AskUserQuestion
The quantum computing field has 3 major branches. Should I focus on:
(a) Superconducting qubits
(b) Topological quantum
(c) Photonic systems
AskUserQuestion
Found 847 papers. Which timeframe matters most?
(a) Last 6 months
(b) Last 2 years
(c) All time
Human Layer
Human Prompt
"Research and summarize the latest advances in quantum computing"
Human Layer
The atmosphere where human intent originates. Prompts drift down like weather patterns, shaping everything below.
Flow: Intent → Surface Interface
Surface Interface
Surface Interface
The thin boundary between human and agent. Raw input is received and passed to the orchestration layer below.
Flow: Input → Orchestrator
Orchestrator — Sedimentary
Breaking down research task into 4 parallel streams...
1. Academic literature review (arxiv, journals)
2. Industry news synthesis (tech journalism)
3. Expert perspectives (interviews, podcasts)
4. Patent and IP landscape analysis
Sedimentary — Orchestrator
Loosely packed reasoning. The orchestrator decomposes the task into parallel research streams, like sediment layers forming over time.
Flow: Plan → 4 Sub-Agents
Sub-Sub-Agents — Igneous
Under: Academic Paper Agent
Citation Walker
Traversing references, depth 4
Abstract Classifier
Categorizing 847 abstracts
Under: Patent Analysis Agent
Claims Extractor
Parsing patent claim trees
Prior Art Linker
Matching claims to papers
Igneous — Sub-Sub-Agents
Intense, crystallized logic at maximum depth. These agents perform atomic operations with extreme specialization.
Flow: Results → Bubble Up