uFawkesObs

DORA metric queries for uFawkesObs: PromQL expressions for deployment frequency, lead time, change failure rate, and FDRT sourced from deployment spans processed by the OTel Collector. Load when writing DORA dashboards or interpreting DORA metric data in Prometheus.

Complete uFawkesObs stack reference: service versions, port map, config file locations, Docker Compose operations, and signal flow. Load when configuring, troubleshooting, or extending the uFawkesObs stack.

OpenTelemetry Collector configuration rules for uFawkesObs. Covers pipeline anatomy, common wiring errors, and the specific constraints of the Docker Compose deployment.

Prometheus alert rule patterns and Alertmanager routing config for uFawkesObs. Load when writing new alert rules, tuning thresholds, or configuring Alertmanager receivers.

Grafana Alloy River configuration syntax reference for uFawkesObs. Covers the River DSL, Docker container log discovery, label manipulation, and hot-reload compatibility constraints.

Grafana dashboard JSON patterns, PromQL/LogQL/TraceQL query templates, panel types, and provisioning conventions for uFawkesObs dashboards/. Load when creating or modifying Grafana dashboards.

Grafana dashboard JSON and provisioning configuration rules for uFawkesObs. Covers UID-based datasource references, provisioning file structure, and dashboard JSON conventions.

Shell/Bash and Makefile toolchain: shellcheck, shfmt, make targets, bash 3.2 compatibility rules. Use when writing or reviewing shell scripts, Makefiles, or bash automation in the fawkes scripts/ directory.

OpenTelemetry semantic convention reference for uFawkesObs, focused on gen_ai.* metric and span attribute namespace for AI observability (Wave 5).

PromQL correctness rules for uFawkesObs. Covers the specific failure modes that agents without this skill consistently produce: missing absent() guards, rate() on gauges, missing or vector(0), and irate() in recording rules.