Yao Geo Content Refiner
yaojingang/yao-geo-skills
当用户需要把已有 SEO 文章、公众号文章、官网文章、白皮书或产品页文案改造成 GEO 友好、AI 可引用、可核验、可扫描的内容时使用；输出原文 GEO 评分、改造版文章、改造前后差异、原子事实卡、FAQ、语义补强、真实数据获取与核验计划、证据缺口和 CMS 发布版 HTML 建议，并交付 Word、PDF、HTML、Markdown 四格式报告。
B2B company research producing professional PDF reports. An agent skill from sundial-org/awesome-openclaw-skills.
Install Research Company
$ npx skills add sundial-org/awesome-openclaw-skills --skill research-company -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills research-company --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/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/research-company .claude/skills/research-company && 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-company" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/research-company into .claude/skills/research-company/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-company", 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/sundial-org/awesome-openclaw-skills/tree/main/skills/research-companyType 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 sundial-org/awesome-openclaw-skills --skill research-company -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills research-company --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/research-company .agents/skills/research-company && 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-company" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/research-company into .agents/skills/research-company/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-company", 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 sundial-org/awesome-openclaw-skills --skill research-company -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills research-company --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/research-company .cursor/skills/research-company && 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-company" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/research-company into .cursor/skills/research-company/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-company", 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/sundial-org/awesome-openclaw-skills.git --path skills/research-company--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 sundial-org/awesome-openclaw-skills --skill research-company -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills research-company --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/research-company .gemini/skills/research-company && 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-company" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/research-company into .gemini/skills/research-company/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-company", 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 sundial-org/awesome-openclaw-skills research-companyInstalls 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 sundial-org/awesome-openclaw-skills --skill research-company -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/research-company .github/skills/research-company && 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-company" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/research-company into .github/skills/research-company/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-company", 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 sundial-org/awesome-openclaw-skills --skill research-company -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills research-company --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/research-company .opencode/skills/research-company && 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-company" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/research-company into .opencode/skills/research-company/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-company", 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-company- GitHub stars
- 663
- Token cost
- ~675 tokens
- SKILL.md length
- 141 words
- Files
- 3 (incl. scripts, references)
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- None found
At a glance
B2B company research producing professional PDF reports. An agent skill from sundial-org/awesome-openclaw-skills.
- Works in 4 steps: Research (Parallel) → Build Data Structure → Generate PDF → …
- Asked to research a company
- SKILL.md covers Workflow, Phase 1: Research (Parallel), Phase 2: Build Data Structure and Phase 3: Generate PDF, plus 3 more sections
- Runs Python scripts from its folder; calls pip and python3
What it does
Research Company is an agent skill from sundial-org/awesome-openclaw-skills. B2B company research producing professional PDF reports. Use when asked to research a company, analyze a business, create an account profile, or generate market intelligence from a company URL. Outputs a beautifully formatted, downloadable PDF report.
Its SKILL.md is about 680 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/data-schema.md` and `scripts/generate_report.py`).
It sits in Documents & Office, covering Sales call preparation and PDF. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- Asked to research a company
- Analyze a business
- Create an account profile
- Generate market intelligence from a company URL
Example prompts
- “/research-company”
Requirements
- Python 3
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Research (Parallel)
- Build Data Structure
- Generate PDF
- Deliver
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. 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
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pippython3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
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 Company loads about 675 tokens when it runs, and up to ~2.6k if it reads all its reference files. Until then it costs about 67 tokens; SKILL.md has 141 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 141 words (~675 tokens).
“Generate comprehensive Account Research Reports as professionally styled PDFs from a company URL.”
- name
- research-company
Files
SKILL.md and 2 other files (scripts, references) in skills/research-company of sundial-org/awesome-openclaw-skills.
- SKILL.md
- references/data-schema.md
- scripts/generate_report.py
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Research Company 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 Company this skillsundial-org/awesome-openclaw-skills | 663 | — | ~675 | Automated safety check: Pass | None | |
| Yao Geo Content Refineryaojingang/yao-geo-skills | 871 | — | ~512 | Automated safety check: Pass | MIT | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Gzh Designisjiamu/gzh-design-skill | 4k | — | ~2.2k | Automated safety check: Pass | AGPL-3.0 | |
| GenOffice Document CLIgenspark-ai/genoffice | 9.2k | — | ~19k | Automated safety check: Pass | Apache-2.0 | |
| Harness Book Best Practicewquguru/harness-books | 3.2k | — | ~4.1k | Automated safety check: Pass | None |
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Related
Categories
Questions about Research Company
What does Research Company do?
B2B company research producing professional PDF reports. An agent skill from sundial-org/awesome-openclaw-skills. Research Company is an agent skill from sundial-org/awesome-openclaw-skills. B2B company research producing professional PDF reports.
When should I use Research Company?
Research Company fits situations like: asked to research a company; analyze a business; create an account profile; generate market intelligence from a company URL.
How do I install Research Company in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill research-company -a claude-code`. Or copy the skill folder (skills/research-company in sundial-org/awesome-openclaw-skills) into .claude/skills/research-company in your project. Claude Code loads it when a task matches its description.
How do I install Research Company in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill research-company -a codex`. Or copy the skill folder (skills/research-company in sundial-org/awesome-openclaw-skills) into .agents/skills/research-company in your project. Codex loads it when a task matches its description.
Can I use Research Company 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 sundial-org/awesome-openclaw-skills --skill research-company -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-company, .gemini/skills/research-company, .github/skills/research-company and .opencode/skills/research-company in your project.
What does Research Company need to run?
Going by SKILL.md and its folder, Research Company needs Python for the scripts in its folder and the command-line tools its instructions call (pip and python3). Our summary lists: Python 3.
Does Research Company access the network?
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Research Company 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Research Company use?
No licence was found for Research Company or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Research Company use?
About 675 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.9k tokens, read only when the agent opens those files.
What are the alternatives to Research Company?
Skills that share tags, products or a category with Research Company: Yao Geo Content Refiner (yaojingang/yao-geo-skills, 871 stars), Markitdown (ImCa0/just-laws, 781 stars), Gzh Design (isjiamu/gzh-design-skill, 4k stars) and GenOffice Document CLI (genspark-ai/genoffice, 9.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Research Company?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.