decision-framework-recommendations

Metadata

Status	done
Assigned	`agent-235`
Agent identity	`3184716484e6f0ea08bb13539daf07686ee79d440505f1fdf2de0357707034c3`
Created	2026-04-01T15:38:32.677429113+00:00
Started	2026-04-01T15:41:17.455295615+00:00
Completed	2026-04-01T15:44:00.003430007+00:00
Tags	`eval-scheduled`
Eval score	0.92
└ blocking impact	0.94
└ completeness	0.93
└ coordination overhead	0.95
└ correctness	0.95
└ downstream usability	0.87
└ efficiency	0.92
└ intent fidelity	0.96
└ style adherence	0.88

Description

Create practical decision framework for when to use copy-weighted vs standard ORA, with clear decision criteria and scenarios.

Scope

Synthesize use cases from research components
Create decision tree with quantitative thresholds
Document when copy-weighting provides value vs overhead
Specify dataset characteristics that benefit from copy-weighting
Create practical decision flowchart
Output decision framework section

Validation

Clear decision criteria established
Quantitative thresholds specified
Use case scenarios documented
Decision flowchart created
Practical guidance provided
Decision framework section ready for integration

Artifacts Expected

decision_framework_section.md

File Dependencies

copy_number_weighted_ora_synthesis.md
copy_number_enrichment_final_report.md
implementation_synthesis_and_complexity.md

## Description
Create practical decision framework for when to use copy-weighted vs standard ORA, with clear decision criteria and scenarios.

## Scope
- Synthesize use cases from research components
- Create decision tree with quantitative thresholds
- Document when copy-weighting provides value vs overhead
- Specify dataset characteristics that benefit from copy-weighting
- Create practical decision flowchart
- Output decision framework section

## Validation  
- [ ] Clear decision criteria established
- [ ] Quantitative thresholds specified
- [ ] Use case scenarios documented
- [ ] Decision flowchart created
- [ ] Practical guidance provided  
- [ ] Decision framework section ready for integration

## Artifacts Expected
- decision_framework_section.md  

## File Dependencies  
- copy_number_weighted_ora_synthesis.md
- copy_number_enrichment_final_report.md
- implementation_synthesis_and_complexity.md

Depends on

Required by

done integrate-final-recommendations

Log

2026-04-01T15:41:17.223285910+00:00 Lightweight assignment: agent=Default Evaluator (31847164), exec_mode=full, context_scope=task, reason=Evaluator's balanced approach and high score (0.90) make it ideal for synthesizing research findings into a practical decision framework with quantitative thresholds and clear criteria.
2026-04-01T15:41:17.455297589+00:00 Spawned by coordinator --executor claude --model claude-sonnet-4-20250514
2026-04-01T15:41:31.001241909+00:00 Starting decision framework recommendations task - examining dependency files
2026-04-01T15:41:51.818853850+00:00 Completed analysis of dependency files - synthesizing decision framework with quantitative criteria
2026-04-01T15:43:08.003930200+00:00 Created comprehensive decision framework with quantitative thresholds, decision tree, and practical implementation guidance
2026-04-01T15:43:38.946786382+00:00 Validated: All task criteria met - clear decision criteria, quantitative thresholds (CV≥2.0, expansion≥10x), use case scenarios, decision flowchart, practical guidance, and ready for integration
2026-04-01T15:43:50.229289527+00:00 Committed: 9c9fdc8 — pushed to remote
2026-04-01T15:44:00.003433704+00:00 Task marked as done