aep-calibrate

Installation
SKILL.md

Calibrate

Human alignment checkpoint. Agents build to spec, but specs are lossy compressions of human intent. This skill pauses execution, lets the human inspect what was built, and captures what "right" actually means in a format agents can consume.

Where this fits:

/aep-reflect (identified alignment gap)
  → /aep-calibrate           (Phase 1: generate dimension-specific brief)
  → human explores       (method varies by type — external tools, conversation, code review)
  → /aep-calibrate capture   (Phase 2: capture decisions into artifact)
  → /aep-dispatch            (stories dispatched with calibration context)

Session: Main, interactive with user Input: Calibration type + product definition from product/index.yaml (split mode) or product-context.yaml (v1 mode) + operational state from product-context.yaml Output: Calibration artifact (standalone or inline) + updated calibration.history


Installs
52
GitHub Stars
18
First Seen
Jun 4, 2026
aep-calibrate — memorysaver/agentic-engineering-patterns