Coordination patterns for autonomous agent systems, each with the triggering incident that motivated it, the implementation, the observed outcome, and a stated strength. Several carry PROVEN strength because a recurrence was observed and did not repeat. This is design knowledge written from incidents rather than from theory.

Schema

Fields of the first record, read from the file in this repository:

Field	Type
`pattern_id`	`str`
`pattern_name`	`str`
`category`	`str`
`description`	`str`
`trigger`	`str`
`implementation`	`str`
`outcome`	`str`
`strength`	`str`
`weakness`	`str`
`applicable_when`	`str`
`anti_pattern`	`str`
`grade`	`str`
`provenance`	`str`
`provenance_coverage`	`str`

Measured

Property	Value
Rows	8,573
Bytes	10,213,355
Distinct top-level fields	14

The row count was measured with wc -l against the file staged here, not against a source copy.

How it was produced

By the author's own generation pipeline: candidate rows are produced from seed material, graded, and the survivors assembled. Several fields (notably grade and any alien_or_typical judgement) are the pipeline's own assessment, not an external label. The method is described at https://catqualia.com/forest.

Known limitations

Synthetic and self-graded. grade, alien_or_typical and failure_class come from the generating pipeline. They are not human-annotated ground truth.
Generated at scale. Volume is not evidence of quality; a large fraction of rows may be unremarkable.
English only.
Provenance of individual rows varies and is recorded per row where the pipeline captured it.
Not peer-reviewed, not independently evaluated.

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

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