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List of Concepts

This is the numbered list of concepts for the AI for EE Research learning graph. Each number is the ConceptID used in the dependency graph. Please review the list and add or remove concepts before the dependency graph is generated.

  1. Research Workflow
  2. Literature Search
  3. Data Analysis
  4. Brainstorming
  5. Scientific Coding
  6. Manuscript Preparation
  7. Research Question
  8. Research Productivity
  9. Generative AI
  10. Large Language Model
  11. AI Assistant
  12. AI Agent
  13. Agentic Research
  14. Researcher as Orchestrator
  15. Human in the Loop
  16. Task Decomposition
  17. Research Pipeline
  18. Reproducibility
  19. Research Group
  20. Electrical Engineering Research
  21. Token
  22. Tokenization
  23. Context Window
  24. Context Limit
  25. Prompt
  26. Completion
  27. System Prompt
  28. Temperature
  29. Training Data
  30. Knowledge Cutoff
  31. Hallucination
  32. Fabricated Citation
  33. Model Selection
  34. Model Size
  35. Reasoning Model
  36. Multimodal Model
  37. Open Weight Model
  38. Local Model
  39. API Access
  40. Token Cost
  41. Rate Limit
  42. Latency
  43. Embedding
  44. Retrieval Augmented Generation
  45. Vector Search
  46. Model Benchmark
  47. Model Context Protocol
  48. Chat Interface
  49. Command Line Interface
  50. Model Version Drift
  51. Prompt Engineering
  52. Context Engineering
  53. Clear Instructions
  54. Role Prompting
  55. Few-Shot Examples
  56. Chain of Thought
  57. Structured Output
  58. Output Format
  59. Constraints
  60. Acceptance Criteria
  61. Iterative Refinement
  62. Prompt Template
  63. Prompt Library
  64. Negative Instructions
  65. Source Grounding
  66. Context Selection
  67. Context Compression
  68. Conversation History
  69. Summarization
  70. Long Document Handling
  71. Prompt Injection
  72. Prompt Testing
  73. Prompt Versioning
  74. Task Specification
  75. Counterexamples
  76. Clarifying Questions
  77. Self Critique
  78. Multi-Step Prompt
  79. Prompt Chaining
  80. Domain Vocabulary
  81. Markdown
  82. Plain Text
  83. Markdown Syntax
  84. Headings
  85. Lists and Tables
  86. Code Blocks
  87. YAML Frontmatter
  88. Project Instruction File
  89. AGENTS.md File
  90. CLAUDE.md File
  91. Project Goals
  92. Project Conventions
  93. Project Constraints
  94. Glossary File
  95. Research Notes
  96. Specification File
  97. Decision Log
  98. Session Log
  99. Project Memory
  100. Knowledge Base
  101. Cross References
  102. Version Control
  103. Git
  104. Git Commit
  105. GitHub Repository
  106. Branch
  107. Diff Review
  108. File Organization
  109. Naming Conventions
  110. Documentation as Code
  111. Agent Skill
  112. SKILL.md File
  113. Skill Name
  114. Skill Description
  115. Skill Instructions
  116. Skill Triggering
  117. Supporting Files
  118. Scripts in Skills
  119. Reference Documents
  120. Progressive Disclosure
  121. Skill Scope
  122. Single Purpose Skill
  123. Skill Testing
  124. Skill Evaluation
  125. Skill Versioning
  126. Skill Library
  127. Skill Sharing
  128. Skill Installation
  129. Slash Command
  130. Skill Composition
  131. Skill Metadata
  132. Skill Failure Modes
  133. Skill Maintenance
  134. Skill Examples
  135. Research Skill Template
  136. Agent Loop
  137. Tool Use
  138. Tool Call
  139. Tool Definition
  140. File Access
  141. Shell Commands
  142. Web Search
  143. Web Fetch
  144. Code Execution
  145. Sandboxing
  146. Permissions
  147. Permission Modes
  148. Subagent
  149. Parallel Agents
  150. Agent Memory
  151. Agent Hooks
  152. MCP Server
  153. External Data Sources
  154. API Integration
  155. Database Access
  156. Notebook Environment
  157. Jupyter Notebook
  158. Agent Autonomy
  159. Agent Supervision
  160. Agent Logging
  161. Agent Failure Modes
  162. Runaway Agent
  163. Cost Control
  164. Task Scheduling
  165. Background Tasks
  166. Agent Evaluation
  167. Agent Handoff
  168. Context Isolation
  169. Trust Boundary
  170. Credential Handling
  171. Planning Agent
  172. Execution Agent
  173. Planner Executor Pattern
  174. Reviewer Agent
  175. Research Agent
  176. Coding Agent
  177. Writing Agent
  178. Analysis Agent
  179. Literature Agent
  180. Agent Roles
  181. Agent Team
  182. Orchestration
  183. Orchestrator
  184. Planning Agent Team
  185. Execution Agent Team
  186. Agent Ratio
  187. Work Breakdown
  188. Task Queue
  189. Task Dependencies
