---
type: CKG Bundle
title: Prompt Class
tags: [CS & AI]
timestamp: 2026-06-18T00:00:00Z
ckg:
  id: prompt-class
  nodes: 305
  license: CC BY 4.0
---

# Prompt Class — Compressed Knowledge Graph

```csv
ConceptID,ConceptLabel,TaxonomyID
1,Artificial Intelligence,FOUND
2,Machine Learning,FOUND
3,Natural Language Processing,FOUND
4,Large Language Model,FOUND
5,Neural Network Basics,FOUND
6,Transformer Architecture,FOUND
7,Token,FOUND
8,Tokenization,FOUND
9,Context Window,FOUND
10,Training Data,FOUND
11,Model Parameters,FOUND
12,Inference,FOUND
13,Generative AI,FOUND
14,Foundation Model,FOUND
15,Pre-Training,FOUND
16,Fine-Tuning,FOUND
17,Transfer Learning,FOUND
18,API,FOUND
19,Chatbot Interface,FOUND
20,Human-AI Interaction,FOUND
21,Prompt,PFUND
22,Prompt Engineering,PFUND
23,Input-Output Paradigm,PFUND
24,Prompt Structure,PFUND
25,Instruction Clarity,PFUND
26,Specificity,PFUND
27,Ambiguity Avoidance,PFUND
28,Task Decomposition,PFUND
29,Prompt Length,PFUND
30,Prompt Iteration,PFUND
31,Prompt Testing,PFUND
32,Response Quality,PFUND
33,Response Evaluation,PFUND
34,Relevance,PFUND
35,Accuracy,PFUND
36,Completeness,PFUND
37,Conciseness,PFUND
38,Tone Control,PFUND
39,Audience Adaptation,PFUND
40,Natural Language Command,PFUND
41,Directive Prompts,PTYPE
42,Interrogative Prompts,PTYPE
43,Open-Ended Prompts,PTYPE
44,Closed-Ended Prompts,PTYPE
45,Conversational Prompts,PTYPE
46,Zero-Shot Prompting,PTECH
47,One-Shot Prompting,PTECH
48,Few-Shot Prompting,PTECH
49,Example Selection,PTECH
50,Chain-of-Thought Prompting,PTECH
51,Step-by-Step Reasoning,PTECH
52,Self-Consistency,PTECH
53,Tree of Thoughts,PTECH
54,Prompt Chaining,PTECH
55,Prompt Templates,PTECH
56,Reusable Prompts,PTECH
57,Role Assignment,PTECH
58,Persona Prompting,PTECH
59,System Prompt,PTECH
60,User Prompt,PTECH
61,Assistant Response,PTECH
62,Instruction Following,PTECH
63,Constraint Setting,PTECH
64,Negative Prompting,PTECH
65,Delimiter Usage,PTECH
66,Contextual Priming,PTECH
67,Socratic Prompting,PTECH
68,Analogical Prompting,PTECH
69,Reflective Prompting,PTECH
70,Meta-Prompting,PTECH
71,Prompt Compression,PTECH
72,Prompt Expansion,PTECH
73,Temperature Setting,PARAM
74,Top-P Sampling,PARAM
75,Frequency Penalty,PARAM
76,Presence Penalty,PARAM
77,Max Tokens Setting,PARAM
78,Stop Sequences,PARAM
79,Seed Parameter,PARAM
80,Reproducibility,PARAM
81,Output Format Specification,OUTFMT
82,Markdown Generation,OUTFMT
83,JSON Output,OUTFMT
84,CSV Output,OUTFMT
85,Table Generation,OUTFMT
86,List Generation,OUTFMT
87,Code Generation,OUTFMT
88,Structured Data Output,OUTFMT
89,Schema-Guided Output,OUTFMT
90,XML Output,OUTFMT
91,YAML Output,OUTFMT
92,HTML Generation,OUTFMT
93,Bullet Points,OUTFMT
94,Numbered Lists,OUTFMT
95,Hierarchical Output,OUTFMT
96,Summary Generation,OUTFMT
97,Report Generation,OUTFMT
98,Narrative Output,OUTFMT
99,Technical Writing,OUTFMT
100,Plain Language Output,OUTFMT
101,Context Management,CTXMEM
102,Context Window Limits,CTXMEM
