identify-shared-priors

Installation
SKILL.md

identify-shared-priors

Purpose

Trace supposedly independent paths to shared priors, datasets, models, prompts, framings, assumptions, or upstream sources.

Input contract

required: [evidence_paths, provenance_records]
optional: [prompt_records, model_records, upstream_sources]
constraints: [shared dependency identity and path membership must be explicit]

Procedure

  1. Inventory each path's inputs and assumptions.
  2. Match shared priors, data, models, prompts, framing, and upstream evidence.
  3. Produce dependency clusters and unresolved provenance.

If shared priors and dependence groups are explicit, consider estimate-effective-evidence-count as the next tactic.

Installs
15
GitHub Stars
505
First Seen
Sep 24, 2026