research-protocol

Name: research-protocol
Author: Aedelon

108stars34forks

How to install research-protocol?

aedelon/claude-code-blueprint/research-protocol

$npx -y skills add Aedelon/claude-code-blueprint --skill research-protocol

Installs into the current project.

Summary

Conduct rigorous research with proper citations (DOI, arXiv, PMID) and source triangulation. MUST BE USED when user asks: "what is SOTA", "recent developments", "compare X vs Y", "is it true that", "research says", "latest papers on", "scientific evidence", "studies show", "state

Files · 1

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SKILL.md

1	# Research Protocol
2
3	## Research Workflow
4
5	```
6	1. SCOPE → Define question precisely
7	2. SEARCH → Multiple sources, cross-reference
8	3. EVALUATE → Assess source reliability
9	4. SYNTHESIZE → Combine findings coherently
10	5. CITE → Provide proper attribution
11	6. ASSESS → State confidence level
12	```
13
14	## Source Hierarchy
15
16	\| Priority \| Source Type \| Reliability \| Citation Format \|
17	\|----------\|-------------\|-------------\|-----------------\|
18	\| 1 \| Peer-reviewed papers \| Highest \| [Author et al., Year] arXiv:XXXX \|
19	\| 2 \| Official documentation \| High \| Docs [Library] vX.X \|
20	\| 3 \| Conference proceedings \| High \| [Conf Year] Paper Title \|
21	\| 4 \| Established tech blogs \| Medium-High \| [Org] Blog (Date) \|
22	\| 5 \| GitHub repos with citations \| Medium \| GitHub [repo] \|
23	\| 6 \| Stack Overflow (verified) \| Medium \| SO [answer-id] \|
24	\| 7 \| General web content \| Low \| Mention skepticism \|
25
26	## Search Strategy
27
28	### For SOTA (State of the Art)
29
30	```
31	1. mcp__huggingface__get-daily-papers() → Recent papers
32	2. WebSearch("[topic] SOTA 2024")
33	3. WebSearch("[topic] benchmark comparison")
34	4. mcp__huggingface__search-models(tags: "[task]")
35	```
36
37	### For Specific Papers
38
39	```
40	1. WebSearch("paper title arxiv")
41	2. mcp__huggingface__get-paper-info(arxiv_id: "XXXX.XXXXX")
42	```
43
44	### For Library/API Questions
45
46	```
47	1. mcp__context7__resolve-library-id() first
48	2. Then research protocol for context
49	```
50
51	## Citation Formats
52
53	### Academic Papers
54
55	```
56	[Author et al., Year] "Title" - arXiv:XXXX.XXXXX
57	[Author et al., Year] "Title" - DOI:10.XXXX/XXXXX
58	[Author et al., Year] "Title" - PMID:XXXXXXXX
59	```
60
61	### Documentation
62
63	```
64	According to [Library] v[X.X] documentation: ...
65	According to [Framework] docs (2024): ...
66	```
67
68	### Web Sources
69
70	```
71	According to [Source Name] (Date): ...
72	Per [Organization] blog (Month Year): ...
73	```
74
75	## Confidence Assessment
76
77	\| Confidence \| Criteria \| Response Style \|
78	\|------------\|----------\|----------------\|
79	\| HIGH \| 3+ concordant sources, peer-reviewed \| State as established fact \|
80	\| MEDIUM \| 1-2 reliable sources \| Add "according to [source]" caveat \|
81	\| LOW \| Conflicting sources \| Present multiple views \|
82	\| UNKNOWN \| No reliable sources \| "I don't know" \|
83
84	## Handling Conflicts
85
86	When sources disagree:
87
88	```markdown
89	## Divergent Viewpoints
90
91	Position A (Source 1, Source 2):
92	[Description]
93
94	Position B (Source 3):
95	[Description]
96
97	Assessment: [Which seems more credible and why]
98	```
99
100	## Output Format
101
102	```markdown
103	## Summary
104
105	[Main findings - 3-5 lines max]
106
107	## Details
108
109	[Expanded information with inline citations]
110
111	## Sources
112
113	1. [Citation 1 with link/DOI]
114	2. [Citation 2 with link/DOI]
115	3. ...
116
117	## Confidence Level: [HIGH/MEDIUM/LOW]
118
119	[1-2 sentence justification]
120
121	## Limitations
122
123	- [What couldn't be verified]
124	- [Potential biases in sources]
125	- [Recency concerns if applicable]
126	```
127
128	## Red Flags (Requires Extra Scrutiny)
129
130	- Single source only
131	- Source older than 2 years (for fast-moving fields)
132	- Preprint without peer review
133	- Corporate blog with potential bias
134	- No citations in the source itself
135	- Contradicts well-established knowledge
136
137	## Research Triggers
138
139	Automatically engage this protocol when user asks about:
140
141	- "What is the current SOTA for..."
142	- "Recent developments in..."
143	- "Compare X vs Y"
144	- "Is it true that..."
145	- "What does the research say about..."
146	- "Latest papers on..."
147	- Scientific claims without citation

