Source Quality Policy

Evaluates source credibility using a four-tier classification system with independence and recency checks.

Updated Jan 29, 2026
One-click install
npx skills add https://github.com/sparkst/sparkry-claude-skills --skill source-quality-policy-sparkst
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Source Quality Policy
Source: https://github.com/sparkst/sparkry-claude-skills/tree/main/plugins/research-workflow/skills/research/source-policy
Command: npx skills add https://github.com/sparkst/sparkry-claude-skills --skill source-quality-policy-sparkst

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Research often relies on weak, circular, or outdated sources, leading to unsupported claims. This Skill provides a structured framework for rating source credibility so that research conclusions rest on verifiable, independent, and current evidence. ## Core Features & Use Cases - Four-Tier Classification: Classifies sources from Tier-1 (primary/authoritative) to Tier-4 (unverified/promotional) with concrete examples for each tier. - Independence and Recency Checks: Detects citation chaining and circular reporting, and flags stale or mismatched publication dates against claim timeframes. - Structured Rating Output: Produces a source_review.json file with per-source ratings, verdicts (approved/supplemental/rejected), and summary statistics. - Use Case: After gathering 15 candidate sources for a market-sizing claim, apply the tier rubric and decision tree to approve 10 independent sources and reject promotional or circular ones. ## Quick Start Evaluate the credibility of the sources I gathered for my market research and produce a source review JSON with tier ratings.

Frequently Asked Questions about Source Quality Policy

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate source credibility for research claims?▼

Classify each source into a four-tier system based on authority and methodology, then run independence and recency checks. Tier-1 primary sources with independent data and current dates receive an approved verdict.

What is a source tier system for research?▼

A tier system ranks sources by quality: Tier-1 covers primary authoritative sources like government statistics and peer-reviewed journals, Tier-2 covers reputable secondary publications, Tier-3 covers community content, and Tier-4 covers unverified or promotional material.

How do I detect circular reporting between sources?▼

Check whether one article cites another as its basis or whether multiple articles trace back to the same primary source. Sources sharing a citation chain or parent company count as a single independent source, not multiple.

When should a source be rejected for being outdated?▼

Reject or flag a source as stale when its publication date does not match the claim's timeframe, such as citing 2020 data for a current market size claim. High-stakes research requires publication within 180 days for current trend claims.

What are the limitations of tier-based source rating?▼

Tier classification evaluates the publication venue, not individual content quality, so a blog post on a government site may only qualify as Tier-2 or Tier-3. Tier-3 community sources remain supplemental and require Tier-1 or Tier-2 corroboration for load-bearing claims.