Research & Analysis AI Skills — Papers, Markets, News (2026) | Skills and Servers
Category · 18 Skills

Research & Analysis Skills — Papers, Markets, Competitors, News (2026)

Every AI Skill in our directory that produces sourced research — academic paper summaries, market briefs, competitive intelligence, news scans, legal research memos. Each Skill enforces citation discipline (nothing invented, everything traceable) and has been tested against real research questions. Provider-agnostic — same Skill runs on Claude, GPT-5, Gemini, Grok, or Cohere.

18
Skills
5
Sub-types
5
Providers
100%
Human-tested
Last updated August 14, 2026

1What this category covers

Research & Analysis Skills accept a research question and produce a sourced answer. Under the hood they orchestrate multi-round work: plan queries, execute against web sources or specific databases, cross-reference findings, and produce a structured brief with inline citations. The best of these Skills pair with a search MCP server (Perplexity, Brave, or Grok's DeepSearch) for the fetch phase and use the AI provider for the synthesis phase.

The value the Skill layer adds is citation discipline — every non-obvious claim in the output traces to a source URL. Skills refuse to invent citations, mark single-source claims as needing verification, and surface contradictions between sources rather than silently averaging them. For research that will be quoted, cited, or acted on, this discipline is the difference between AI drafts you can use and AI drafts that get you in trouble.

What lives here vs. elsewhere: if the output is a sourced research artifact (a brief, a summary, a memo), it belongs here. If it's a document with formatting that contains research (a formal report, a case-study PDF), see Document Creation. If it's downstream content built from research (a blog post, an article), see Content Creation. If it's business-domain research (sales prospecting, HR intel), see Business Operations.

2When you should reach for a Research & Analysis Skill

  • You have a research question that needs 5+ good sources to answer well, and you want the sources documented.
  • You're prepping for a meeting or presentation and need a briefing on a topic.
  • You're writing an article or report and need source material with citations you can verify.
  • You're doing due diligence and need a paper trail of what was checked and what was found.
  • You need to keep up with a specific field or beat — Skills can produce recurring digests that respect your source whitelist.

3Featured Skills this month

Our editorial picks — heaviest tested, highest reader ratings.

4All 18 Research & Analysis Skills

Filter by sub-type, search by name, sort by recency or alphabetical.

Showing 18 of 18 Skills
GeneralAug 5

Meta-Analysis Table Builder

Given a corpus of papers or reports on the same intervention, extract effect sizes into a comparison table. Flags outliers.

View →
GeneralAug 3

Executive Summary Compressor

Given a long brief or report, produce a tight 250-word executive summary preserving the most decision-relevant claims.

View →
AcademicAug 9

Academic Paper Summarizer

Summarize papers into structured briefs — abstract, methods, findings, limitations, implications. Preserves figure and citation refs.

View →
AcademicAug 5

Citation Network Explorer

Given a seed paper, map its citation network and rank related papers by relevance to your research question.

View →
AcademicAug 3

Reproducibility Audit of Paper

For empirical papers, check whether methods are described in enough detail to reproduce. Flags missing seeds, hyperparameters, data.

View →
MarketAug 6

Competitor Landscape Mapper

Given a category, identify direct and adjacent competitors. Positioning matrix, feature comparison, funding snapshot.

View →
MarketAug 2

SEC Filing Summarizer

Summarize 10-K, 10-Q, 8-K, S-1 filings. Highlights risk factors, MD&A, material events. Comparison across periods.

View →
NewsAug 7

News Article Analyzer

Analyze a news article for bias, factual claims, source quality. Distinguishes reporting from opinion.

View →
LegalAug 4

Regulatory Change Tracker

Monitor regulatory changes (SEC, FTC, EU, GDPR) affecting a specific business area. Weekly digest with source links.

View →

5Related MCP servers

MCP servers our team pairs with Research & Analysis Skills for full workflows.

MCP Server

Notion MCP Server

Save research briefs directly to a Notion research workspace.

MCP Server

Slack MCP Server

Post daily digests to team channels or notify on specific triggers.

6Related Learn guides

Longer-form tutorials for the concepts behind these Skills.

7Comparisons worth reading

Head-to-head reviews that touch on Research & Analysis workflows.

8Frequently asked questions

Explicit rule in every Skill in this category: never invent a citation. If a claim can't be traced to a source, either drop it or flag as needing verification. Combined with real MCP tool calls (Perplexity, Brave) for the fetch phase, this keeps citations grounded in actual search results rather than the model's training data. Fabrication rate in our test corpus is under 0.5% for every Skill in this category. See individual Skill pages for per-Skill numbers.
For any Skill that does external research, yes — recommended options are Perplexity MCP (highest quality, higher cost) or Brave Search MCP (cheaper, cost-conscious). Without a search backend, Skills like Multi-Step Research will stop and tell you rather than fall back to training data. For Skills that operate on user-provided content (Academic Paper Summarizer on an uploaded PDF), no search MCP is strictly needed.
For most research, Claude Opus 4.7 is the recommended default — extended thinking helps on cross-referencing and contradiction surfacing. GPT-5 with o5 mode is very close, especially strong on flagging methodological flaws. Cohere Command R+ is best-in-class for citation preservation (RAG-native architecture). Grok 4 is unique for current-events research — real-time X data feed surfaces context no other provider has. Gemini 3 Pro with 2M context is best for very-deep-corpus synthesis.
Gemini Deep Research and Grok DeepSearch are provider-specific autonomous research modes with their own UI and workflow. These Skills are provider-agnostic — same behavior across Claude, OpenAI, Cohere, Mistral, etc. On Gemini or Grok, use the "handoff" fork of the Multi-Step Research Skill to delegate execution to the built-in mode while keeping the structured-output shape the Skill enforces. See our comparison.
Yes, with the right approach. For paper corpora: use Academic Paper Summarizer in batch mode, then Literature Review Synthesizer for the cross-paper synthesis. For very large single documents: use Executive Summary Compressor with chunked processing. For long-running jobs, Gemini 3 Pro's 2M context is a real advantage — can hold 20+ papers in memory during a single synthesis run without chunking.

Working on a real Research & Analysis problem?

Our sister sites cover errors and code recipes across the AI ecosystem. Bookmark them for when a Skill hits an edge case.

Visit AI Error Hub

Share with