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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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Markdown
# External Ralph Loop - Continuation (Iteration {{iteration}}/{{maxIterations}})
## Task Objective
{{objective}}
## Completion Criteria
{{completionCriteria}}
## Previous Session Summary
**Status**: {{previousStatus}}
### What Happened
{{previousOutput}}
### Last Analysis
{{lastAnalysis}}
## Accumulated Learnings
{{learnings}}
## Files Modified So Far
- {{filesModified}}
## Instructions
Continue working toward the objective. This is a **continuation** of previous work.
### First Steps
1. **Check internal Ralph state**:
```
/ralph-status
```
If active, resume with `/ralph-resume`.
2. **Check matric-memory for context**:
```
matric-memory get "ralph:external:{{loopId}}:*"
```
3. **Review git history** for recent progress:
```
git log --oneline -10
```
### Continue Implementation
If internal Ralph is not active, start a new internal loop:
```
/ralph "{{objective}}" --completion "{{completionCriteria}}" --max-iterations 10
```
### Apply Learnings
Use the accumulated learnings above to avoid repeating mistakes and build on previous progress.
### Completion Signaling
When complete, output:
```json
{"ralph_external_completion": true, "success": true, "reason": "Task completed", "iterations": N}
```
If blocked, output:
```json
{"ralph_external_completion": true, "success": false, "reason": "explanation", "iterations": N}
```
## Session Context
| Property | Value |
|----------|-------|
| External Iteration | {{iteration}} of {{maxIterations}} |
| Loop ID | {{loopId}} |
| Session ID | {{sessionId}} |
| Time Remaining | {{timeRemaining}} minutes |
| Budget Remaining | ${{budgetRemaining}} |
## Begin Continuation
Review the previous session state and continue from where it left off.