103,Token Counting,CTXMEM
104,Conversation History,CTXMEM
105,Memory in AI Systems,CTXMEM
106,Stateless Interaction,CTXMEM
107,Session Persistence,CTXMEM
108,Long-Form Context,CTXMEM
109,Document Summarization,CTXMEM
110,Information Extraction,CTXMEM
111,Key Point Identification,CTXMEM
112,Relevance Filtering,CTXMEM
113,Context Injection,CTXMEM
114,Background Information,CTXMEM
115,Domain Knowledge Priming,CTXMEM
116,Retrieval-Augmented Gen,RAG
117,Knowledge Base,RAG
118,Vector Database,RAG
119,Embedding,RAG
120,Semantic Search,RAG
121,Document Chunking,RAG
122,Source Citation,RAG
123,Grounding,RAG
124,Hallucination,RAG
125,Factual Accuracy,RAG
126,Knowledge Cutoff,RAG
127,Real-Time Information,RAG
128,External Data Integration,RAG
129,Search-Enhanced Prompting,RAG
130,Evidence-Based Responses,RAG
131,Multimodal AI,MULTI
132,Image Prompting,MULTI
133,Image Description,MULTI
134,Visual Question Answering,MULTI
135,Document Analysis,MULTI
136,PDF Processing,MULTI
137,Code Interpretation,MULTI
138,Chart Reading,MULTI
139,Diagram Understanding,MULTI
140,Screenshot Analysis,MULTI
141,Audio Transcription,MULTI
142,Video Understanding,MULTI
143,Image Generation Prompts,MULTI
144,Alt Text Generation,MULTI
145,Data Visualization Prompt,MULTI
146,AI Agent,AGENT
147,Agent Architecture,AGENT
148,Tool Use,AGENT
149,Function Calling,AGENT
150,Planning,AGENT
151,Goal Decomposition,AGENT
152,Action Selection,AGENT
153,Execution Monitoring,AGENT
154,Feedback Loop,AGENT
155,Self-Correction,AGENT
156,Autonomous Workflow,AGENT
157,Multi-Step Reasoning,AGENT
158,Agent Orchestration,AGENT
159,Skill,AGENT
160,Skill Library,AGENT
161,Agent Memory,AGENT
162,Agent Context,AGENT
163,Human-in-the-Loop,AGENT
164,Approval Workflow,AGENT
165,Sandboxed Execution,AGENT
166,Agent Evaluation,AGENT
167,Reliability,AGENT
168,Error Recovery,AGENT
169,Retry Logic,AGENT
170,Task Automation,AGENT
171,Workflow Design,AGENT
172,Pipeline Construction,AGENT
173,Agent Collaboration,AGENT
174,Multi-Agent Systems,AGENT
175,Agent Safety,AGENT
176,Prompt Injection,SECUR
177,Direct Injection,SECUR
178,Indirect Injection,SECUR
179,Jailbreaking,SECUR
180,Adversarial Prompts,SECUR
181,Input Validation,SECUR
182,Output Filtering,SECUR
183,Content Moderation,SECUR
184,Safety Guidelines,SECUR
185,Guardrails,SECUR
186,Red Teaming,SECUR
187,Prompt Leaking,SECUR
188,Data Exfiltration Risk,SECUR
189,Defense Strategies,SECUR
190,Responsible Disclosure,SECUR
191,AI Ethics,ETHIC
192,Bias in AI,ETHIC
193,Fairness,ETHIC
194,Transparency,ETHIC
195,Explainability,ETHIC
196,Accountability,ETHIC
197,Privacy Considerations,ETHIC
198,Consent and Data Use,ETHIC
199,Intellectual Property,ETHIC
200,Copyright Considerations,ETHIC
201,Attribution,ETHIC
202,Misinformation Risk,ETHIC
203,Deepfake Awareness,ETHIC
204,Environmental Impact,ETHIC
205,Inclusive Language,ETHIC
206,Business Use Cases,BIZAP
207,Customer Service Chatbot,BIZAP
208,Content Marketing,BIZAP
