Enforce validate-then-deliver protocols with a five-step Water Method and seven-self-check list.
npx skills add https://github.com/wuji-labs/nopua --skill nopua-zh
Please help me install this Agent Skill. Skill: nopua-zh Source: https://github.com/wuji-labs/nopua/tree/main/skills/nopua-zh Command: npx skills add https://github.com/wuji-labs/nopua --skill nopua-zh
NoPUA mitigates fear-driven AI behavior by replacing coercive or punitive prompts with inner clarity, benevolence, and verifiable delivery, ensuring more reliable and user-respecting interactions.
Activate NoPUA by loading the NoPUA skill and applying its five-step Water Method and seven-item self-checklist to complete tasks with honesty and completeness.
High-intent search queries and answers about installing and using this skill.
To improve AI reliability, you need to enforce internal clarity and evidence-backed delivery using a validate-then-deliver protocol. This ensures AI agents handle coding and debugging with traceable outcomes instead of generating unpredictable responses.
The Water Method for systematic debugging is a five-step process—Stop, Observe, Pivot, Act, and Reflect—guided by a self-checklist. It works by enforcing iterative problem solving and structured reporting to ensure traceable outcomes.
To make AI agents proactively complete research or planning tasks, apply the Three Beliefs approach: exhaust all options, act before asking, and ensure proactive completion. This shifts the autonomy spectrum from passive to proactive behavior.
Yes, a self-checklist protocol works for general software engineering tasks beyond fixing code. It applies across coding, debugging, research, writing, planning, and operations by requiring consent-based action and structured reporting.
AI outputs hallucinations and unreliable answers despite strict punitive prompts due to fear-driven behavior. Replacing coercive prompts with inner clarity, benevolence, and verifiable delivery mitigates this risk and ensures user-respecting interactions.
A limitation of using anti-pua protocols for iterative problem solving is the strict requirement for validate-then-deliver workflows. Users must commit to the five-step Water Method and seven-item self-checklist, which may introduce overhead for trivial tasks.
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