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references/summary-templates.md

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1# Summary Templates Reference
2
3## Academic Paper (IMRAD)
4
5Use for peer-reviewed journal articles, conference papers, and research studies.
6
7### Structure
81. **Introduction** — What problem does the paper address? Why does it matter?
92. **Methods** — How was the study conducted? What data, what approach?
103. **Results** — What did they find? Key numbers, key patterns.
114. **Analysis** — What do the results mean? How do they compare to prior work?
125. **Discussion** — What are the implications? Limitations? Future work?
13
14### Quality Signals
15- Published in a peer-reviewed venue
16- Clear methodology section with reproducible steps
17- Statistical significance reported (p-values, confidence intervals)
18- Limitations acknowledged openly
19- Conflicts of interest disclosed
20
21### Red Flags
22- No methodology section
23- Claims without supporting data
24- Funded by an entity that benefits from specific results
25- Published in a predatory journal (check Beall's List)
26
27---
28
29## Web Article (Claim-Evidence-Implication)
30
31Use for blog posts, news articles, opinion pieces, and online publications.
32
33### Structure
341. **Claim** — What is the author arguing or reporting?
352. **Evidence** — What data, examples, or sources support the claim?
363. **Implication** — So what? What should the reader do or think differently?
37
38### Quality Signals
39- Author has relevant expertise or credentials
40- Sources are linked and verifiable
41- Multiple perspectives acknowledged
42- Published on a reputable platform
43- Date of publication is clear
44
45### Red Flags
46- No author attribution
47- No sources or citations
48- Sensationalist headline vs. measured content
49- Affiliate links or sponsored content without disclosure
50
51---
52
53## Technical Report (Executive Summary)
54
55Use for industry reports, whitepapers, market research, and internal documents.
56
57### Structure
581. **Executive Summary** — Bottom line in 2-3 sentences
592. **Scope** — What does this report cover?
603. **Key Data** — Most important numbers and findings
614. **Methodology** — How was the data gathered?
625. **Recommendations** — What should be done based on findings?
636. **Relevance** — Why does this matter for our specific context?
64
65### Quality Signals
66- Clear methodology for data collection
67- Sample size and composition disclosed
68- Published by a recognized research firm or organization
69- Methodology section available (even if separate document)
70
71### Red Flags
72- "Report" is actually a marketing piece for a product
73- Data from a single, small, unrepresentative sample
74- No methodology disclosure
75- Conclusions far exceed what the data supports
76
77---
78
79## Comparative Analysis (Matrix + Synthesis)
80
81Use when evaluating 2-5 sources on the same topic.
82
83### Comparison Dimensions
84- **Central thesis** — What is each source's main argument?
85- **Methodology** — How did each source arrive at its conclusions?
86- **Key finding** — What is the headline result?
87- **Sample/scope** — How broad or narrow is the evidence?
88- **Credibility** — How trustworthy is the source?
89- **Recency** — When was it published?
90
91### Synthesis Framework
921. **Convergent findings** — Where sources agree (stronger signal)
932. **Divergent findings** — Where sources disagree (investigate further)
943. **Gaps** — What no source addresses
954. **Weight of evidence** — Which position has stronger support?
96
97---
98
99## Literature Review (Thematic)
100
101Use when synthesizing 5+ sources into a research overview.
102
103### Organization Approaches
104- **Thematic** — Group by topic (preferred for most use cases)
105- **Chronological** — Group by time period (good for showing evolution)
106- **Methodological** — Group by research approach (good for methods papers)
107
108### Per-Theme Structure
1091. Theme name and scope
1102. Key sources that address this theme
1113. What the sources say (points of agreement)
1124. What the sources disagree on
1135. Strength of evidence for each position
114
115### Synthesis Checklist
116- [ ] All sources categorized into themes
117- [ ] Gaps in literature identified
118- [ ] Contradictions highlighted (not hidden)
119- [ ] Overall state of knowledge summarized
120- [ ] Future research directions suggested

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