A decision-ready workflow for analyzing creator profiles to determine partnership fit, conversion potential, and collaboration quality.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install creator-analysis
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install creator-analysis using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Creator Analysis?
The Creator Analysis skill is a specialized framework designed to move beyond vanity metrics like follower counts to assess the true strategic value of a creator. By leveraging Openclaw Skills, this tool helps marketing teams and developers build systems that identify whether a creator is a genuine match for a specific product, niche, or audience. It focuses on turning qualitative content patterns and quantitative audience signals into actionable business intelligence.
This skill is particularly effective at separating polished content from actual conversion relevance. It provides a structured methodology to diagnose why a creator might be underperforming or to validate a high-potential partnership before budget is committed. By using Openclaw Skills for creator evaluation, organizations can reduce operational risk and improve the ROI of their influencer and affiliate programs.
Creator Analysis Use Cases
- Evaluating creators for partnerships, seeding, UGC, affiliate, or paid-whitelisting work.
- Comparing multiple creators side-by-side to determine which best fits a specific campaign brief.
- Diagnosing weak performance by analyzing the mismatch between audience relevance and brand offer.
- Reviewing content patterns to estimate trust and professional consistency before initiating outreach.
- Building shortlists with clear prioritize, test, monitor, or skip recommendations.
How Creator Analysis Works
- Define the decision goal, such as whether to shortlist a new creator or compare existing options.
- Normalize the inputs by restating the creator identity, niche, target customer, and specific product constraints.
- Score the creator across five critical dimensions: audience relevance, content clarity, proof/trust signals, conversion potential, and operational risk.
- Generate a concise recommendation package that includes a one-line verdict and specific next-step actions.
Creator Analysis Setup
To integrate this analysis capability into your environment, ensure the skill definition is accessible to your agent. You can configure the workflow parameters within your Openclaw Skills directory.
# Example command to initiate a creator analysis
openclaw run creator-analysis --handle "@creatorname" --context "SaaS Product Launch"
Creator Analysis Data Schema & Taxonomy
| Component | Description |
|---|---|
| Verdict | A clear recommendation: prioritize, test, monitor, or skip. |
| Strengths | Observable evidence of high-quality content or audience alignment. |
| Risks / Gaps | Identification of tone inconsistency, reach vs. relevance gaps, or brand safety issues. |
| Use Case | The recommended collaboration style (e.g., UGC, Seeding, Affiliate). |
| Confidence Note | An assessment of data completeness and evidence quality. |
Creator Analysis Advanced Features
- Multi-agent support for cross-referencing creator data across different social platforms.
- Automated risk detection for operational pitfalls and category mismatches.
- Integration with Openclaw Skills to streamline the transition from analysis to personalized outreach drafting.
- Custom scoring weights to prioritize specific dimensions like conversion potential over brand awareness.
SKILL.md
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