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Dragan Spiridonov
11f0cf755f
Evolve the QE framework from PACT (Proactive, Autonomous, Collaborative, Targeted) to PACTS by adding a fifth principle: Structured — governance, observability, and explainability of agent behavior. We measure confidence, not trust (trust is a human feeling; confidence can be mathematically explained). Especially important in regulated industries. Inspired by DORA's research on AI-assisted delivery and platform-engineering quality measurement. Anti-pattern: bolting agentic AI onto chaos. Scope: - Source skills (.claude/skills): holistic-testing-pact + agentic-quality- engineering SKILL.md, agentic-quality-engineering schema (added optional `structured` dimension, kept slug keys), README, skills-manifest.json - Regenerated derived artifacts: assets/skills (via prepare-assets equivalent copy) and the two affected .opencode yaml (via generate-opencode-skills) - Hand-maintained trees updated consistently: .kiro skills, docs (catalog, glossary, intro), plugin/marketplace manifests, qe-learning-coordinator Stability: - Kept skill id/dir `holistic-testing-pact` (and `.kiro` `qe-holistic-testing-pact`) unchanged — referenced across other repos. Only titles/descriptions/content changed to PACTS. Attribution: PACT originated with Reuven Cohen (Agentics Foundation); adapted to QE by Dragan Spiridonov. PACTS adds Structured. Co-Authored-By: claude-flow & Agentic QE fleet