| name | taxonomy-builder |
| description | Build a 2+ level taxonomy (`outline/taxonomy.yml`) from a core paper set and scope constraints, with short descriptions per node.
**Trigger**: taxonomy, taxonomy builder, 分类, 主题树, taxonomy.yml.
**Use when**: survey/snapshot 的结构阶段（NO PROSE），已有 `papers/core_set.csv`，需要生成可映射且读者友好的主题结构。
**Skip if**: 已经有批准过且可映射的 taxonomy（不要无意义重构）。
**Network**: none.
**Guardrail**: 避免泛化占位桶；保持 2+ 层且每节点有具体描述。
|
Taxonomy Builder (router, compatibility mode)
Build outline/taxonomy.yml from papers/core_set.csv.
P0 compatibility note:
- The output contract stays the same (
outline/taxonomy.yml, YAML list, >=2 levels, concrete descriptions).
- Curated domain taxonomies now live in
assets/domain_packs/*.yaml instead of Python prose.
scripts/run.py stays a deterministic scaffold/helper: detect domain pack -> load pack when available -> otherwise fall back to the generic builder.
Load Order
references/overview.mdreferences/taxonomy_principles.md- If a domain pack applies, read its
references/domain_pack_<domain>.md and assets/domain_packs/<domain>.yaml
- Otherwise read
references/archetypes_generic.md
- Calibrate naming/description quality with
references/examples_good.md and references/examples_bad.md
Current compatibility packs:
llm_agentsgen_imageembodied_airag_evaluation
Explicit refinement marker
Create outline/taxonomy.refined.ok only after reviewing a manually refined taxonomy. The marker is honored only while it is newer than the taxonomy, its upstream evidence, and the generator; stale markers are removed and the prior taxonomy is backed up before regeneration.
