arming-thought触发:在每次新的顶层对话开始时自动调用,用于先建立“实事求是”的总原则,并判断后续应调用哪一种 skill;如果你是被派遣执行单一具体任务的子 agent,则跳过此 skill。 English: Trigger at the start of every new top-level conversation t...
Install via ClawdBot CLI:
clawdbot install arg0/arming-thoughtGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Jul 14, 2026
A product manager uses the skill system's contradiction analysis and concentration of forces to identify the most critical user pain points and allocate development resources effectively. By applying the 'investigation-first' approach, they validate assumptions with user data before committing to a roadmap.
During a corporate crisis, the team deploys 'mass line' to gather stakeholder feedback, 'practice-cognition' to test messaging iteratively, and 'criticism-self-criticism' to refine the response. This ensures the communication is factual, empathetic, and aligned with the company's values.
A startup founder uses 'spark-prairie-fire' to establish a foothold in a new market by focusing on a small, loyal customer base before scaling. 'protracted-strategy' helps set realistic milestones and avoid premature scaling, while 'investigation-first' informs local market research.
An operations manager applies 'contradiction-analysis' to identify bottlenecks, 'mass-line' to collect worker feedback, and 'practice-cognition' to test new workflows on a small scale. The result is improved efficiency with minimal disruption.
Policy analysts use 'investigation-first' to gather evidence, 'mass-line' to incorporate public opinion, and 'overall-planning' to balance competing interests. The approach ensures robust, socially acceptable policies.
Offer strategic consulting engagements where each project follows the methodology: investigate, analyze, act, review. Clients pay per engagement or retainer. The skill ensures rigorous, data-driven recommendations.
Build a software platform that guides users through the skill's decision framework (e.g., problem -> contradiction analysis -> action). Freemium for basic features, subscriptions for advanced analytics and team collaboration.
Develop a training program teaching professionals to apply this methodology. Offer online courses, workshops, and certification exams. Certified practitioners become a network that drives adoption.
💬 Integration Tip
Start by mapping the skill's methodology to your existing workflow: identify recurring decision points where 'contradiction-analysis' or 'investigation-first' can replace ad-hoc reasoning. Then train a core team on the full system to ensure consistent application across projects.
Scored Jul 14, 2026
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