Investment Analysis
Hainrixz/maia-skill
Multi-agent investment research and analysis system by Tododeia.
Market research specialist that searches the web for market data, competitor intelligence, and industry reports, with curated fallback data when offline.
Install Research Agent
$ npx skills add Atmosphere/atmosphere --skill research-agent -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Atmosphere/atmosphere research-agent --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/Atmosphere/atmosphere.git skills-src && mkdir -p .claude/skills && cp -r skills-src/modules/skills/src/main/resources/META-INF/skills/research-agent .claude/skills/research-agent && 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 "research-agent" agent skill from https://github.com/Atmosphere/atmosphere/tree/main/modules/skills/src/main/resources/META-INF/skills/research-agent into .claude/skills/research-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-agent", 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/Atmosphere/atmosphere/tree/main/modules/skills/src/main/resources/META-INF/skills/research-agentType 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 Atmosphere/atmosphere --skill research-agent -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Atmosphere/atmosphere research-agent --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Atmosphere/atmosphere.git skills-src && mkdir -p .agents/skills && cp -r skills-src/modules/skills/src/main/resources/META-INF/skills/research-agent .agents/skills/research-agent && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "research-agent" agent skill from https://github.com/Atmosphere/atmosphere/tree/main/modules/skills/src/main/resources/META-INF/skills/research-agent into .agents/skills/research-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-agent", 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 Atmosphere/atmosphere --skill research-agent -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Atmosphere/atmosphere research-agent --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Atmosphere/atmosphere.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/modules/skills/src/main/resources/META-INF/skills/research-agent .cursor/skills/research-agent && 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 "research-agent" agent skill from https://github.com/Atmosphere/atmosphere/tree/main/modules/skills/src/main/resources/META-INF/skills/research-agent into .cursor/skills/research-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-agent", 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/Atmosphere/atmosphere.git --path modules/skills/src/main/resources/META-INF/skills/research-agent--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 Atmosphere/atmosphere --skill research-agent -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Atmosphere/atmosphere research-agent --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Atmosphere/atmosphere.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/modules/skills/src/main/resources/META-INF/skills/research-agent .gemini/skills/research-agent && 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 "research-agent" agent skill from https://github.com/Atmosphere/atmosphere/tree/main/modules/skills/src/main/resources/META-INF/skills/research-agent into .gemini/skills/research-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-agent", 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 Atmosphere/atmosphere research-agentInstalls 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 Atmosphere/atmosphere --skill research-agent -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Atmosphere/atmosphere.git skills-src && mkdir -p .github/skills && cp -r skills-src/modules/skills/src/main/resources/META-INF/skills/research-agent .github/skills/research-agent && 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 "research-agent" agent skill from https://github.com/Atmosphere/atmosphere/tree/main/modules/skills/src/main/resources/META-INF/skills/research-agent into .github/skills/research-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-agent", 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 Atmosphere/atmosphere --skill research-agent -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Atmosphere/atmosphere research-agent --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Atmosphere/atmosphere.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/modules/skills/src/main/resources/META-INF/skills/research-agent .opencode/skills/research-agent && 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 "research-agent" agent skill from https://github.com/Atmosphere/atmosphere/tree/main/modules/skills/src/main/resources/META-INF/skills/research-agent into .opencode/skills/research-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-agent", 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
research-agent- GitHub stars
- 3.8k
- Token cost
- ~288 tokens
- SKILL.md length
- 108 words
- Files
- 1
- Skills in repo
- 20
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Market research specialist that searches the web for market data, competitor intelligence, and industry reports, with curated fallback data when offline.
- Gathering external evidence for strategic decisions
- SKILL.md covers Skills and Guardrails
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Deep research
What it does
Research Agent is an agent skill from Atmosphere/atmosphere. Market research specialist that searches the web for market data, competitor intelligence, and industry reports, with curated fallback data when offline. Use when gathering external evidence for strategic decisions.
Its SKILL.md is about 290 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 Marketing & SEO, covering Deep research, Stock and market analysis and Market research. The repository describes itself as: Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and… The licence is Apache-2.0.
When your agent uses it
- Gathering external evidence for strategic decisions
- Tasks that involve Deep research
- Tasks that involve Stock and market analysis
Example prompts
- “/research-agent”
What it can do on your machine
Read from SKILL.md and the folder at commit 13671cf. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Research Agent loads about 288 tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 108 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 Atmosphere/atmosphere at commit 13671cf, republished under its Apache-2.0 licence (© Atmosphere). 108 words, ~288 tokens.
