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agent-builder/scripts/templates/feedback/FEEDBACK.md
Kjell Tore Guttormsen d743ec7fbf feat(templates): add feedback loop and performance scoring templates 
Session 5 step 20 — templates for recurring feedback patterns with
VFM-compatible scoring. Adds FEEDBACK.md append-only log, PostToolUse
hook that detects 3+ recurring pattern tags, and per-agent scoring
that tracks trends against prior window.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-12 06:51:37 +02:00

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Feedback Log: {{PROJECT_NAME}}

Append-only. One row per pipeline run. Reviewed by performance-scorer.sh.

Feedback Table

Date Pipeline Agent Score Issue Resolution Pattern
{{DATE}} {{PIPELINE_NAME}} {{AGENT_NAME}} {{SCORE}}/100 {{ISSUE_DESCRIPTION}} {{RESOLUTION}} {{PATTERN_TAG}}

Pattern Tags

Use consistent tags so performance-scorer.sh can detect recurring issues:

  • quality-low — output below acceptance threshold
  • loop-excess — more revision iterations than expected
  • timeout — agent exceeded time budget
  • tool-fail — tool call failed or returned unexpected result
  • cost-spike — single run cost exceeded 3x average
  • scope-drift — agent worked outside defined scope
  • hallucination — output contained factual errors

Notes

Scores are 0–100 as assigned by the reviewer agent or human reviewer. A score below 60 triggers a flag in performance-scorer.sh. Three or more rows with the same Pattern tag = recurring issue. Recurring issues should drive prompt iteration or pipeline redesign.