Agent skill
deep-research
[Research] Deep-dive into top sources from web-research. Extract key findings, cross-validate claims, build evidence base.
Install this agent skill to your Project
npx add-skill https://github.com/duc01226/EasyPlatform/tree/main/.claude/skills/deep-research
SKILL.md
[IMPORTANT] Use
TaskCreateto break ALL work into small tasks BEFORE starting.
Prerequisites: MUST READ before executing:
.claude/skills/shared/web-research-protocol.md
External Memory: For complex or lengthy work (research, analysis, scan, review), write intermediate findings and final results to a report file in
plans/reports/— prevents context loss and serves as deliverable.
Evidence Gate: MANDATORY IMPORTANT MUST — every claim, finding, and recommendation requires
file:lineproof or traced evidence with confidence percentage (>80% to act, <80% must verify first).
Quick Summary
Goal: Deep-dive into top sources, extract key findings, cross-validate claims, build structured evidence base.
Workflow:
- Read source map — Load output from web-research step
- Fetch top sources — WebFetch top 5-8 Tier 1-2 sources
- Extract findings — Pull key facts, data points, quotes
- Cross-validate — Compare findings across sources
- Build evidence base — Structured findings with confidence scores
Key Rules:
- Maximum 8 WebFetch calls per invocation
- Every finding must cite specific source
- Conflicting claims → present both, flag discrepancy
Be skeptical. Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence percentages (Idea should be more than 80%).
Deep Research
Step 1: Load Source Map
Read the source map from .claude/tmp/_sources-{slug}.md (output of web-research step).
Prioritize sources for deep-dive:
- Tier 1-2 sources first
- High-relevance sources
- Sources covering identified gaps
Step 2: Fetch Top Sources
For each priority source (max 8):
- Run
WebFetchwith the URL - Extract: key claims, data points, quotes, methodology
- Note: publication date, author credentials, source type
Step 3: Extract Findings
For each source, extract:
- Key claims — factual statements with specific data
- Data points — numbers, percentages, dates
- Quotes — notable expert statements
- Methodology — how data was gathered (for market reports)
Step 4: Cross-Validate
Compare findings across sources:
- Agreement — 2+ sources say the same thing → high confidence
- Discrepancy — sources disagree → note both positions
- Unique — only 1 source → mark as "single source, unverified"
Step 5: Build Evidence Base
Write to .claude/tmp/_evidence-{slug}.md:
# Evidence Base: {Topic}
**Date:** {date}
**Sources analyzed:** {count}
## Findings
### Finding 1: {Title}
**Confidence:** {95%|80%|60%|<60%}
**Sources:** [1], [3]
**Content:** {finding with inline citations}
**Cross-validation:** {agreement/discrepancy notes}
## Unresolved Discrepancies
- {claim X from source A vs claim Y from source B}
## Gaps Remaining
- {what couldn't be verified}
Workflow Recommendation
IMPORTANT MUST: If you are NOT already in a workflow, use
AskUserQuestionto ask the user:
- Activate
researchworkflow (Recommended) — web-research → deep-research → synthesis → review- Execute
/deep-researchdirectly — run this skill standalone
Next Steps
MANDATORY IMPORTANT MUST after completing this skill, use AskUserQuestion to recommend:
- "/business-evaluation (Recommended)" — Evaluate business viability from research
- "/knowledge-synthesis" — If synthesizing research report
- "Skip, continue manually" — user decides
Closing Reminders
MANDATORY IMPORTANT MUST break work into small todo tasks using TaskCreate BEFORE starting.
MANDATORY IMPORTANT MUST validate decisions with user via AskUserQuestion — never auto-decide.
MANDATORY IMPORTANT MUST add a final review todo task to verify work quality.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
fix-parallel
[Implementation] Analyze & fix issues with parallel fullstack-developer agents
ask
[Utilities] Answer technical and architectural questions.
claude-code
[Utilities] Claude Code CLI setup, configuration, troubleshooting, and feature guidance. Triggers on claude code setup, hook not firing, MCP connection, context limit, skill creation, slash command setup.
workflow-deployment
[Workflow] Trigger Deployment & Infrastructure workflow — CI/CD pipelines, Docker, Kubernetes setup and deployment.
workflow-idea-to-pbi
[Workflow] Trigger Idea to PBI workflow — po/ba workflow: capture idea, refine to pbi, create stories, prioritize.
easy-claude-help
[Utilities] Configuration guide for the easy-claude framework — explain settings, guide users through configuring .ck.json.
Didn't find tool you were looking for?