rewrite.
Known limitations
- Synthetic and self-graded. Grades, judgements and notes come from the author's own pipeline, not independent annotation.
- Small per source. Several constituent corpora are single-digit rows.
_source_datasetis added by this packaging, not present in the originals.- Not peer-reviewed or independently evaluated.
- Security group only: the offensive rows are public MITRE-mapped techniques; the corpus's contribution is the pairing and the self-grading, not new offensive capability.
Licence
CatQualia Structural Isomorphism License (CSIL) v3.0 — attribution: Christopher Betances, catqualia.com. Non-commercial use is free with attribution; commercial use requires a commercial licence. Full text: LICENSE in this repository and catqualia.com/licensing