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_dataset is 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• Not peer-reviewed or independently evaluated.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