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Advanced Prompt Structure Builder
Build structured prompts using proven frameworks.
Structured prompt using [FRAMEWORK] for [MODEL] generating [OUTPUT] for task [TASK] context [CONTEXT] test [TEST_INPUT]. Role, context, task, format, constraints, few-shot examples, chain-of-thought, validation.
Variables
FRAMEWORKMODELOUTPUTTASKCONTEXTTEST_INPUT
TEXT⚡ 6K uses📋 GPT-4, Claude
Few-Shot Prompt Designer
Design few-shot prompts with optimal examples.
Few-shot for [TASK] on [MODEL] with [NUMBER] examples in [INPUT_FORMAT] to [OUTPUT_FORMAT] format. Typical, edge, complex cases. Format instructions, delimiter strategy, schema.
Variables
TASKMODELNUMBERINPUT_FORMATOUTPUT_FORMAT
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Chain-of-Thought Prompt Engineer
Design CoT prompts for reasoning tasks.
CoT prompt for [TASK] on [MODEL] in [DOMAIN] domain. Test: [TEST_PROBLEM]. Step-by-step, intermediate representation, verification, final format. 2 examples with reasoning chains. Error recovery.
Variables
TASKMODELTEST_PROBLEMDOMAIN
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Prompt Chaining Architecture
Design multi-step prompt chains.
Chain for [COMPLEX_TASK] in [NUMBER] steps on [MODEL] with context [CONTEXT]. Each: input, prompt, output, validation, guardrails, error handling, retry. Data flow, state, parallelization.
Variables
COMPLEX_TASKNUMBERMODELCONTEXT
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Prompt Security & Guardrails
Implement security against injection.
Guardrails for [APPLICATION] on [MODEL] against risks [RISKS] in [LANGUAGE]. Prevent injection, jailbreaking, extraction, leaking. Input sanitization, output filtering, system prompt hardening, rate limiting.
Variables
APPLICATIONMODELRISKSLANGUAGE
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Prompt Optimization & A/B Testing
Optimize prompts through A/B testing.
A/B test for [PROMPT_PURPOSE] on [MODEL] with metrics [METRICS] testing [VARIATIONS] variations. Wording, structure, examples, temperature. Success metrics, evaluation criteria, sample size.
Variables
PROMPT_PURPOSEMODELMETRICSVARIATIONS
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Prompt Version Control & Management
Establish prompt management best practices.
Prompt mgmt for [TEAM_SIZE] people on [MODEL] with [TOOLS] in [ENVIRONMENT]. Git versioning, naming conventions, metadata (model, temp, tokens), testing, deploy pipeline, rollback, monitoring dashboard.
Variables
TEAM_SIZEMODELTOOLSENVIRONMENT