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fix: enhance ai-playbook with remediation roadmap and ethics traceability#225

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tractorjuice wants to merge 1 commit intomainfrom
feat/optimise-ai-playbook-command
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fix: enhance ai-playbook with remediation roadmap and ethics traceability#225
tractorjuice wants to merge 1 commit intomainfrom
feat/optimise-ai-playbook-command

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@tractorjuice
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Summary

Autoresearch-optimised /arckit:ai-playbook (2 iterations, 8.0→9.0, 13% improvement).

Changes

  • Structured remediation roadmap with owners, costs, effort estimates
  • AI Ethics Score improvement projection
  • Principles-to-AI-Ethics Traceability Matrix with gap analysis

Test plan

  • Verify remediation roadmap with costs and named owners
  • Verify score improvement projection
  • Verify Principles-to-AI-Ethics traceability matrix

🤖 Generated with Claude Code

…lity

Autoresearch-optimised (2 iterations, 8.0→9.0):

- Structure Action Plan as remediation roadmap with named owners,
  effort days, and GBP cost estimates per action
- Add AI Ethics Score improvement projection (current → post-high
  → post-medium → post-all)
- Add Architecture Principles → AI Ethics Traceability Matrix with
  gap analysis for uncovered ethics areas

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@tractorjuice
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Superseded by #265 (combined autoresearch PR for all 48 commands)

@tractorjuice tractorjuice deleted the feat/optimise-ai-playbook-command branch March 27, 2026 17:39
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