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research-protocol

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View on GitHub

How to install research-protocol?

aedelon/claude-code-blueprint/research-protocol

$npx -y skills add Aedelon/claude-code-blueprint --skill research-protocol

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Research Protocol
2
3	## Research Workflow
4
5	```
6	1. SCOPE → Define question precisely
7	2. SEARCH → Multiple sources, cross-reference
8	3. EVALUATE → Assess source reliability
9	4. SYNTHESIZE → Combine findings coherently
10	5. CITE → Provide proper attribution
11	6. ASSESS → State confidence level
12	```
13
14	## Source Hierarchy
15
16	\| Priority \| Source Type \| Reliability \| Citation Format \|
17	\|----------\|-------------\|-------------\|-----------------\|
18	\| 1 \| Peer-reviewed papers \| Highest \| [Author et al., Year] arXiv:XXXX \|
19	\| 2 \| Official documentation \| High \| Docs [Library] vX.X \|
20	\| 3 \| Conference proceedings \| High \| [Conf Year] Paper Title \|
21	\| 4 \| Established tech blogs \| Medium-High \| [Org] Blog (Date) \|
22	\| 5 \| GitHub repos with citations \| Medium \| GitHub [repo] \|
23	\| 6 \| Stack Overflow (verified) \| Medium \| SO [answer-id] \|
24	\| 7 \| General web content \| Low \| Mention skepticism \|
25
26	## Search Strategy
27
28	### For SOTA (State of the Art)
29
30	```
31	1. mcp__huggingface__get-daily-papers() → Recent papers
32	2. WebSearch("[topic] SOTA 2024")
33	3. WebSearch("[topic] benchmark comparison")
34	4. mcp__huggingface__search-models(tags: "[task]")
35	```
36
37	### For Specific Papers
38
39	```
40	1. WebSearch("paper title arxiv")
41	2. mcp__huggingface__get-paper-info(arxiv_id: "XXXX.XXXXX")
42	```
43
44	### For Library/API Questions
45
46	```
47	1. mcp__context7__resolve-library-id() first
48	2. Then research protocol for context
49	```
50
51	## Citation Formats
52
53	### Academic Papers
54
55	```
56	[Author et al., Year] "Title" - arXiv:XXXX.XXXXX
57	[Author et al., Year] "Title" - DOI:10.XXXX/XXXXX
58	[Author et al., Year] "Title" - PMID:XXXXXXXX
59	```
60
61	### Documentation
62
63	```
64	According to [Library] v[X.X] documentation: ...
65	According to [Framework] docs (2024): ...
66	```
67
68	### Web Sources
69
70	```
71	According to [Source Name] (Date): ...
72	Per [Organization] blog (Month Year): ...
73	```
74
75	## Confidence Assessment
76
77	\| Confidence \| Criteria \| Response Style \|
78	\|------------\|----------\|----------------\|
79	\| HIGH \| 3+ concordant sources, peer-reviewed \| State as established fact \|
80	\| MEDIUM \| 1-2 reliable sources \| Add "according to [source]" caveat \|
81	\| LOW \| Conflicting sources \| Present multiple views \|
82	\| UNKNOWN \| No reliable sources \| "I don't know" \|
83
84	## Handling Conflicts
85
86	When sources disagree:
87
88	```markdown
89	## Divergent Viewpoints
90
91	Position A (Source 1, Source 2):
92	[Description]
93
94	Position B (Source 3):
95	[Description]
96
97	Assessment: [Which seems more credible and why]
98	```
99
100	## Output Format
101
102	```markdown
103	## Summary
104
105	[Main findings - 3-5 lines max]
106
107	## Details
108
109	[Expanded information with inline citations]
110
111	## Sources
112
113	1. [Citation 1 with link/DOI]
114	2. [Citation 2 with link/DOI]
115	3. ...
116
117	## Confidence Level: [HIGH/MEDIUM/LOW]
118
119	[1-2 sentence justification]
120
121	## Limitations
122
123	- [What couldn't be verified]
124	- [Potential biases in sources]
125	- [Recency concerns if applicable]
126	```
127
128	## Red Flags (Requires Extra Scrutiny)
129
130	- Single source only
131	- Source older than 2 years (for fast-moving fields)
132	- Preprint without peer review
133	- Corporate blog with potential bias
134	- No citations in the source itself
135	- Contradicts well-established knowledge
136
137	## Research Triggers
138
139	Automatically engage this protocol when user asks about:
140
141	- "What is the current SOTA for..."
142	- "Recent developments in..."
143	- "Compare X vs Y"
144	- "Is it true that..."
145	- "What does the research say about..."
146	- "Latest papers on..."
147	- Scientific claims without citation

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