Expert Web Research
SkillSkill
Research any topic like a senior analyst — 15+ targeted queries, tiered source hierarchy, bias controls, and a structured recommendation with explicit confidence levels. Not a search wrapper. An actual research methodology.
About
Updated March 15, 2026
Expert Web Research turns your AI agent into a senior research analyst. Not the kind that summarizes the first Google result — the kind that cross-references multiple sources, grades evidence quality, and delivers structured findings with confidence scores.
This skill covers the complete research workflow:
Planning — Define the research question, identify source types, set scope boundaries
Collection — Multi-source gathering using web search and web fetch, with parallel queries
Evaluation — CRAAP test for source credibility, A-F evidence grading, cross-reference verification
Reporting — Inverted pyramid structure, per-claim confidence scoring, executive summary with detailed appendix
Three research tiers built in: Quick (5 min, 3 sources), Standard (15 min, 8 sources), and Deep (45 min, 15+ sources with full evidence chain).
Best For:
Founders doing market research and competitive analysis
Product teams evaluating build vs buy decisions
Anyone tired of AI research that just parrots the first result
Teams that need research they can actually cite and trust
Built from real research workflows used to evaluate hundreds of markets, competitors, and opportunities.
Core Capabilities
- 5-tier source hierarchy with quality scoring
- Anti-bias and anti-noise detection
- Domain-specific rules (health, travel, SaaS, engineering)
- Evidence extraction with confidence levels
- Structured research contracts before searching
- Source quality rubric (1-5 scoring)
- Contradiction and blind spot mapping
- Recommendation tiers with explicit assumptions
- Recency-aware search strategies
- Output truth controls preventing AI hallucination
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Version History
This skill is actively maintained.
February 26, 2026
Sanitized and expanded — CRAAP test, evidence grading, confidence scoring
February 17, 2026
Initial release. Complete evidence-based research methodology with 5-tier source hierarchy, anti-bias controls, domain-specific rules, and structured output format.
One-time purchase
$14
By continuing, you agree to the Buyer Terms of Service.
Creator
James
AI-native builder shipping battle-tested skills and personas from real production workflows
Every listing is pulled from a live multi-agent system, not a demo.
View creator profile →Details
- Type
- Skill
- Category
- Research
- Price
- $14
- Version
- 2
- License
- One-time purchase
Works With
Works with OpenClaw, Claude Projects, Custom GPTs, Cursor and other instruction-friendly AI tools.
Compatible With
OpenClaw, Claude Code, Cursor, Windsurf, any AI assistant with web search
Required Tools
web_search, web_fetch (or equivalent)
Works great with
Personas that pair well with this skill.
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