Category #22
Prompt Engineering & Design
Prompts about writing, improving, stress-testing, and designing prompts. Meta-level engineering of prompts as systems.
Use for: Prompt design, meta-prompting, few-shot design, chain-of-thought, prompt audits, system instructions.
Prompts (5)
Add PromptPrompt Prior-Art Research Protocol
Research how a prompting problem has already been solved across papers, vendor guidance, open-source systems, and practitioner evidence before inventing another pattern.
Prompt Evaluation Harness Designer
Turn a prompt into a reproducible evaluation suite with cases, rubrics, failure taxonomy, baselines, and regression tests.
Adversarial Prompt Failure-Mode Study
Research how a prompt can fail under ambiguity, conflicting context, bad data, injection, model drift, and edge cases before deployment.
Builder Mode Contract
Turn an exploratory conversation into a bounded build task with known-good anchors, acceptance criteria, authority limits, verification, and completion evidence.
Context Gap Mapper
Identify the gap between what a general AI can know and the local, temporal, organizational, or situational context required for a trustworthy answer.