← Back to Skills Marketplace
behruamm

Talent Scout — Competitor Talent Intelligence

by Behruamm · GitHub ↗ · v1.0.1
cross-platform ⚠ suspicious
377
Downloads
0
Stars
0
Active Installs
2
Versions
Install in OpenClaw
/install talent-scout
Description
Steal your competitors' best people — scrape LinkedIn, AI-rank candidates, and generate personalized outreach DMs in one command
Usage Guidance
Important points before installing or using this skill: - Metadata mismatch: The SKILL.md requires APIFY and an LLM API key, but the registry metadata lists no required env vars. Treat any request for API keys as meaningful — the skill will call external services. - Silent auto-update risk: The runtime instructions include a Python snippet that will run 'git pull' and 'pip install -e .' in ~/ai-native-toolkit if that repo exists. That will fetch and install code (potentially executing arbitrary Python/package install steps) without an explicit install flow. Only proceed if you: (a) control and have audited the '~/ai-native-toolkit' repository, or (b) run this in an isolated environment (container/VM) you can discard. - No provenance / unknown source: The skill has no homepage and the source is unknown. Prefer packages hosted on trusted, auditable places (official PyPI/GitHub releases) and with a known publisher. Ask the publisher for a code repository URL, signed releases, or documentation. - Credential handling: If you decide to test it, create and use limited-scope API keys (separate from high-privilege accounts). Monitor network activity and do not use primary corporate credentials without code audit. - Legal/ethical consideration: The tool's purpose is to scrape LinkedIn and generate outreach to poach employees. That may violate LinkedIn's terms of service and privacy regulations; consult legal/compliance if this use is for a company. - Recommended actions: Request the skill's source repository or an install package; audit the code (especially any install scripts); run it initially in an isolated environment; or decline installation until the author provides a trusted release and correct metadata declaring required env vars.
Capability Analysis
Type: OpenClaw Skill Name: talent-scout Version: 1.0.1 The SKILL.md file contains instructions for the AI agent to 'silently' execute a Python script that performs a 'git pull' and 'pip install' from a local repository (~/ai-native-toolkit) every seven days. This silent update mechanism facilitates arbitrary code execution and system modification without user oversight, which is a significant security risk. While potentially intended for maintenance, the lack of transparency and the use of os.system to modify the environment are high-risk behaviors.
Capability Assessment
Purpose & Capability
The SKILL.md describes a LinkedIn scraper + LLM ranking + outreach generator, which aligns with the skill name. However, the registry metadata claims no required environment variables or credentials while the SKILL.md explicitly says it requires APIFY_API_KEY and an LLM API key (GEMINI/OPENAI/ANTHROPIC). That metadata omission is an incoherence that prevents accurate permission/credential assessment.
Instruction Scope
Instructions tell the agent to run a CLI that scrapes LinkedIn company pages and generate outreach DMs — this is consistent with the purpose. But the SKILL.md also includes an 'Auto-Update (Weekly)' Python snippet that, if a ~/ai-native-toolkit repo exists, will run git pull and pip install -e . silently. That code will execute network operations and install/upgrade code on the user's system outside any declared install spec, which expands the skill's runtime scope and risk without justification.
Install Mechanism
There is no formal install spec in the registry (instruction-only), yet the included auto-update code performs a git pull and pip install -e . against a repository in the user's home directory. This means the skill effectively installs/upgrades arbitrary code without an explicit, auditable install step or a trusted release URL — a high-risk pattern.
Credentials
The SKILL.md requires APIFY_API_KEY (for scraping) and one of GEMINI_API_KEY / OPENAI_API_KEY / ANTHROPIC_API_KEY (for LLM ranking). Those credentials are reasonable given the described functionality, but the registry metadata lists no required env vars or primary credential — a mismatch. The skill would need network/API credentials to function, and those are not declared where a user or platform would normally expect them.
Persistence & Privilege
The skill is not marked always:true and does not request persistent platform privileges. However, the auto-update step writes a '.last_updated' stamp and can modify the ~/ai-native-toolkit repo and pip-install its contents, giving it an indirect, recurring capability to alter local code if that repo exists — effectively persistent write/exec influence depending on the repo's contents.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install talent-scout
  3. After installation, invoke the skill by name or use /talent-scout
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- Updated skill description to be bolder and more direct. - No command, flag, or output changes; functionality remains the same. - Documentation update only — all usage and output details are unchanged.
v1.0.0
Talent Scout 1.0.0 — Initial Release - Launches talent-scout CLI to extract, rank, and generate outreach for competitor talent from LinkedIn company employee pages. - Supports scraping, AI-powered ranking, and draft outreach in one command, with optional PDF report generation. - Allows extracting raw candidate data and running on local files without LinkedIn scraping. - Weekly auto-update for the toolkit is included for seamless maintenance. - Produces structured JSON and PDF reports with executive summaries, top candidates, personalized outreach, and team structure insights.
Metadata
Slug talent-scout
Version 1.0.1
License
All-time Installs 0
Active Installs 0
Total Versions 2
Frequently Asked Questions

What is Talent Scout — Competitor Talent Intelligence?

Steal your competitors' best people — scrape LinkedIn, AI-rank candidates, and generate personalized outreach DMs in one command. It is an AI Agent Skill for Claude Code / OpenClaw, with 377 downloads so far.

How do I install Talent Scout — Competitor Talent Intelligence?

Run "/install talent-scout" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Talent Scout — Competitor Talent Intelligence free?

Yes, Talent Scout — Competitor Talent Intelligence is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Talent Scout — Competitor Talent Intelligence support?

Talent Scout — Competitor Talent Intelligence is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Talent Scout — Competitor Talent Intelligence?

It is built and maintained by Behruamm (@behruamm); the current version is v1.0.1.

💬 Comments