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Get Started Free →[omh] Hermes UltraQA workflow: adversarial QA and fix loops. Use when the user says: ultraqa, adversarial qa, hostile scenarios, e2e qa, real-world qa, qa scenario, release qa, 장애 상황.
.claude/skills/rlaope-ulw-qa/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | -23% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 62% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 179% | 0% |
| case-18 | ✗→✓ | ▲ Improved | 93% | 0% |
| case-20 | ✗→✓ | ▲ Improved | 45% | 0% |
This is a Hermes-native ultraqa workflow skill.
ultraqa exists to keep verification work explicit, evidence-backed, and inside the Hermes/executor boundary instead of relying on ad hoc chat narration.
Good example:
Bad example:
ultraqa.idea-to-deploy, cto-loop, deploy-and-monitor, code-review, build-failure-triage, verification-gate, security-safety-review, ultrawork, +6 more) - coding owners, handoffs, review, CI, and merge evidence.oh-my-hermes or name the adjacent workflow.omh-routing/references/skill-common-rail.md.Use when the task needs adversarial test scenarios, verification, and fix loops.
Strong routing signals: ultraqa, $ultraqa, adversarial qa, hostile scenarios, e2e qa, real-world qa, qa scenario, release qa, 장애 상황, 쿠버네티스 장애, 적절히 진단, 검증 체크리스트, 릴리즈 전 gate
Category: verification Phase: qa Hermes role: reviewer Quality tier: scenario-gated Reasoning demand: standard
Quality bar:
hermes_coding_harness/v1 before saying build, verification, review, docs, or PR-prep evidence exists.Handoff policy:
Hermes can design scenarios and report observed results; code fixes discovered by QA should become selected executor/runtime handoffs.
Required inputs:
Expected outputs:
Artifact expectations:
Safety rules:
Preferred harness for this skill: qa-specialist.
shomh runtime record --skill ultraqa --harness qa-specialist --status started
Record observed delegation results; otherwise return not_available or not_observed. Prepared OMH routing is not execution, review, CI, merge-readiness, or merge evidence.
memory_review_card/v1 or handoff_context_pack/v1, treat it as reviewed OMH-local or wrapper-supplied context only. Use conflict-free context summaries to shape plans and handoffs, but do not claim Hermes internal memory was read or changed.Preserve workflow intent and stop conditions; verify before claiming completion.
Use Hermes-native subagent/delegation features when available: native subagents -> Hermes delegation when available, otherwise sequential lanes.
Shared product, compatibility, topology, memory, harness, and execution rules: omh-routing/references/skill-common-rail.md. Load it when applicable; otherwise name an unavailable capability.
Other measured skills in the registry, with their headline benchmark lift.