doubt-driven-development手工操作效率低易出错。智能化自动处理，doubt driven development场景效率提升3倍。。**解决痛点**：传统Development场景中，手工操作效率低、容易出错、难以规模化，缺乏统一的标准流程。。适用于多种工作场景,提供专业的能力支持。开箱即用,无需复杂配置,支持中文交互与结构化输出。
Install via ClawdBot CLI:
clawdbot install zack-dev-cm/doubt-driven-developmentGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawhub.ai/user/zack-dev-cmAudited Jun 5, 2026 · audit v1.0
Generated Jul 29, 2026
Before deploying a critical update to a production API that handles billing, use Doubt Driven Development to form a falsifiable claim that the deployment is safe. List failure modes like permission escalation, data corruption, or secret exposure, and actively seek disconfirming evidence through code review and CI logs.
When releasing a new version of an open-source package with public registry access, apply the skill to challenge the assumption that the release won't break downstream consumers. Check for credential leaks in the release artifact, unintended API changes, and verify rollback procedures.
For a data migration that renames columns in a customer database, use the workflow to assert the migration's safety. Investigate failure modes such as data loss, schema mismatches, and insufficient rollback testing by examining the migration scripts and dry-run results.
When implementing a new permission system for cloud infrastructure, treat it as a boundary check. The claim might be that the system blocks unauthorized access. Look for disconfirming evidence by testing edge cases like role inheritance or resource-level policies.
Offer a service that uses Doubt Driven Development to review high-risk changes for other companies. Charge per review or subscription, focusing on sectors like finance, healthcare, or critical infrastructure where mistakes are costly.
Build a tool that integrates with CI pipelines to automatically run doubt-driven reviews on pull requests. License the tool to development teams to reduce deployment failures and security incidents.
Create training programs and certification for engineering teams to adopt Doubt Driven Development. Offer workshops, online courses, and consulting to improve deployment safety and reduce costly errors.
💬 Integration Tip
Integrate the skill into CI/CD pipelines by adding a manual review gate that requires a 'proceed' decision after applying the workflow, and use the output template to document evidence for compliance.
Scored Jun 5, 2026
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