sentinel-designlisted
Install: claude install-skill Habitat-Thinking/ai-literacy-superpowers
# Sentinel Design
Most agents in this plugin act on an artefact. The spec-writer edits a
spec, the tdd-agent writes tests, the integration-agent commits and
merges, the harness-gc rewrites stale documentation. Their object of
care is a thing in the repository, and you judge them by what they did
to that thing.
A **sentinel** is different. Its object of care is not the codebase, the
pipeline, or the harness — it is **the human**. A sentinel protects and
supports the understanding and judgement of the person in the workflow.
It informs, challenges, surfaces, or warns. It never fixes, writes,
merges, or decides.
> **Sentinel** — any agent whose primary purpose is to protect and
> support the understanding and judgement of the human in the workflow.
The category emerged organically. Four agents — the decision-discipline
triad (`carpaccio`, `advocatus-diaboli`, `choice-cartographer`) plus the
`reservoir-warden` — and later the `cost-estimator` were all built to
the same shape without anyone naming the shape. This skill names it, so
that the next one can be built deliberately rather than rediscovered.
## Why sentinels exist: the debts AI moves upstream
The category has a reason to exist, and it comes from Margaret-Anne
Storey's **triple-debt model** (*From Technical Debt to Cognitive and
Intent Debt: Rethinking Software Health in the Age of AI*, 2026;
arXiv:2603.22106, expanded in ACM Queue). Storey argues that generative
AI produces code faster than a team can comprehend it,