README.md

metadata

license: other
license_name: csil-3.0
license_link: https://catqualia.com/licensing
language:
  - en
tags:
  - operations
  - decision-records
  - self-improvement
  - process
pretty_name: >-
  CatQualia factory operations corpus — optimisation, upgrades and decision
  records
size_categories:
  - 1K<n<10K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data.jsonl

CatQualia factory operations corpus — optimisation, upgrades and decision records

1,094 rows · 1,323,000 bytes · JSON Lines.

What this is

Operational material from a self-improving research factory: what was optimised, what tools were upgraded, which decisions the operator made, and the mechanics of the firing cycle that schedules the work.

Provenance

This group merges 8 source corpora. Every row carries a _source_dataset field naming the file it came from, so the grouping is reversible:

• factory_optimization — 765 rows
• fleet_tool_upgrades — 245 rows
• captains_decisions — 15 rows
• session_process_corpus — 14 rows
• next_fire_targets — 10 rows
• cannon_mechanics — 21 rows
• threshold_crossing_corpus — 12 rows
• orchestration_patterns_2 — 12 rows

Measured

Property	Value
Rows	1,094
Bytes	1,323,000
Source corpora merged	8
Distinct top-level fields	11

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• Not peer-reviewed or independently evaluated.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