claude-code-skills-reference/deep-research/references/enterprise_quality_checklist.md

Enterprise Research Quality Checklist

Three-level quality control executed at each stage transition.

L1: Data Collection Quality (after each dimension)

Per-Dimension Checks

Check Item	Standard	Method	Pass Condition
Source count	Key data points ≥2 sources	Count source annotations	≥90% compliance
Source attribution	All data has source marked	Check citations in draft	≥95% completeness
Cross-validation pass rate	Data deviation ≤10%	Compare multi-source data	≥95% validation pass
Timeliness	Financial: ≤2 years; News: ≤6 months	Check timestamps	100% compliance

Result handling: All pass → proceed. Partial fail → supplement sources. Critical fail → re-collect dimension.

Dimension-Specific Checklists

D1 Company Fundamentals (target: 11/11):

• Legal entity boundaries clarified
• Founding date with month/year
• Headquarters city identified
• Founder/CEO confirmed (≥2 sources)
• Employee count with year
• Listing status (exchange, ticker)
• Latest valuation/market cap with date
• Core business one-liner
• Funding history ≥3 rounds
• ≥5 milestone events in timeline
• Ownership structure: controller identified

D2 Business & Products (target: 7/7):

• ≥3 business segments identified
• Revenue share per segment
• ≥3 core products analyzed
• User metrics (DAU/MAU) with numbers
• Monetization model per product
• Revenue breakdown (segment/geography/customer)
• Growth/decline trend per segment

D3 Competitive Position (target: 7/7):

• Industry clearly defined
• Market size quantified
• Company rank established
• Market share with number
• ≥3 competitors identified
• Multi-dimension comparison table complete
• ≥5 barrier dimensions assessed with scores

D4 Financial & Operations (target: 9/9):

• Revenue: 3-year data
• Net income: 3-year data
• Gross margin: 3-year data
• Net margin: 3-year data
• Operating cash flow: 3-year data
• R&D expense: 3-year data
• Key financial data cross-validated (≥2 sources)
• Metric definitions consistent across years
• ≥3 efficiency metrics (ROE/ROA/etc.)

D5 Recent Developments (target: 5/5):

• ≥5 recent events (within 6 months)
• Events span ≥3 event types
• Each event has impact assessment
• ≥2 strategic direction signals identified
• Most recent event within 1 month

D6 Internal/Proprietary (target: 2/2):

• Internal knowledge base queried (or limitation noted)
• Internal document search executed (or limitation noted)

L2: Analysis Quality (after analysis frameworks applied)

Check Item	Standard	Method	Pass Condition
SWOT completeness	Each quadrant ≥3 entries	Entry count	Full coverage
SWOT evidence	Every entry has data backing	Check "Evidence" fields	100% evidenced
Risk matrix coverage	All 8 categories assessed	Category checklist	100% covered
Barrier quantification	All 7 dimensions scored	Check scorecard completeness	100% scored
Conclusion support	All conclusions trace to evidence	Trace each conclusion	100% supported

Result handling: All pass → proceed to writing. Partial fail → supplement analysis evidence. Critical fail → re-execute analysis framework.

L3: Document Quality (after report drafted)

Check Item	Standard	Method	Pass Condition
Structure compliance	Follows 7-chapter template	Compare against template	≥95% compliance
Table format consistency	All tables uniformly formatted	Visual inspection	100% uniform
Readability	Paragraphs ≤450 chars; ≥3 parallel items use lists	Paragraph length check	≥95% compliance
Data annotation	All data has source + year	Citation audit	100% complete
Appendix completeness	Includes source index + glossary	Content check	100% complete

Result handling: All pass → deliver. Partial fail → format optimization. Critical fail → regenerate document.

Enterprise Report Structure (7 Chapters)

# {Company Name} Research Report

> Executive Summary: {1-2 sentence core conclusion}

---

## 1. Company Overview
### 1.1 Basic Information (table)
### 1.2 Development Timeline
### 1.3 Funding History (table)
### 1.4 Ownership Structure & Control
### 1.5 Core Management Team (table)

## 2. Business & Product Structure
### 2.1 Business Landscape Overview
### 2.2 Core Product Matrix (table)
### 2.3 Revenue Structure Analysis
### 2.4 Business Development Trends

## 3. Market & Competitive Position
### 3.1 Industry Position Analysis
### 3.2 Competitive Comparison (table)
### 3.3 Competitive Barrier Assessment (scorecard)

## 4. Financial & Operations Analysis
### 4.1 Key Financial Metrics (3-year comparison table)
### 4.2 Operating Efficiency Assessment
### 4.3 Financial Health Summary

## 5. Risks & Concerns
### 5.1 Risk Matrix Analysis (8-category table)
### 5.2 Key Risk Deep-Dives
### 5.3 Risk Mitigation Recommendations

## 6. Recent Developments
### 6.1 Major Recent Events (table)
### 6.2 Strategic Signal Interpretation

## 7. Comprehensive Assessment & Conclusion
### 7.1 SWOT Summary
### 7.2 Comprehensive Scorecard
### 7.3 Core Conclusions & Outlook

---

## Appendices
### A. Data Source Index
### B. Glossary
### C. Disclaimer

Quality Control Four Dimensions

Apply throughout all stages:

Dimension	Focus	Key Checks
Accuracy	Data correctness	Source attribution, fact verification, cross-validation, error tolerance
Completeness	Information coverage	Dimension coverage, key element presence, conclusion support, risk coverage
Timeliness	Data currency	Data freshness, trend capture, signal detection, dynamic updates
Consistency	Uniform standards	Metric definitions aligned, format unified, style consistent, terminology standardized