| --- |
| 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_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| - **Not peer-reviewed or independently evaluated.** |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 |
|
|
