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Deep financial research with the FinSight multi-agent system
Install Finsight Research Guide
$ npx skills add wentorai/research-plugins --skill finsight-research-guide -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/research-plugins finsight-research-guide --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/domains/finance/finsight-research-guide .claude/skills/finsight-research-guide && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "finsight-research-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/finance/finsight-research-guide into .claude/skills/finsight-research-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finsight-research-guide", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wentorai/research-plugins/tree/main/skills/domains/finance/finsight-research-guideType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wentorai/research-plugins --skill finsight-research-guide -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/research-plugins finsight-research-guide --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/domains/finance/finsight-research-guide .agents/skills/finsight-research-guide && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "finsight-research-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/finance/finsight-research-guide into .agents/skills/finsight-research-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finsight-research-guide", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill finsight-research-guide -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/research-plugins finsight-research-guide --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/domains/finance/finsight-research-guide .cursor/skills/finsight-research-guide && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "finsight-research-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/finance/finsight-research-guide into .cursor/skills/finsight-research-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finsight-research-guide", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wentorai/research-plugins.git --path skills/domains/finance/finsight-research-guide--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wentorai/research-plugins --skill finsight-research-guide -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/research-plugins finsight-research-guide --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/domains/finance/finsight-research-guide .gemini/skills/finsight-research-guide && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "finsight-research-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/finance/finsight-research-guide into .gemini/skills/finsight-research-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finsight-research-guide", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wentorai/research-plugins finsight-research-guideInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wentorai/research-plugins --skill finsight-research-guide -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/domains/finance/finsight-research-guide .github/skills/finsight-research-guide && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "finsight-research-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/finance/finsight-research-guide into .github/skills/finsight-research-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finsight-research-guide", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill finsight-research-guide -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/research-plugins finsight-research-guide --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/domains/finance/finsight-research-guide .opencode/skills/finsight-research-guide && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "finsight-research-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/finance/finsight-research-guide into .opencode/skills/finsight-research-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "finsight-research-guide", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
finsight-research-guide- GitHub stars
- 298
- Used in
- 1 other repo
- Token cost
- ~879 tokens
- SKILL.md length
- 187 words
- Files
- 1
- Skills in repo
- 405
- Repo updated
- First seen
- Licence
- MIT
At a glance
Deep financial research with the FinSight multi-agent system
- Works in 6 steps: Executive Summary — Key findings in 3-5… → Market Overview — Industry size, growth,… → Company Analysis — Financials,… → …
- Tasks that involve Multi-agent orchestration
- SKILL.md covers Overview, Installation, Core Capabilities and Report Structure, plus 2 more sections
- Calls git and pip; reaches github.com
What it does
Finsight Research Guide is an agent skill from wentorai/research-plugins. Deep financial research with the FinSight multi-agent system
Its SKILL.md is about 880 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Multi-agent orchestration. The repository describes itself as: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.
When your agent uses it
- Tasks that involve Multi-agent orchestration
Example prompts
- “/finsight-research-guide”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Executive Summary — Key findings in 3-5 bullets
- Market Overview — Industry size, growth, trends
- Company Analysis — Financials, competitive position
- Risk Assessment — Key risks and mitigation
- Outlook — Forward-looking analysis with scenarios
- Sources — Cited data sources and references
What it can do on your machine
Read from SKILL.md and the folder at commit bf44b3c. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
gitpip
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
Also links to:
playbigdata.ruc.edu.cn
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Finsight Research Guide loads about 879 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 187 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 187 words, ~879 tokens.
Download SKILL.mdSave it as
.claude/skills/finsight-research-guide/SKILL.md (or your agent's skills folder).- name
- finsight-research-guide
- description
- Deep financial research with the FinSight multi-agent system
FinSight Research Guide
Overview
FinSight is a deep research agent designed specifically for financial analysis. Developed by RUC-NLPIR, it combines multi-source data retrieval, financial reasoning, and report generation to produce publication-ready financial research. It handles market analysis, company fundamentals, sector comparisons, and macroeconomic assessment through specialized agents.
Installation
git clone https://github.com/RUC-NLPIR/FinSight.git
cd FinSight && pip install -e .Core Capabilities
Research Query to Report
from finsight import FinSightAgent
agent = FinSightAgent(llm_provider="anthropic")
# Generate comprehensive financial analysis
report = agent.research(
"Analyze the competitive landscape of the global EV battery "
"market. Compare CATL, LG Energy, and Panasonic on market "
"share, technology, margins, and growth outlook."
