PromptOps
Today
Practice
Library
Exam
Certificate
Search
⌘K
ខ្មែរ
◐
Sign in
Today
Practice
Library
Profile
Today
Track 2
2. Syntax, Formats & Design
0 / 14 lessons
Start track
1
Zero-Shot vs Few-Shot
Examples outteach instructions
Intermediate
2
Chain-of-Thought Prompting
Show your work, get better answers
Intermediate
3
System Prompts & Personas
Configure once, benefit every interaction
Intermediate
4
Output Format Control
Design the response before it exists
Intermediate
5
Reusable Prompt Templates
Build once, use forever
Intermediate
6
Output Contracts & Success Criteria
Define 'done' before you prompt
Intermediate
7
Multimodal Prompting
Show. Don't just tell.
Intermediate
8
Structured Outputs & JSON Schema Modes
Stop begging for valid JSON — enforce it
Intermediate
9
Chain of Density Summarization
Iteratively pack more information into summaries without increasing length.
Expert
10
Thought-Steering Delimiters
Inject guiding tokens to steer reasoning directions inside generation streams.
Expert
11
Meta-Prompting for Code
Construct system messages that steer LLMs to write clean, modular code.
Expert
12
XML Tagging & Extraction
Format inputs and outputs using strict XML tagging structures for stable parsing.
Expert
13
Co-Writing with AI
Collaborate, don't just delegate
Intermediate
14
Debugging with AI
Give it everything, get the answer
Intermediate
2. Syntax, Formats & Design