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feedback-learning - Manage feedback-driven configuration changes

Captures amend, learn, remember, and forget requests, previews and applies configuration changes, evaluates review-agent edits, and records an audit trail.

Tags

Updated: 2026-10-05
feedback managementconfiguration updatesaudit loggingagent evaluationproject memory

Capabilities

Parse feedback keywordsClassify change destinationsPreview proposed diffsApply configuration changes

Typical Inputs

User feedback requestProject configuration filesReview context file

Typical Outputs

Feedback responseDiff previewUpdated project files

What this skill does

  • Parse feedback keywords
  • Classify change destinations
  • Preview proposed diffs
  • Apply configuration changes
  • Evaluate review-agent edits
  • Log configuration changes
  • Verify modified sections

Inputs

  • User feedback request
  • Project configuration files
  • Review context file
  • Memory files
  • Evaluation fixtures
  • Evaluation baseline
  • Operator approval

Outputs

  • Feedback response
  • Diff preview
  • Updated project files
  • Evaluation verdict
  • Audit changelog entry
  • Verification result

Requirements

  • Claude Code environment
  • Write access to project files
  • Project-local configuration paths
  • Evaluation repository for agent evals
  • Approval for live evaluations

Source

  • Spec: SKILL.md

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