generated from coulomb/repo-seed
84 lines
2.0 KiB
Markdown
84 lines
2.0 KiB
Markdown
---
|
|
id: ADAPTIVE-WP-0004
|
|
type: workplan
|
|
title: "Boundary engine and explainable validation"
|
|
domain: financials
|
|
repo: adaptive-pricing
|
|
status: finished
|
|
owner: codex
|
|
topic_slug: helix-forge
|
|
created: "2026-07-02"
|
|
updated: "2026-07-02"
|
|
state_hub_workstream_id: "3ab759a2-97b6-4cf0-8c14-80dae637c23a"
|
|
---
|
|
|
|
# Boundary engine and explainable validation
|
|
|
|
Turn strategic pricing constraints from `INTENT.md` into an explicit validation
|
|
engine with inspectable outcomes.
|
|
|
|
## Formalize Constraint Model
|
|
|
|
```task
|
|
id: ADAPTIVE-WP-0004-T01
|
|
status: done
|
|
priority: high
|
|
state_hub_task_id: "180ea896-4e89-4256-b1ba-0d72e4d49dcd"
|
|
```
|
|
|
|
Define the internal representation for hard and soft constraints, including
|
|
minimum margin, cost floor, payment fees, commitment requirements, segment
|
|
eligibility, and approval thresholds.
|
|
|
|
## Implement Validation Engine
|
|
|
|
```task
|
|
id: ADAPTIVE-WP-0004-T02
|
|
status: done
|
|
priority: high
|
|
state_hub_task_id: "16c96dc5-45fc-4cca-9f71-d3b8d797f28f"
|
|
```
|
|
|
|
Implement evaluation logic that accepts a pricing configuration and returns
|
|
pass/fail results, violated constraints, and structured reasons.
|
|
|
|
## Model Commitment-Backed Discounts
|
|
|
|
```task
|
|
id: ADAPTIVE-WP-0004-T03
|
|
status: done
|
|
priority: high
|
|
state_hub_task_id: "adaa7751-b1b9-4d9e-a708-4caaf6a4801d"
|
|
```
|
|
|
|
Encode rules for discounts, concessions, and improved unit economics so they
|
|
require enforceable or economically meaningful commitments instead of optimistic
|
|
usage assumptions.
|
|
|
|
## Add Scenario And Abuse Tests
|
|
|
|
```task
|
|
id: ADAPTIVE-WP-0004-T04
|
|
status: done
|
|
priority: medium
|
|
state_hub_task_id: "96a1f2d4-518f-4e4f-8227-43bac08ff615"
|
|
```
|
|
|
|
Add scenario tests that cover valid configurations, invalid discounting,
|
|
rejected commitment trades, and edge cases such as zero-usage, high-fee, or
|
|
unprofitable configurations.
|
|
|
|
## Exit Criteria
|
|
|
|
```task
|
|
id: ADAPTIVE-WP-0004-T05
|
|
status: done
|
|
priority: medium
|
|
state_hub_task_id: "0a771125-cc2b-4339-b210-ac834562516f"
|
|
```
|
|
|
|
Exit when pricing configurations can be validated against explicit constraints
|
|
with machine-readable and human-readable explanations.
|
|
|
|
Dependencies: `ADAPTIVE-WP-0003`.
|