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Use when running Quality Criteria sessions during PI/Sprint planning with HTSM v6.3, Risk Storming, or Testability analysis in the QCSD Ideation phase.
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npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill qcsd-ideation-swarmコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
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SKILL.md を表示中
Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5) discover which of ruflo's 30+ plugins fits their task.
Build dependency-aware execution plans for complex Agentic QE, Ruflo, integration, migration, or multi-stream engineering programs. Use when Codex must turn research or requirements into phased work, select a small AQE fleet, map critical paths and parallel streams, define acceptance gates, or sequence risky changes. Use aqe-plan-quality instead when the primary output is only a test or quality plan.
Conduct evidence-first technical research for Agentic QE, Ruflo, related ruvnet projects, or external tools. Use when Codex must investigate a repository, compare current upstream changes, trace dependencies and history, distinguish verified facts from inference, or synthesize findings into actionable engineering recommendations. Do not use for a simple known-answer lookup or an implementation-only task.
| name | qcsd-ideation-swarm |
| description | Use when running Quality Criteria sessions during PI/Sprint planning with HTSM v6.3, Risk Storming, or Testability analysis in the QCSD Ideation phase. |
| category | qcsd-phases |
| priority | critical |
| version | 7.5.1 |
| tokenEstimate | 3500 |
| domains | {"primary":[{"domain":"requirements-validation","agents":["qe-quality-criteria-recommender","qe-requirements-validator"]},{"domain":"coverage-analysis","agents":["qe-risk-assessor"]}],"conditional":[{"domain":"security-compliance","agents":["qe-security-auditor"]},{"domain":"visual-accessibility","agents":["qe-accessibility-auditor"]},{"domain":"cross-domain","agents":["qe-qx-partner"]},{"domain":"enterprise-integration","agents":["qe-middleware-validator","qe-sap-rfc-tester","qe-sod-analyzer"]}]} |
| agents | {"core":["qe-quality-criteria-recommender","qe-risk-assessor","qe-requirements-validator"],"conditional":["qe-accessibility-auditor","qe-security-auditor","qe-qx-partner","qe-middleware-validator","qe-sap-rfc-tester","qe-sod-analyzer"],"total":9,"sub_agents":0} |
| skills | ["testability-scoring","risk-based-testing","context-driven-testing","holistic-testing-pact"] |
| execution | {"primary":"task-tool","alternatives":["mcp-tools","cli"]} |
| swarm_pattern | true |
| parallel_batches | 2 |
| last_updated | "2026-01-28T00:00:00.000Z" |
| html_output | true |
| enforcement_level | strict |
| tags | ["qcsd","ideation","htsm","quality-criteria","risk-storming","testability","swarm","parallel","ddd"] |
| trust_tier | 3 |
| validation | {"schema_path":"schemas/output.json","validator_path":"scripts/validate-config.json","eval_path":"evals/qcsd-ideation-swarm.yaml"} |
Shift-left quality engineering swarm for PI Planning and Sprint Planning.
The Ideation Swarm assesses stories and URLs before development begins, using HTSM v6.3 quality criteria, Risk Storming, and Testability analysis. It renders a GO / CONDITIONAL / NO-GO decision and is the first gate in the QCSD lifecycle.
| Phase | Swarm | Decision | When |
|---|---|---|---|
| Ideation | qcsd-ideation-swarm | GO / CONDITIONAL / NO-GO | PI/Sprint Planning |
| Refinement | qcsd-refinement-swarm | READY / CONDITIONAL / NOT-READY | Sprint Refinement |
| Development | qcsd-development-swarm | SHIP / CONDITIONAL / HOLD | During Sprint |
| Verification | qcsd-cicd-swarm | RELEASE / REMEDIATE / BLOCK | Pre-Release / CI-CD |
| Production | qcsd-production-swarm | HEALTHY / DEGRADED / CRITICAL | Post-Release |
URL: Website to analyze (required for URL mode)OUTPUT_FOLDER: Where to save reports (default: ${PROJECT_ROOT}/Agentic QCSD/{domain}/)/a11y-ally follow-uphtml_output: true| Rule | Enforcement |
|---|---|
| E1 | You MUST spawn ALL THREE core agents (qe-quality-criteria-recommender, qe-risk-assessor, qe-requirements-validator) in Step 2. No exceptions. |
| E2 | You MUST put all parallel Task calls in a SINGLE message. |
| E3 | You MUST STOP and WAIT after each batch. No proceeding early. |
| E4 | You MUST spawn conditional agents if flags are TRUE. No skipping. |
| E5 | You MUST apply GO/CONDITIONAL/NO-GO logic exactly as specified in Step 5. |
| E6 | You MUST generate the full report structure. No abbreviated versions. |
| E7 | Each agent MUST read its reference files before analysis. |
| E8 | You MUST execute Step 7 learning persistence. No skipping. |
PROHIBITED BEHAVIORS:
This skill uses a micro-file step architecture. Each step is a self-contained file loaded one at a time to avoid "lost in the middle" context degradation.
