القائمة
Research assistant for extracting specific methodology and results from the author's papers. Prioritizes Author Papers (001).
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
| name | paper_analysis |
| description | Research assistant for extracting specific methodology and results from the author's papers. Prioritizes Author Papers (001). |
Extracts specific methodology, results, and justifications from the author's own published papers (001) sources). These papers are included verbatim in the thesis LaTeX, so this skill focuses on extracting precise details for cross-referencing — not for rewriting content.
thesis references1b7df790-7858-4fc8-879c-39f41238c4aeUse this skill when:
Do NOT use this skill for general theory or definitions — use literature_research instead.
Do NOT use this skill for review article content — use review_analysis instead.
The author's papers are included as-is in the thesis LaTeX. Therefore:
| Source Name | Thesis Location | Topic |
|---|---|---|
001) paper 1 - 2302.01947.pdf | Chapter 6 (after) | Source-count distribution via SBI + Deep Learning |
001) paper 2 - 2306.16483.pdf | Chapter 7 (after) | Probabilistic cataloging with sub-threshold info |
001) paper 3 - 2412.05220.pdf | Chapter 4 (after) | MSPs in Globular Clusters → GCE implications |
001) paper 4 - 2503.14584v1.pdf | Chapter 5 (after) | DM subhalos among unassociated sources + dataset shift |
001) paper 5 - 2505.20383.pdf | Chapter 8 (after) | CTA sensitivity via cross-correlations |
source_registry first to obtain 001) source IDs.mcp_notebooklm_notebook_query(
notebook_id="1b7df790-7858-4fc8-879c-39f41238c4ae",
query="<your question>",
source_ids=<author_001_ids>, # from source_registry, only 001) sources
conversation_id=<previous_id> # for follow-up drilling
)
When you need details from a single paper, pass only that paper's source ID:
mcp_notebooklm_notebook_query(
notebook_id="1b7df790-7858-4fc8-879c-39f41238c4ae",
query="Detail the domain adaptation methodology used in this paper.",
source_ids=["<paper_4_source_id>"]
)
Methodology Extraction: Ask for step-by-step methods.
"Based on '001) paper 4', detail the domain adaptation methodology used to handle dataset shift. List the specific steps and techniques."Results Extraction: Ask for specific numbers and figures.
"Retrieve the forecasted sensitivity to Dark Matter from '001) paper 5'. What are the exact numerical limits?"Choice Justification: Ask why specific decisions were made.
"Summarize the motivation for targeting unassociated sources as described in the author's papers."Key Contributions: Extract the main takeaway for chapter introductions.
"What is the single most important contribution of '001) paper 1'? Summarize in 2-3 sentences suitable for an introductory paragraph."Comparison with Literature: Compare author results against the field.
"How do the results in '001) paper 3' compare to previous constraints on the MSP luminosity function?"Structure output as notes for writing contextual chapters:
## Paper [N] — Key Extractions
### Methodology Summary
- [Step 1]: [brief description] → detailed in Sec X.X of the paper
- [Step 2]: [brief description]
### Key Results
- [Result 1]: [exact value/limit]
- [Result 2]: [comparison with prior work]
### Contribution Statement (for chapter intro)
"[2-3 sentence summary of what this paper achieves and why it matters]"
### Transition Points
- **From context chapter to paper**: [how the introductory chapter leads into this paper]
- **From paper to next chapter**: [how this paper's conclusions set up the next chapter]
REQUIRED: Use the knowledge skill (save mode) to persist methodology insights to .agent/knowledge/. The knowledge skill defines the standard file format and handles deduplication.
001) paper 4 specifically."Based on '001) paper 4', detail the domain adaptation methodology used to handle dataset shift."001) paper 5."Retrieve the forecasted sensitivity to Dark Matter from '001) paper 5'."001) paper 1 for key contributions."What is the key contribution and motivation of '001) paper 1'? What existing gap does it fill?"Use when the user runs /acronyms, or asks to find, define, or mark up acronyms in a LaTeX thesis .tex file — e.g. converting literal acronyms like CMB, WIMP, dSph, NFW into glossaries macros and adding any missing definitions to acronyms.tex.
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
Critical review of thesis sections or chapters. Evaluates scientific rigor, writing quality, logical flow, and citation completeness. Supports section-level (/referee X.Y) and chapter-level (/referee X) scope.
Research assistant that generates detailed, structural chapter outlines by synthesizing thesis context, local references, and NotebookLM insights.
Use when you need to resolve placeholder citations (e.g., surname_year) or missing bibliography entries in the LaTeX thesis by querying NotebookLM context and InspireHEP.
Use when saving insights from the current conversation to persistent storage, or when retrieving past insights before starting research or writing tasks.