Agento11y Instrument

Sets up and instruments a developer's own LLM app or agent to send generations and agentic workflow to Grafana Agent Observability (the Agent Observability SDKs) — greenfield setup, fixing broken instrumentation, or filling gaps in existing instrumentation. Uses gcx for the parts a static prompt can't do: `gcx login` / `gcx cloud stacks` to find the stack, and `gcx agento11y agents|conversations|generations` to VERIFY that data actually lands — so it iterates (instrument → run → verify → fix) until generations arrive, not blindly. Reads the app's code, detects language/framework, classifies instrumentation state (none / partial / broken), then runs a fixed gap checklist whose #1 item is the silent failure no other prompt catches: the SDK emits OTel spans/metrics but never creates a TracerProvider/MeterProvider, so without them all metrics go to a no-op and are lost. Also checks agent_version (required for per-version Performance charts), set_result completeness, SYNC vs STREAM, parent_generation_ids DAG links, and workflow-step coverage. Recommends changes citing file:line and, only with explicit confirmation, applies minimal diffs that don't change app behavior. Pulls SDK reference from agento11y's llms.txt rather than restating it, and hands off to `agento11y-test-starter` once data flows. It does NOT write test suites or set up tenant evaluations, rules, or guards — offline test suites are `agento11y-test-starter`, tenant eval rules + guards are `agento11y-prod-setup`; does NOT install coding-agent telemetry plugins (that is llms.txt "Path A"); does NOT mint or store credentials or invent endpoints. Trigger on phrases like "instrument my app", "send my agent's traces to Grafana", "set up AI observability for my app", "my generations aren't showing up", "why is Performance empty", "add Agent Observability to my code", "fix my instrumentation".

mkdir -p ~/.claude/skills/agento11y-instrument
curl -L https://claudskills.com/skills/agento11y-instrument/SKILL.md \
  -o ~/.claude/skills/agento11y-instrument/SKILL.md

@misc{agento11y-instrument-2026,
  author    = {grafana},
  title     = {Agento11y Instrument [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/agento11y-instrument/}
}