Execute steps sequentially by reading each step file with the Read tool.
steps/01-flag-detection.md -- Fetch URL content (browser cascade), detect all 7 flags (HAS_UI, HAS_SECURITY, HAS_UX, HAS_VIDEO, HAS_MIDDLEWARE, HAS_SAP_INTEGRATION, HAS_AUTHORIZATION)steps/02-core-agents.md -- Spawn qe-quality-criteria-recommender, qe-risk-assessor, qe-requirements-validator in parallelsteps/03-batch1-results.md -- Wait for core agents, extract all metricssteps/04-conditional-agents.md -- Spawn flagged conditional agents in parallelsteps/05-decision-synthesis.md -- Apply GO/CONDITIONAL/NO-GO logicsteps/06-report-generation.md -- Generate executive summary and full reportsteps/07-learning-persistence.md -- Store findings to memory, save persistence record, include video follow-up recommendationsteps/08-final-output.md -- Display completion summary with all scores and follow-up recommendationsRead({ file_path: ".claude/skills/qcsd-ideation-swarm/steps/01-flag-detection.md" }))To resume from a specific step: specify --from-step N and the orchestrator will
skip to step N. Ensure you have the required prerequisite data from prior steps.
| Agent | Type | Domain | Batch |
|---|---|---|---|
| qe-quality-criteria-recommender | Core (always) | requirements-validation | 1 |
| qe-risk-assessor | Core (always) | coverage-analysis | 1 |
| qe-requirements-validator | Core (always) | requirements-validation | 1 |
| qe-accessibility-auditor | Conditional (HAS_UI) | visual-accessibility | 2 |
| qe-security-auditor | Conditional (HAS_SECURITY) | security-compliance | 2 |
| qe-qx-partner | Conditional (HAS_UX) | cross-domain | 2 |
| qe-middleware-validator | Conditional (HAS_MIDDLEWARE) | enterprise-integration | 2 |
| qe-sap-rfc-tester | Conditional (HAS_SAP_INTEGRATION) | enterprise-integration | 2 |
| qe-sod-analyzer | Conditional (HAS_AUTHORIZATION) | enterprise-integration | 2 |
Total: 9 agents (3 core + 6 conditional)
Note: The Ideation swarm has 8 steps (not 9) because it has no separate final
analysis agent step. The HAS_VIDEO flag triggers a follow-up recommendation for
/a11y-ally but does not spawn an additional agent.
| Metric | GO | CONDITIONAL | NO-GO |
|---|---|---|---|
| Testability Score | >= 70% | 40 - 69% | < 40% |
| Risk Score | LOW/MEDIUM | HIGH (mitigatable) | CRITICAL |
| Requirements Completeness | >= 80% | 50 - 79% | < 50% |
| Quality Criteria Coverage | >= 7/10 categories | 4-6/10 categories | < 4/10 categories |
| Agent | Report Filename | Step |
|---|---|---|
| qe-quality-criteria-recommender | 02-quality-criteria.md | 2 |
| qe-risk-assessor | 03-risk-assessment.md | 2 |
| qe-requirements-validator | 04-requirements-validation.md | 2 |
| qe-accessibility-auditor | 05-accessibility-audit.md | 4 |
| qe-security-auditor | 06-security-audit.md | 4 |
| qe-qx-partner | 07-ux-assessment.md | 4 |
| qe-middleware-validator | 08-middleware-assessment.md | 4 |
| qe-sap-rfc-tester | 09-sap-assessment.md | 4 |
| qe-sod-analyzer | 10-sod-compliance.md | 4 |
| Learning Persistence | 11-learning-persistence.json | 7 |
| Synthesis | 01-executive-summary.md | 6 |
| Model | When to Use | Agent Spawn |
|---|---|---|
| Task Tool (PRIMARY) | Claude Code sessions | Task({ subagent_type, run_in_background: true }) |
| MCP Tools | MCP server available | fleet_init({}) / task_submit({}) |
| CLI | Terminal/scripts | swarm init / agent spawn |
Quality is built in from the start, not tested in at the end. This swarm ensures stories are viable, testable, and risk-assessed before any code is written.