brain-feedback

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Submit human feedback on reflection cycles.

scalytics By scalytics schedule Updated 3/2/2026

name: brain_feedback description: Submit human feedback on reflection cycles.

brain_feedback

Type: kafgraph_brain Transport: HTTP POST /api/v1/tools/brain_feedback | KafClaw skill routing Version: 0.1.0

Description

Submit human feedback on reflection cycles. Feedback can confirm, override, or waive automatically computed scores for impact, relevance, and value contribution.

Input Schema

{
  "cycleId": "string",
  "feedbackType": "confirm | override | waive",
  "scores": {
    "impact": 0.8,
    "relevance": 0.9,
    "valueContribution": 0.7
  },
  "comment": "string"
}

Output Schema

{
  "feedbackId": "string",
  "cycleStatus": "RECEIVED"
}

Workflow

  • Validate the feedback payload and cycle ID
  • Create a HumanFeedback node linked to the ReflectionCycle
  • Update edge weights if feedbackType is "override"
  • Update ReflectionCycle humanFeedbackStatus to RECEIVED (or WAIVED)
  • Publish feedback event to the feedback Kafka topic

Safety

  • Write operation — modifies graph scores
  • Requires authorized identity (team leader or designated expert)
  • Override feedback permanently changes computed scores
  • Waive feedback marks the cycle as complete without validation
Install via CLI
npx skills add https://github.com/scalytics/KafGraph --skill brain-feedback
Repository Details
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