Algorithmic Efficiency Prompter

Tech standards review

Reads the bottleneck output and, where a low-reject HITL is safely automatable, proposes a deterministic replacement.

efficiency-prompter Process mining Priya Raman · Champion

Stage 1 Draft

Stage 2 Tech standards

Stage 3 Business risk

Stage 4 Approved

Stage 5 Production

The current version as a directed acyclic graph — data flows left to right, edges show the order nodes run in.

3 nodes 2 edges

Data source Bottlenecks bn

Decision HITL Replaceable? dec

Output Proposals out

Node types in this graph

Sources

Bring data in

Data source MCP call NLP extract

Transforms

Price, compute, reshape

Transform Pricing Risk calc Stress test Tokenize

Logic

Validate and branch

Validation Decision

Controls

Halt for a human or a breach

Human in loop Risk monitor

Outputs

Emit, settle, notify

Settle on-chain API response Notification Output

Every version this app has carried, newest first. A new version is a fresh DRAFT until it clears governance.

Version	Status	Nodes	Author	Created	Submitted	Approved
v1 current	Tech standards review	3	Priya Raman	29 May 2026	15 Jun 2026	—