clawdnaGenerate a public, privacy-safe persona/card/wiki lead from historical behavior when the user explicitly asks to run ClawDNA.
Install via ClawdBot CLI:
clawdbot install buzuweidao/clawdnaGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
Developers can use ClawDNA to generate a public profile for their AI agents based on historical session logs, aiding in documentation and sharing agent capabilities without exposing sensitive data. This helps in onboarding new team members or presenting agent functionality to stakeholders in a privacy-safe manner.
Individuals employing AI personal assistants can trigger ClawDNA to create a concise persona card summarizing their interaction history, such as task execution patterns and collaboration styles. This supports personalized service improvements while ensuring privacy by redacting sensitive details and adhering to explicit user consent.
Organizations in regulated industries can utilize ClawDNA to generate audit-ready profiles of AI agents from historical behavior logs, focusing on stable patterns and redacted outputs. This facilitates compliance checks by providing structured, non-speculative insights without raw data exposure.
Educators and researchers can apply ClawDNA to analyze AI tools used in learning environments, creating profiles that highlight capabilities and interaction styles from session history. This aids in tool assessment and curriculum design while maintaining student privacy through minimal data extraction.
Businesses can deploy ClawDNA to profile AI customer support agents based on historical interactions, generating public personas that outline core capabilities and collaboration modes. This enhances transparency with customers and optimizes support workflows without compromising sensitive chat logs.
Offer ClawDNA as a cloud-based service where developers subscribe to generate and manage AI agent profiles from their historical logs. Revenue comes from tiered pricing based on usage volume, features like advanced analytics, and integration with popular development platforms.
Sell enterprise licenses to organizations needing AI agent profiling for regulatory compliance, with custom integrations into existing audit systems. Revenue is generated through one-time license fees, ongoing support contracts, and training services for staff.
Provide a free version of ClawDNA for individual users to create basic AI agent profiles, with premium upgrades for advanced features like larger history processing and team collaboration. Revenue streams include in-app purchases, ad-supported free tiers, and referral programs.
💬 Integration Tip
Integrate ClawDNA by ensuring explicit user triggers are implemented in your AI system and configuring data access to only allowed directories like session logs and memory files, with clear consent prompts for local history usage.
Scored Apr 19, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...