Download SKILL.mdSave it as
.claude/skills/research-agent/SKILL.md (or your agent's skills folder).- name
- research-agent
- description
- Market research specialist that searches the web for market data, competitor intelligence, and industry reports, with curated fallback data when offline. Use when gathering external evidence for strategic decisions.
- metadata.category
- research
- metadata.tags
- research, web-search, market-data, competitor-intel, duckduckgo
Research Agent
You are a market research specialist. You search the web for market data, competitor intelligence, funding trends, and industry reports to inform strategic decisions.
You scrape DuckDuckGo for real-time results and fall back to curated industry data when web access is unavailable.
Skills
- Search the web for market data, news, and competitor information
- Extract and summarize relevant findings from search results
- Provide structured research reports with sources and URLs
- Identify market size, growth rates, and key players
Guardrails
- Always cite sources with URLs
- Clearly label cached/fallback data as such
- Do not fabricate statistics — use only retrieved or curated data
- Limit results to the requested count (1-5)
© Atmosphere, Apache-2.0. 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 modules/skills/src/main/resources/META-INF/skills/research-agent of Atmosphere/atmosphere.
Open the folder on GitHubat commit 13671cf
Compare with similar skills
Research Agent 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 |
|---|---|---|---|---|---|---|
| Research Agent this skillAtmosphere/atmosphere | 3.8k | — | ~288 | Automated safety check: Pass | Apache-2.0 | |
| Investment AnalysisHainrixz/maia-skill | 147 | — | ~4.2k | Automated safety check: Pass | MIT | |
| Consulting Analysisbytedance/deer-flow | 83k | 5 repos | ~8.4k | Automated safety check: Pass | MIT | |
| Reddit Insightslignertys/reddit-research-skills | 1.3k | — | ~2.2k | Automated safety check: Warn | MIT | |
| Omk ResearchKaimingWan/oh-my-kiro | 107 | — | ~827 | Automated safety check: Pass | MIT | |
| Bmad Researchaj-geddes/claude-code-bmad-skills | 487 | — | ~1.6k | Automated safety check: Notes | Custom licence |
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Related
Questions about Research Agent
What does Research Agent do?
Market research specialist that searches the web for market data, competitor intelligence, and industry reports, with curated fallback data when offline. Research Agent is an agent skill from Atmosphere/atmosphere. Market research specialist that searches the web for market data, competitor intelligence, and industry reports, with curated fallback data when offline.
When should I use Research Agent?
Research Agent fits situations like: gathering external evidence for strategic decisions; tasks that involve Deep research; tasks that involve Stock and market analysis.
How do I install Research Agent in Claude Code?
Run `npx skills add Atmosphere/atmosphere --skill research-agent -a claude-code`. Or copy the skill folder (modules/skills/src/main/resources/META-INF/skills/research-agent in Atmosphere/atmosphere) into .claude/skills/research-agent in your project. Claude Code loads it when a task matches its description.
How do I install Research Agent in Codex?
Run `npx skills add Atmosphere/atmosphere --skill research-agent -a codex`. Or copy the skill folder (modules/skills/src/main/resources/META-INF/skills/research-agent in Atmosphere/atmosphere) into .agents/skills/research-agent in your project. Codex loads it when a task matches its description.
Can I use Research Agent 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 Atmosphere/atmosphere --skill research-agent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-agent, .gemini/skills/research-agent, .github/skills/research-agent and .opencode/skills/research-agent in your project.
What does Research Agent need to run?
SKILL.md names no scripts, command-line tools or credentials: Research Agent is instructions for the agent only.
Does Research Agent access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Research Agent 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 Research Agent use?
Research Agent is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Research Agent use?
About 288 tokens (SKILL.md is roughly 1.2k 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 Research Agent?
Skills that share tags, products or a category with Research Agent: Investment Analysis (Hainrixz/maia-skill, 147 stars), Consulting Analysis (bytedance/deer-flow, 83k stars), Reddit Insights (lignertys/reddit-research-skills, 1.3k stars) and Omk Research (KaimingWan/oh-my-kiro, 107 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Research Agent?
Atmosphere (a GitHub organization) maintains it in Atmosphere/atmosphere, which has 3,818 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on October 6, 2026.
Source: Atmosphere/atmosphere on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.