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Development & Engineering

doubt-driven-development

Doubt Driven Development is a source-indexed Agent Skill for development & engineering work. Based on the SKILL.md description, it focuses on subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use the linked GitHub file to confirm scope and prerequisites before enabling it.

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AI Vitamin indexes this source file; it does not certify safety, quality, compatibility, permissions, or outcomes.

What this Skill does

Doubt Driven Development is a source-indexed Agent Skill for development & engineering work. Based on the SKILL.md description, it focuses on subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use the linked GitHub file to confirm scope and prerequisites before enabling it.

What the author says

Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production, security-sensitive logic, irreversible operations), or any time a confident output would be cheaper to verify now than to debug later.

Compatibility and requirements

  • Use an agent runtime that supports Agent Skills and the linked SKILL.md format.
  • Confirm the source repository's tools, SDKs, and platform prerequisites for security and compliance work.

How to install or import it

  • Open the linked GitHub SKILL.md and review its scope and setup instructions.
  • Install or import the skill using the agent runtime's documented workflow.
  • Run a small, non-sensitive test and verify the output before broader use.

Permissions and risks

  • Review every command, file path, network request, dependency, and credential scope before enabling it.
  • GitHub stars indicate popularity, not safety or correctness; validate the source and test with non-sensitive data.

Example workflows

  • Ask an AI agent to apply Doubt Driven Development to security and compliance work described in the source record.
  • Have the agent state assumptions, required tools, and expected output before using this development & engineering skill.
  • Compare the result with the linked GitHub SKILL.md and verify it against your project requirements.

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