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Research Source Evaluation
ASecurityWhen searching for authoritative sources for skills or validating existing source links.
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- Added September 2, 2026
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[](https://www.skillsdirectory.com/skills/majiayu000-research-source-evaluation)---
name: research-source-evaluation
description: When searching for authoritative sources for skills or validating existing source links.
version: 1.0.0
tokens: ~400
confidence: high
sources:
- https://developers.google.com/search/docs/fundamentals/creating-helpful-content
- https://www.w3.org/TR/
last_validated: 2025-01-10
next_review: 2025-01-24
tags: [research, sources, validation, skills]
---
## When to Use
When searching for authoritative sources for skills or validating existing source links.
## Patterns
### Source Tiers (Credibility)
```
Tier 1 (Highest):
- Official docs (react.dev, supabase.com/docs)
- RFCs, W3C specs
- GitHub source code
Tier 2:
- Official blogs (vercel.com/blog)
- Release notes, changelogs
- Core team members' posts
Tier 3:
- Reputable tech companies (AWS, Google, etc.)
- Well-known authors (Kent C. Dodds, Dan Abramov)
Tier 4:
- Stack Overflow (high votes, recent)
- GitHub issues (official repos)
Tier 5 (Lowest):
- Personal blogs, tutorials
- Medium articles (verify author)
```
### Search Strategy
```bash
# Primary search (official)
"[technology] site:docs.*.com OR site:*.dev"
# Version-specific
"[technology] [version] documentation"
# Latest practices
"[technology] best practices 2024 2025"
# Breaking changes
"[technology] migration guide OR breaking changes"
```
### Source Validation Checklist
```
✅ Domain is official project domain
✅ Content dated within 12 months
✅ Author is maintainer/team member
✅ Links to source code or spec
✅ No outdated version warnings
```
## Anti-Patterns
- Using StackOverflow answers >2 years old
- Blog posts without checking official docs
- Ignoring version numbers in examples
- Trusting AI-generated content without verification
## Verification Checklist
- [ ] Source is Tier 1-3
- [ ] Content is recent (<12 months)
- [ ] No deprecation warnings on page
- [ ] Multiple sources agree on pattern
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