harness-observabilitylisted
Install: claude install-skill Habitat-Thinking/ai-literacy-superpowers
# Harness Observability
Harness observability is the measurement layer that makes context
engineering, architectural constraints, and garbage collection
evidence-based rather than intuition-based. Without it, a harness is
infrastructure you hope works. With it, you know.
This skill covers four layers of observability, each answering a
different question at a different timescale.
This skill does not cover CI workflow configuration (middle loop),
individual constraint design, or garbage collection rule authoring —
those belong to their respective skills. It covers how to observe
whether those mechanisms are operating effectively.
For the snapshot schema and field definitions, consult
`references/snapshot-format.md`. The snapshot includes a Diaboli panel
(after Session Quality, before Operational Cadence) that surfaces
advocatus-diaboli activity as descriptive stats across all objection records.
## The Four Layers
| Layer | Question | Timescale | Consumer |
| ------- | ---------- | ----------- | ---------- |
| Operational Cadence | "Is the harness running?" | Session / weekly / quarterly | Developer in session |
| Trend Visibility | "How has the harness changed?" | Weekly / quarterly | Team over time |
| Telemetry Export | "Can I visualise this externally?" | Continuous | External dashboards |
| Meta-Observability | "Is the observability itself working?" | Quarterly | Agents + team |
## Layer 1: Operational Cadence
The harness has mechanisms — audit, GC, reflection, muta