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
agentic-qe-fleet
PACTS-based agentic quality engineering fleet for Claude Code — a slim starter bundle of the AQE platform with 11 specialized QE agents, 9 core skills, 9 slash commands, and the agentic-qe MCP server.
What's bundled
Agents (11)
Routed by cognitive load — heavy reasoning agents on Opus, focused execution on Sonnet.
| Agent | Model | Purpose |
|---|---|---|
qe-test-architect |
opus | AI-powered test generation with sublinear optimization |
qe-fleet-commander |
opus | Fleet lifecycle and workload distribution |
qe-security-scanner |
opus | SAST/DAST/dependency/secrets scanning |
qe-chaos-engineer |
opus | Controlled fault injection and resilience testing |
qe-regression-analyzer |
opus | Intelligent test selection and change-impact scoring |
qe-requirements-validator |
opus | Testability analysis and BDD scenario generation |
qe-coverage-specialist |
sonnet | O(log n) sublinear coverage analysis with risk-weighted gap detection |
qe-flaky-hunter |
sonnet | Flaky test detection and auto-stabilization |
qe-performance-tester |
sonnet | Load, stress, endurance, regression detection |
qe-quality-gate |
sonnet | Quality gate enforcement with policy validation |
qe-tdd-specialist |
sonnet | Red-Green-Refactor (London + Chicago schools) |
Skills (9)
Each skill ships with a scoped allowed-tools list and a trust tier. Tier 3 = full eval infrastructure (eval YAML + JSON schema + validator); tier 2 = tested without eval. The bundle excludes tier-1 (untested) skills per AQE trust-tier policy.
| Skill | Trust tier | Notes |
|---|---|---|
qe-test-generation |
3 | Includes mcp__agentic-qe__test_generate_enhanced |
qe-coverage-analysis |
3 | Includes coverage_analyze_sublinear, qe_coverage_gaps |
qe-test-execution |
3 | Includes test_execute_parallel |
qe-chaos-resilience |
3 | Includes chaos_test |
qe-quality-assessment |
3 | Includes quality_assess |
chaos-engineering-resilience |
3 | Methodology guide |
mutation-testing |
3 | Stryker integration |
risk-based-testing |
3 | Read-only analysis |
tdd-london-chicago |
2 | TDD school comparison |
Commands (9)
/aqe-analyze, /aqe-benchmark, /aqe-chaos, /aqe-costs, /aqe-execute, /aqe-fleet-status, /aqe-generate, /aqe-optimize, /aqe-report
MCP server
The plugin auto-registers the agentic-qe MCP server (via npx -y agentic-qe@latest mcp) when loaded — no separate claude mcp add needed.
Test locally
claude --plugin-dir ./plugins/agentic-qe-fleet
Then invoke an agent or skill, for example:
/aqe-fleet-status
Install from a marketplace
Once published, users install with:
/plugin marketplace add <org>/<repo>
/plugin install agentic-qe-fleet