209,Email Drafting,BIZAP
210,Meeting Summarization,BIZAP
211,Report Automation,BIZAP
212,Data Analysis Prompting,BIZAP
213,Market Research,BIZAP
214,Competitive Analysis,BIZAP
215,Product Description,BIZAP
216,Social Media Content,BIZAP
217,SEO Optimization,BIZAP
218,Proposal Writing,BIZAP
219,Contract Review,BIZAP
220,Training Material Design,BIZAP
221,Knowledge Management,BIZAP
222,Process Documentation,BIZAP
223,Decision Support,BIZAP
224,Brainstorming Facilitation,BIZAP
225,Project Planning,BIZAP
226,AI-Assisted Learning,EDUAP
227,Personalized Tutoring,EDUAP
228,Quiz Generation,EDUAP
229,Rubric Creation,EDUAP
230,Lesson Plan Design,EDUAP
231,Differentiated Instruction,EDUAP
232,Formative Assessment,EDUAP
233,Feedback Generation,EDUAP
234,Study Guide Creation,EDUAP
235,Concept Explanation,EDUAP
236,Analogy Generation,EDUAP
237,Bloom Taxonomy Alignment,EDUAP
238,Learning Objective Design,EDUAP
239,Curriculum Development,EDUAP
240,Accessibility in Education,EDUAP
241,Prompt Evaluation,EVAL
242,A/B Testing Prompts,EVAL
243,Evaluation Metrics,EVAL
244,Human Evaluation,EVAL
245,Automated Evaluation,EVAL
246,Benchmark Testing,EVAL
247,Quality Rubric Design,EVAL
248,Cost Optimization,EVAL
249,Latency Optimization,EVAL
250,Token Efficiency,EVAL
251,Batch Processing,EVAL
252,Model Selection,EVAL
253,Model Comparison,EVAL
254,Performance Monitoring,EVAL
255,API Pricing Models,EVAL
256,Rate Limiting,USAGE
257,Usage Quota,USAGE
258,Five-Hour Token Window,USAGE
259,Token Budget,USAGE
260,Token Cost Estimation,USAGE
261,Token Usage Monitoring,USAGE
262,Input Token Count,USAGE
263,Output Token Count,USAGE
264,Prompt Cost Calculation,USAGE
265,Usage Dashboard,USAGE
266,Throttling,USAGE
267,Cooldown Period,USAGE
268,Plan Tiers and Limits,USAGE
269,Overage Handling,USAGE
270,Cost-Effective Prompting,USAGE
271,Capstone Project Design,CAP
272,Customer Support Bot,CAP
273,FAQ Generator System,CAP
274,Content Pipeline,CAP
275,Research Assistant,CAP
276,Code Review Assistant,CAP
277,Technical Doc Generator,CAP
278,Meeting Notes System,CAP
279,Email Triage System,CAP
280,Data Dashboard Narrator,CAP
281,Personalized Tutor App,CAP
282,Quiz and Test Generator,CAP
283,Writing Coach System,CAP
284,Resume Analyzer,CAP
285,Job Description Writer,CAP
286,Interview Prep Coach,CAP
287,Social Media Manager,CAP
288,Brand Voice System,CAP
289,Legal Document Analyzer,CAP
290,Compliance Checker,CAP
291,Product Review Analyzer,CAP
292,Sentiment Analysis System,CAP
293,Translation Assistant,CAP
294,Accessibility Auditor,CAP
295,Onboarding Guide System,CAP
296,Knowledge Base Builder,CAP
297,Prompt Library Manager,CAP
298,AI Workflow Automator,CAP
299,Multi-Agent Task Runner,CAP
300,RAG Pipeline Builder,CAP
301,Evaluation Framework,CAP
302,Red Team Test Suite,CAP
303,AI Ethics Audit Tool,CAP
304,Course Content Generator,CAP
305,Intelligent Textbook,CAP
```

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