qyl

Audit qyl for compatibility drift, plane violations, generator/runtime mismatches, workflow-shape problems, policy gaps, and migration blockers

Launch Carlini-style agent team for qyl development (8 agents, parallel, autonomous)

Orchestrate qyl observability team — 1 Opus captain + 4 Sonnet specialists in parallel

qyl observability captain. Pre-reads otelwiki bundled semconv docs, creates team, dispatches specialists with pre-assembled context, coordinates cross-pollination, synthesizes final output. Orchestrator for /qyl:observe.

qyl collector specialist. Owns src/qyl.collector/ — OTLP ingestion (gRPC 4317 / HTTP 4318), DuckDB 1.5.0 storage, REST API (:5100), SSE streaming, data retention. Knows OtlpConverter, DuckDbStore, ON CONFLICT upsert, schema migrations.

qyl dashboard specialist. Owns src/qyl.dashboard/ — React 19, Vite 7, Tailwind CSS 4, Base UI 1.3.0 primitives. TanStack Table+Query, ECharts 6, lucide-react. TypeScript strict. Types from openapi.yaml via openapi-typescript. NEVER Radix/shadcn.

qyl documentation agent. Keeps CHANGELOG.md accurate, maintains docs/ and specs/, writes ADRs in specs/decisions/. Ensures PROGRESS.md reflects reality. Verifies specs match actual code — if drift detected, updates spec not code.

OTel GenAI semantic conventions specialist. Knows gen_ai.system, gen_ai.request.model, gen_ai.usage.*, gen_ai.operation.name, gen_ai.agent.*, gen_ai.tool.* attributes. ActivitySources: qyl.genai, qyl.agent. Ensures MAF OpenTelemetryAgent follows semconv 1.40.

qyl general-purpose agent. Picks highest-impact unlocked work. Handles qyl.contracts (BCL-only), qyl.instrumentation (runtime SDK), core/ (TypeSpec schemas), eng/ (NUKE 10.1.0, MSBuild props). 3 instances run in parallel.

qyl Roslyn source generator specialist. Owns qyl.instrumentation.generators and qyl.collector.storage.generators. IIncrementalGenerator only, ForAttributeWithMetadataName, value-equatable models, raw strings over SyntaxFactory. OTel GenAI semconv 1.40.

qyl integration specialist. Owns src/qyl.mcp/ (ModelContextProtocol 1.1.0) and src/qyl.loom/ (standalone Exe, HTTP-only to collector). MAF hosted pattern: AddAIAgent(), IHostedAgentBuilder, MapAGUI(). Microsoft.Agents.AI packages.

qyl code quality agent. Reviews other agents' work, deduplicates code, refactors structure, enforces conventions and banned patterns. Reads everything, edits anything that needs cleanup.

qyl test engineer. Owns tests/ — xUnit v3 + MTP (NOT VSTest). Playwright E2E from src/qyl.dashboard/. Generator tests via ANcpLua.Roslyn.Utilities. Quality gate. Fast mode: 10% deterministic sample seeded by CLAUDE_SESSION_ID.

Audit qyl for compatibility drift, plane violations, generator/runtime mismatches, workflow-shape problems, policy gaps, and migration blockers by inspecting the repo directly.

Governing authority for the qyl platform — a compile-time OS for agent workflows. Encodes the Loom compiler architecture, 7 bounded subsystems, MAF execution model, AIFunctionFactoryOptions bridge, and architectural invariants. Any AI agent working on qyl must follow this skill.

3 hooks across 3 events