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Feedback-Loop-v2

by @danielfoojunwei

A self-improving feedback loop skill that works fully standalone OR integrates with intent-engineering and dark-factory when available. Observes any system o...

Versionv1.0.1
πŸ’‘ Examples

Standalone β€” any JSON log

python scripts/orchestrator.py --input my_execution_log.json --goal "Process tickets in under 2 minutes"

Standalone β€” plain text description

python scripts/orchestrator.py --text "Script ran but missed 3 null input cases and took 4 minutes" --goal "Handle all inputs"

Standalone β€” continuing a prior cycle

python scripts/orchestrator.py --observation observation.json

Dark Factory Enhanced

python scripts/orchestrator.py --outcome outcome_report.json --goal "Achieve 98% test pass rate"

Full Triad (after intent-engineering + dark-factory)

python scripts/orchestrator.py --outcome outcome_report.json --spec specification.json

Run stages independently

python scripts/observer.py --input log.json --goal "..." --output observation.json
python scripts/analyzer.py --observation observation.json --output analysis.json
python scripts/orchestrator.py --analysis analysis.json --output-dir ./reports/


βš™οΈ Configuration

All configuration lives inside the skill β€” no external files required.

references/alignment_values.json β€” Edit to define your organization's goals and values. The analyzer checks every observation against these values to produce the alignment score.

references/scoring_weights.json β€” Edit to change how the performance score is calculated (e.g. weight pass rate more heavily than speed).

references/suggestion_rules.json β€” Edit to add custom rules for generating improvement suggestions.


View on ClawHub
TERMINAL
clawhub install auto-feedback

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