Prompt Design Tuning

Collaboratively design, evaluate, iterate on, and recommend a final launch candidate for a target prompt under the principle of “human-gated, agent-executed”...

This skill is an instruction-only workflow for designing and iterating prompts and appears coherent. Before using it in Execution Mode, remember: (1) only provide API keys or credentials if you expect the agent to actually call models — do not paste secrets unless you trust the human-approved run; (2) review any scripts or code the agent generates before executing them in your environment; (3) approve high-cost evaluation loops explicitly as the skill requests; and (4) if you need the agent to access private data or systems, confirm that it’s necessary and scope the data tightly. If you want extra assurance, ask the skill to produce a dry-run plan (Design-Only Mode) before giving it permission to run evaluations.

Type: OpenClaw Skill Name: prompt-design-tuning Version: 1.0.0 The skill bundle defines a structured, professional workflow for prompt engineering and evaluation using a 'human-gated, agent-executed' approach. It includes detailed instructions for task definition, automated evaluation scripts, and cost-controlled iteration cycles in SKILL.md. No indicators of malicious intent, data exfiltration, or unauthorized execution were found; the instructions emphasize transparency, human oversight, and standard engineering best practices.