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Install in OpenClaw
/install solo-research
Description
Deep market research — competitor analysis, user pain points, SEO/ASO keywords, naming/domain availability, and TAM/SAM/SOM sizing. Use when user says "resea...
Usage Guidance
This skill appears to do what it claims, but before installing consider: (1) it performs many web fetches and browser automation (including instructions to use old.reddit.com to avoid CAPTCHAs) — ensure you are comfortable with automated scraping and the target sites' terms of service and rate limits; (2) it runs domain checks via whois/dig and makes curl requests (your agent must have network access and the relevant CLI tools available); (3) it references optional installs (e.g., PRAW) and internal MCP project/code search tools — if you grant the agent access to private project data, the skill can read that data, so scope those permissions carefully; (4) no credentials are requested, which is good, but watch for future edits that might add API keys or other sensitive requirements. If you need tighter control, restrict the skill's web/network access or run research jobs in a sandboxed environment.
Capability Analysis
Type: OpenClaw Skill
Name: solo-research
Version: 1.7.1
The skill is classified as suspicious due to its extensive use of powerful tools, particularly `Bash`, `WebSearch`, `WebFetch`, and `Playwright` (browser automation), which provide broad system and network access. While the instructions in `SKILL.md` and `references/domain-check.md` are aligned with the stated purpose of market research (e.g., using `curl` for API calls, `whois`/`dig` for domain checks, `pip install` for a legitimate library), these capabilities present a significant attack surface. An attacker could potentially exploit these tools via prompt injection against the AI agent to execute arbitrary commands, exfiltrate data, or perform other unauthorized actions, even though the skill itself does not demonstrate malicious intent.
Capability Assessment
Purpose & Capability
Name/description (deep market research) match the instructions: web searches, reddit/youtube hunting, competitor discovery, domain/whois checks, and market sizing. The allowed tools (WebSearch/WebFetch/Playwright/Bash/etc.) are appropriate for the stated purpose.
Instruction Scope
Instructions require extensive web scraping and use of browser automation to read full Reddit posts (old.reddit.com via Playwright), whois/dig/RDAP checks, PullPush API examples, and optional pip usage (PRAW). This stays within research scope but explicitly recommends bypassing captcha-prone endpoints and making automated requests; that has operational/ethical implications (rate limits, site TOS) and could fetch private project data if MCP project/code tools are available.
Install Mechanism
Instruction-only skill with no install spec or archived downloads. No code files to execute; risk from installation mechanism is minimal.
Credentials
The skill declares no required environment variables or credentials. It references external services/APIs (PullPush, RDAP, trustmrr, etc.) but does not request secret keys; this is proportionate to the research task.
Persistence & Privilege
always is false and the skill does not request persistent system-wide changes or cross-skill configuration. Autonomous invocation is allowed (platform default) but not combined with elevated privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install solo-research - After installation, invoke the skill by name or use
/solo-research - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.7.1
Universalize: remove project-specific references, add SearXNG recommendation
v1.7.0
Initial ClawHub release — deep market research for solopreneurs
Metadata
Frequently Asked Questions
What is Research?
Deep market research — competitor analysis, user pain points, SEO/ASO keywords, naming/domain availability, and TAM/SAM/SOM sizing. Use when user says "resea... It is an AI Agent Skill for Claude Code / OpenClaw, with 1191 downloads so far.
How do I install Research?
Run "/install solo-research" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Research free?
Yes, Research is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Research support?
Research is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Research?
It is built and maintained by Rust (@fortunto2); the current version is v1.7.1.
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