dbskill

Provides a toolbox of 21 AI agent skills for business diagnosis, content strategy, and decision-making.

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Provides a toolbox of 21 AI agent skills for business diagnosis, content strategy, and decision-making.

The gist

dbskill is a toolbox of 21 AI agent skills developed by GitHub user dontbesilent2025. Distilled from over 12,000 tweets, it provides structured prompts and methodologies that enable AI agents to perform complex business diagnostics, content strategy analysis, and personal decision-making. The skills guide the agent through a logical process, from deconstructing problems to formulating actionable next steps.

What it does

  • Diagnoses business models using a structured framework and problem-dissolving approach.
  • Conducts benchmark analysis on competitors using a five-filter system to eliminate noise.
  • Structures large volumes of local content into a sustainable knowledge engineering project.
  • Audits vague goals and refines them into verifiable, actionable deliverables.
  • Documents and tracks long-term decisions in a structured, four-layer knowledge system.
  • Breaks down complex topics into interactive, adaptive learning modules based on user feedback.

How it works

Architecture Diagram
dbskill Architecture Diagram

dbskill is a set of system prompts used within AI agent environments like Claude Code or Codex. Users install the skill pack via a CLI command and then invoke a specific tool (e.g., /dbs-diagnosis) in their chat interface. The AI agent then executes the structured prompt, guiding the user through a diagnostic process. The project is open-source under a CC BY-NC 4.0 license, free for non-commercial use.

Best for

Developers, consultants, and entrepreneurs who use AI agent platforms and need structured, repeatable methodologies for tasks like business model validation, competitor analysis, or content strategy development.

Watch out for

The primary documentation and naming conventions in the README are in Chinese. The tool is not a standalone application and requires a compatible AI agent environment like Claude Code, Codex, or Cursor. The license is for non-commercial use only; commercial applications require separate authorization.