People Strategy

What This Skill Does

The People Strategy skill is a powerful, persistent graph-based relationship management system integrated directly into the OpenClaw ecosystem. Utilizing a robust SQLite backend, it allows AI agents to act as personal CRM assistants, organizing complex social and professional networks. Instead of treating contacts as flat entries, this skill understands connections. It tracks individuals through a structured 'people' table while mapping their interactions via a flexible 'edges' table. This allows users to store professional details like roles, organizations, and personal character notes, alongside deep relationship metadata such as mentorships, reporting lines, or collaborative ties. By leveraging this graph structure, agents can perform deep-dive analysis into organizational structures or personal support networks, offering a clear, queryable view of human capital management.

Installation

To integrate this capability into your OpenClaw environment, execute the following command in your terminal: clawhub install openclaw/skills/skills/makkzone/people-strategy Ensure you have the necessary write permissions in your workspace for the agent to initialize the local SQLite database file.

Use Cases

• Personal CRM: Maintain detailed notes on professional contacts, including meeting history and key takeaways, to stay top-of-mind.
• Organizational Analysis: Map out complex company hierarchies and identify key influencers or communication silos within a team.
• Mentorship Tracking: Visualize career development pathways by linking mentors, mentees, and peer coaches.
• Collaborator Networking: Keep track of freelance networks, cross-functional project teams, and long-term business partners.

Example Prompts

1. "Search for everyone in the database who works at StartupXYZ and list their roles and current relationship to me."
2. "Add a new person named Alice Smith, who is a Software Architect, and establish a 'mentors' relationship with person ID 5."
3. "Export the full network graph to show me the connections between the engineering and marketing teams."

Tips & Limitations

• Data Integrity: Always use consistent relationship types to ensure your graph queries return accurate results. Avoid creating duplicate entries by searching for a name before adding a new person.
• Scope: While excellent for medium-sized networks, SQLite performance is highly efficient but will naturally slow down with tens of thousands of edges; keep your dataset focused on relevant professional contacts.
• Privacy: Since this skill writes to your local filesystem, ensure you are aware of the sensitive nature of the data being stored and manage file access permissions accordingly.