---
actual_hours: null
assignees: []
created_at: '2025-08-28T00:19:44.219389'
dependencies: []
description: Following successful proof-of-concept validation in ISS-0021, implement
  the production-ready instruction reinforcement system to combat PM instruction drift
  in long conversations.
due_date: null
estimated_hours: null
id: ISS-0022
labels: []
metadata:
  issue_type: bug
  severity: medium
  subtasks:
  - TSK-0177
  - TSK-0178
  - TSK-0179
  - TSK-0180
  transitioned_to_in-progress_at: '2025-08-28T00:20:21.473117'
  transitioned_to_ready_at: '2025-08-28T00:45:49.969315'
  type: issue
parent: EP-0004
priority: medium
status: completed
tags:
- issue
- bug
title: Implement Production Instruction Reinforcement System
updated_at: '2025-08-28T00:46:53.428779'
---

# Implement Production Instruction Reinforcement System

## Description
Following successful proof-of-concept validation in ISS-0021, implement the production-ready instruction reinforcement system to combat PM instruction drift in long conversations.

## Details
- **Status**: completed
- **Priority**: medium
- **Assignees**: None
- **Tags**: issue, bug
- **Created**: 2025-08-28 00:19:44
- **Updated**: 2025-08-28 00:46:53

## Tasks
- [ ] Add task items here

## Notes
_Add any additional notes or context here._