)
print(report.summary)
report.save("ev_battery_analysis.pdf")Agent Architecture
| Agent | Role |
|---|---|
| Retrieval Agent | Fetches data from SEC filings, financial APIs, news |
| Data Agent | Processes financial statements, ratios, time series |
| Analysis Agent | Performs fundamental, technical, and comparative analysis |
| Reasoning Agent | Synthesizes findings, identifies trends and risks |
| Report Agent | Generates structured research reports with citations |
Financial Data Sources
# FinSight integrates with multiple data sources
config = {
"sec_edgar": True, # SEC filings (free)
"fred": True, # Federal Reserve economic data
"yahoo_finance": True, # Market data (free)
"news_api": True, # Financial news
"world_bank": True, # Macro indicators
}Analysis Types
# Company fundamental analysis
report = agent.research(
"Provide a fundamental analysis of NVIDIA including "
"revenue trends, margin analysis, valuation multiples, "
"and competitive moat assessment."
)
# Sector analysis
report = agent.research(
"Compare the top 5 cloud computing companies by revenue "
"growth, operating margins, and R&D investment intensity."
)
# Macro analysis
report = agent.research(
"Analyze the impact of rising interest rates on US "
"commercial real estate valuations since 2022."
)Report Structure
Generated reports typically include:
- Executive Summary — Key findings in 3-5 bullets
- Market Overview — Industry size, growth, trends
- Company Analysis — Financials, competitive position
- Risk Assessment — Key risks and mitigation
- Outlook — Forward-looking analysis with scenarios
- Sources — Cited data sources and references
Use Cases
- Investment research: Company and sector deep dives
- Due diligence: Comprehensive target company analysis
- Academic research: Financial economics research support
- Market intelligence: Competitive landscape mapping
References
© wentorai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/domains/finance/finsight-research-guide of wentorai/research-plugins.
Open the folder on GitHubat commit bf44b3c
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Finsight Research Guide next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Finsight Research Guide this skillwentorai/research-plugins | 298 | 1 repos | ~879 | Automated safety check: Pass | MIT | |
| Orca CLIstablyai/orca | 89k | 2 repos | ~593 | Automated safety check: Pass | MIT | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence | |
| O2 Review Loopopenobserve/openobserve | 22k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | |
| Paseo Committeegetpaseo/paseo | 20k | 1 repos | ~496 | Automated safety check: Pass | Custom licence | |
| Mission Control Agent APIbuilderz-labs/mission-control | 6.3k | — | ~2.1k | Automated safety check: Pass | MIT |
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getpaseo/paseo
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O2 Review Loop
openobserve/openobserve
Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.
Paseo Committee
getpaseo/paseo
Forms a two-agent committee with contrasting profiles to analyze a stuck problem in parallel, reconcile their views and return a consensus plan without editing files.
Mission Control Agent API
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Teaches an agent to use the Mission Control dashboard API: register, send heartbeats, fetch assigned tasks, report progress and disconnect, with API key auth.
Paseo Agent Handoff
getpaseo/paseo
Hands off the current task, including context, decisions and failed attempts, to a fresh agent through Paseo by writing a self-contained briefing prompt and launching that agent.
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Academic Paper Summarizer
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Academic translation, post-editing, and Chinglish correction guide
Related
Categories
Questions about Finsight Research Guide
What does Finsight Research Guide do?
Deep financial research with the FinSight multi-agent system. Finsight Research Guide is an agent skill from wentorai/research-plugins.
When should I use Finsight Research Guide?
Finsight Research Guide fits situations like: tasks that involve Multi-agent orchestration.
How do I install Finsight Research Guide in Claude Code?
Run `npx skills add wentorai/research-plugins --skill finsight-research-guide -a claude-code`. Or copy the skill folder (skills/domains/finance/finsight-research-guide in wentorai/research-plugins) into .claude/skills/finsight-research-guide in your project. Claude Code loads it when a task matches its description.
How do I install Finsight Research Guide in Codex?
Run `npx skills add wentorai/research-plugins --skill finsight-research-guide -a codex`. Or copy the skill folder (skills/domains/finance/finsight-research-guide in wentorai/research-plugins) into .agents/skills/finsight-research-guide in your project. Codex loads it when a task matches its description.
Can I use Finsight Research Guide in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wentorai/research-plugins --skill finsight-research-guide -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/finsight-research-guide, .gemini/skills/finsight-research-guide, .github/skills/finsight-research-guide and .opencode/skills/finsight-research-guide in your project.
What does Finsight Research Guide need to run?
Going by SKILL.md and its folder, Finsight Research Guide needs the command-line tools its instructions call (git and pip). Our summary lists: Python 3.
Does Finsight Research Guide access the network?
SKILL.md names 2 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: playbigdata.ruc.edu.cn. This is read from the text; nothing was executed.
Is Finsight Research Guide safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Finsight Research Guide use?
Finsight Research Guide is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Finsight Research Guide use?
About 879 tokens (SKILL.md is roughly 3.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Finsight Research Guide?
Skills that share tags, products or a category with Finsight Research Guide: Orca CLI (stablyai/orca, 89k stars), Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars), O2 Review Loop (openobserve/openobserve, 22k stars) and Paseo Committee (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Finsight Research Guide?
wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 405 skills in this directory. The repository was last updated on June 19, 2026.
Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.