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