  190. Handoff Protocol
  191. Shared Workspace
  192. Conflict Resolution
  193. Review Checkpoint
  194. Human Approval Gate
  195. Progress Tracking
  196. Status Reporting
  197. Task Prioritization
  198. Researcher Attention
  199. Delegation
  200. Span of Control
  201. Agent Specification
  202. Plan Review
  203. Plan Revision
  204. Cost and Benefit
  205. Scaling Agent Teams
  206. Literature Review
  207. Search Strategy
  208. Keyword Generation
  209. Citation Chaining
  210. Paper Summarization
  211. Annotated Bibliography
  212. Reading List
  213. Research Gap
  214. Related Work
  215. Citation Verification
  216. DOI Lookup
  217. Reference Manager
  218. BibTeX
  219. Paper Triage
  220. Claim Extraction
  221. Comparison Table
  222. Evidence Synthesis
  223. Source Quality
  224. Preprint Server
  225. Scholarly Databases
  226. Data Cleaning
  227. Measurement Data
  228. Exploratory Analysis
  229. Statistical Analysis
  230. Data Visualization
  231. Plotting
  232. Python
  233. Analysis Script
  234. Unit Tests
  235. Code Review
  236. Debugging
  237. Error Messages
  238. Silent Errors
  239. Numerical Sanity Check
  240. Simulation Script
  241. Parameter Sweep
  242. Signal Processing
  243. Circuit Simulation
  244. HDL Code
  245. Testbench Generation
  246. Test Data
  247. Reproducible Environment
  248. Dependency Management
  249. Data Provenance
  250. Code Documentation
  251. Refactoring
  252. Performance Profiling
  253. Data Formats
  254. CSV and JSON
  255. Notebook to Script
  256. Problem Framing
  257. Idea Generation
  258. Hypothesis Development
  259. Devils Advocate Prompt
  260. Analogical Thinking
  261. Experiment Design
  262. Feasibility Assessment
  263. Research Roadmap
  264. Idea Ranking
  265. Novelty Check
  266. Paper Structure
  267. Abstract Writing
  268. Outline Generation
  269. Drafting
  270. Revision
  271. Author Voice
  272. LaTeX
  273. Figure Preparation
  274. Figure Captions
  275. Reference Formatting
  276. arXiv Submission
  277. Peer Review Response
  278. Technical Editing
  279. Style Consistency
  280. Grammar and Clarity
  281. Authorship
  282. Co-Author Review
  283. Venue Requirements
  284. Cover Letter
  285. Slide Deck
  286. MicroSim
  287. Interactive Simulation
  288. Intelligent Textbook
  289. Learning Graph
  290. p5.js
  291. Embedding Simulations
  292. Research Communication
  293. Teaching From Research
  294. Open Educational Resources
  295. MicroSim Generation
  296. Concept Dependency
  297. Verification
  298. Validation
  299. Independent Check
  300. Primary Source Check
  301. Cross Model Check
  302. Test Driven Research
  303. Result Replication
  304. Uncertainty Awareness
  305. Overconfidence
  306. Sycophancy
  307. Output Bias
  308. Audit Trail
  309. Reproducibility Package
  310. Peer Verification
  311. Acceptance Review
  312. Error Tracing
  313. Responsible AI Use
  314. Academic Integrity
  315. Citation of AI Use
  316. AI Disclosure
  317. Authorship Policy
  318. Privacy
  319. Confidential Data
  320. Unpublished Results
  321. Intellectual Property
  322. Copyright
  323. Licensing
  324. Data Governance
  325. Bias and Fairness
  326. Environmental Cost
  327. Dual Use Risk
  328. Institutional Policy
  329. Journal Policy
  330. Lab AI Policy
  331. Accountability
  332. Transparency
  333. Human Judgment
  334. Skill Atrophy
  335. Over-Reliance
  336. Ethical Use
  337. Case Study
  338. MicroSims Paper
  339. Intelligent Textbook Project
  340. Textbook Workflow
  341. Skill Pipeline
  342. Lessons Learned
  343. Failure Case
  344. Workflow Documentation
  345. Capstone Project
  346. Agent Team Design
  347. Personal Skill Library
  348. Group Workflow
  349. Presentation of Results
  350. Adoption Plan
  351. Personal Agent
  352. Always-On Agent
  353. Cloud Agent Computer
  354. Self-Hosted Agent
  355. Teachable Routine
  356. Delegated Sign-In
  357. Grok Bot
  358. Dots
  359. Muse
  360. Claude Cowork
  361. OpenClaw
  362. Hermes Agent
  363. Agent Blast Radius
  364. Usage Metering
  365. Agent Comparison Criteria
  366. Vendor Claim Verification
  367. Agent Data Exposure
  368. Overnight Activity Audit
  369. Personal Agent Selection
  370. Knowledge Graph
  371. Entity and Relationship
  372. Personal Knowledge Graph
  373. Graph Schema
  374. Backlinks
  375. Entity Extraction
  376. Graph Querying
  377. Graph Retrieval Augmented Generation
  378. Knowledge Graph Memory
  379. Personal Knowledge Privacy