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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.
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Iteration Assessment Template
# Cover Page
- ``Project Name``
- `Iteration Assessment`
- `Version`1.0``
# Revision History
| Date | Version | Description | Author |
| --- | --- | --- | --- |
| ``dd/mmm/yy``|``x.x``|`<details>`|`<name>` |
# Ownership & Collaboration
- Document Owner: Project Manager
- Contributor Roles: Test Architect, Requirements Reviewer, Implementer
- Automation Inputs: Iteration metrics, evaluation criteria, retrospectives
- Automation Outputs: `iteration-<id>-assessment.md` summarizing sections 1–8
# 1 Introduction
Summarize purpose, scope, references, and structure of the assessment.
## 1.1 Purpose
## 1.2 Scope
## 1.3 Definitions, Acronyms, and Abbreviations
## 1.4 References
## 1.5 Overview
# 2 Iteration Objectives Reached
Describe achievements relative to iteration goals.
# 3 Adherence to Plan
Compare planned vs. actual schedule, scope, effort, and cost.
# 4 Use Cases and Scenarios Implemented
List delivered use cases, scenarios, and significant stories.
# 5 Results Relative to Evaluation Criteria
Assess outcomes against predefined evaluation criteria (functionality, performance, capacity, quality).
# 6 Test Results
Summarize executed tests, pass/fail counts, key defects, and outstanding issues.
# 7 External Changes Occurred
Document requirement changes, market shifts, or other external factors affecting the iteration.
# 8 Rework Required
Identify areas needing rework in upcoming iterations, including technical debt or unresolved risks.
# Appendices (Optional)
Attach metrics, burn-up/down charts, or supporting artifacts.
# Agent Notes
- Compare actual outcomes against iteration evaluation criteria in Section 5.
- Escalate rework items with owners and target iterations in Section 8.
- Verify the Automation Outputs entry is satisfied before signaling completion.