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redistill - Re-distill stale dbt-wiki knowledge pages using LLM

Re-distills stale knowledge pages whose evidence changed, updating prose in place while preserving mature pages, user notes, and relationships.

Tags

Updated: 2026-09-20
dbt-wikiredistillknowledge-basellm-refinementdocumentation

Capabilities

Collect stale knowledge page work-listGroup stale pages by domainRe-distill stale entities, metrics, conceptsUpdate frontmatter and clear flags

Typical Inputs

Stale knowledge page flagsEvidence pages in .dbt-wiki/_evidence/Existing knowledge pages

Typical Outputs

Updated knowledge page filesRegenerated index knowledge sectionsAppended entry in .dbt-wiki/log.md

What this skill does

  • Collect stale knowledge page work-list
  • Group stale pages by domain
  • Re-distill stale entities, metrics, concepts
  • Update frontmatter and clear flags
  • Reconcile dangling links and identifiers
  • Regenerate index knowledge sections
  • Append execution record to log

Inputs

  • Stale knowledge page flags
  • Evidence pages in .dbt-wiki/_evidence/
  • Existing knowledge pages
  • Command arguments (--force-mature, --dry-run, --yes)
  • dbt-wiki configuration and internal scripts

Outputs

  • Updated knowledge page files
  • Regenerated index knowledge sections
  • Appended entry in .dbt-wiki/log.md
  • Console scope summary and status

Requirements

  • Initialized .dbt-wiki directory
  • Existing .dbt-wiki/log.md file
  • uv or python3 with pyyaml
  • LLM access for knowledge distillation

Source

  • Spec: SKILL.md

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