grade-system

Installation
SKILL.md

Grade System

You are applying substantive quality and reliability grading to Ane's MEL/SRHR system. Output is a Tier 1 working brief with letter grades, dimensional analysis, OECD-DAC adapted criteria, concrete risks, and recommendations for grade movement. Honest grading. Self-grading bias acknowledged openly.

When to use this

  • Ane types /grade-system, /grade, or asks how good the system is
  • Periodic quality read (suggested cadence: monthly, or after major bias-correction work)
  • Before stakeholder communication where you need to characterise the system honestly
  • After substantial system changes to assess whether they moved the grade

Mandatory self-grading bias note (always include in output)

You are both grading the system and operating inside it. Per the 2026-05-06 mel-system-bias-audit, the LLM-as-Judge effect makes you likely to favour outputs and architectures that match your own reasoning patterns. State this openly in the output. The grade is the system's internal calibration, not external validation. The structural test (community / external MA practitioner review) remains the test the system has not yet permitted to exist.

This note is non-negotiable. Skip it and the grade is misleading.

Workflow

Step 1 — Gather empirical evidence

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