القائمة
6-step multi-source research workflow with inline citations and synthesis
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
Convert PDF/EPUB library to Markdown and generate Obsidian MOC notes
Hook-based compaction suggestions at logical task boundaries
Context window management — track spend, decide when to compact, preserve state
Session-start orientation — loads context, surfaces learnings, confirms registry
Quality and semantic review — catches what automated tools miss
Planner → Architect → Critic deliberation loop — produces a formally validated ADR
| name | deep-research |
| description | 6-step multi-source research workflow with inline citations and synthesis |
| version | 0.1.0 |
| level | 3 |
| triggers | ["/research","research this topic","investigate [topic]","what does the literature say"] |
| context_files | [] |
| steps | [{"name":"Clarify Goal","description":"Define research question and scope boundaries"},{"name":"Plan Sub-Questions","description":"Break into 3-5 focused sub-questions"},{"name":"Multi-Source Search","description":"Gather 15-30 sources across multiple channels"},{"name":"Deep Read","description":"Fully read 3-5 key sources"},{"name":"Synthesize","description":"Integrate findings into thematic report with inline citations"},{"name":"Deliver","description":"Present report with Executive Summary, Key Takeaways, Sources, Methodology"}] |
Structured multi-source research workflow. Produces synthesis reports with inline citations and explicit methodology.
Without structured research, Claude:
Deep research ensures comprehensive, verifiable, and transparent knowledge synthesis.
Define the research question explicitly.
Transform vague requests into focused questions:
Specify scope boundaries: Timeframe (last 12 months vs all history), domain (academic vs industry vs docs), depth (30 min survey vs 2-hour deep dive).
Identify success criteria: What decision does this inform? What confidence level is needed?
Break the research question into focused sub-topics.
Example: React Context vs Redux → sub-questions: performance difference, bundle size, official React 18 guidance, community trends, maintainability tradeoffs.
Each sub-question: answerable from 3-6 sources, focuses on one dimension, contributes to overall question.
Source diversity is critical. Gather 15-30 sources from: official docs (APIs, RFCs, changelogs), academic papers (ArXiv, IEEE, ACM), industry blogs (Thoughtworks, company eng blogs), community signals (GitHub, Stack Overflow, Reddit), tools/data (npm trends, benchmarks).
Skim all, mark 3-5 for deep read, record metadata. Prefer sources <12 months old (tech moves fast).
Read the top 3-5 sources in full, not just abstracts.
Selection criteria:
While reading, extract:
Deep read time budget:
Synthesis is NOT summarization.
Summarization (wrong):
Synthesis (correct):
Organize by themes, not by sources.
Identify:
Every claim needs a citation.
Use inline citations: [Source Title, Date] or [Author, Date]
Example:
"React 18's automatic batching reduces re-renders by 30-50% in typical applications [React 18 RFC, 2021], making Context API performance comparable to Redux for moderate state complexity [Benchmark by Josh Comeau, 2022]. However, at >1000 component trees, Redux still outperforms due to selector memoization [Redux Toolkit Docs, 2023]."
Report Format:
# Research Report: [Question]
**Date:** [ISO date]
**Scope:** [Brief scope statement]
## Executive Summary
[3-5 sentence synthesis answering the research question directly. Decision-focused.]
## [Theme 1]
[Synthesis with inline citations]
## [Theme 2]
[Synthesis with inline citations]
## [Theme 3]
[Synthesis with inline citations]
## Key Takeaways
1. [Actionable insight 1]
2. [Actionable insight 2]
3. [Actionable insight 3]
## Limitations and Gaps
[What is uncertain or unknown? Where do sources contradict? What follow-up research is needed?]
## Sources
[Full citation list with URLs, sorted by relevance or alphabetically]
1. [Title] by [Author], [Date]. [URL]
2. [Title] by [Author], [Date]. [URL]
...
## Methodology
[Brief description of search strategy, source selection criteria, and analysis approach]
Report should be:
High-Quality Sources:
Low-Quality Sources:
When in doubt, apply the hierarchy:
Explicitly state when:
Example gap acknowledgment:
"Performance comparisons are limited to client-side React applications. Server-side rendering (SSR) performance was not covered in available sources. Follow-up research needed for Next.js-specific implications."
Gaps are not failures. Transparency about limitations increases report credibility.
Complements investigate skill:
Feeds into other skills:
Stopping at 3 sources: Insufficient diversity. You need 15-30 to identify consensus and contradictions.
Summarizing instead of synthesizing: Listing "Source A says X, Source B says Y" is not synthesis. Organize by themes, integrate evidence.
Skipping inline citations: Claims without citations are unverifiable. Every assertion needs a source reference.
Using only recent sources: Sometimes historical context matters. If researching "why does X exist", older sources (original RFC, launch announcement) are valuable.
Ignoring contradictions: When sources disagree, investigate why. Methodology differences? Different contexts? One source outdated?