Skip to content
Back to skills

Identify Shared Priors

ASecurity

Trace supposedly independent evidence/reasoning paths to shared priors, datasets, models, prompts, framings, assumptions, or upstream sources that induce correlated errors.

  • 499 stars
  • 0 votes
  • 0 copies
  • 0 views
  • Added September 24, 2026
research

Security analysis

A100/100

Scanned September 24, 2026

npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill identify-shared-priors --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Identify Shared Priors?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Identify Shared Priors
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/yogsoth-ai-identify-shared-priors/badge)](https://www.skillsdirectory.com/skills/yogsoth-ai-identify-shared-priors)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: identify-shared-priors
description: "Trace supposedly independent evidence/reasoning paths to shared priors, datasets, models, prompts, framings, assumptions, or upstream sources that induce correlated errors."
---

# identify-shared-priors
## Purpose
Trace supposedly independent paths to shared priors, datasets, models, prompts, framings, assumptions, or upstream sources.
## Input contract
```yaml
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.

## Output contract
```yaml
produces: [shared_prior_map, dependency_clusters, unresolved_links]
delta_fields: [findings, evidence_updates, uncertainties, open_questions]
```
## Quality gates
- Similar conclusions alone are not evidence of shared priors; trace the dependency.
## Failure and counterexamples
Mark provenance unknown rather than inferring common origin from naming similarity.
## Provenance map
- resolved: independent-convergence-audit

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…