goga-brainstorm-contracts-annotations

SkillDev tools

Writing annotations at all levels for a single cell in the brainstorm contracts pipeline

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the goga-brainstorm-contracts-annotations skill

What this skill tells your AI

The instructions your AI receives, as published by qarium/goga in goga/assets/skills/goga-brainstorm-contracts-annotations/SKILL.md and read by ahel’s review.

Algorithm

Write the implementation instructions for the given cell. Process every annotation target in order — cell header, then each Entity/Routine, then each method/property — and for each one:

  1. Determine the level: global (cell header), type-level (per Entity/Routine), or member-level (per method/property). The level selects the content — see goga-cookbook "When to write annotations". The global level additionally includes the base annotations from goga-codemanifest-base (the contract must comply with their constraints).

  2. Decide what content the annotation needs. Do not invent content — derive it:

    • From [TYPE_DETAIL_REPORT] — responsibility, signature (params and return), methods/properties, interactions.
    • From the usages-inline result — the connected Usages keys; place each on the level where the practice applies.
    • From goga-cookbook ("Why") — the content categories that fit the level.
  3. Write the annotation by goga-cookbook Annotations writing standard (elements, the Algorithm: placement rule), references, and the sufficiency criterion: if not sufficient for implementation, add the missing element (Algorithm: / Requirements: / Constraints:).

  4. Verify against goga-cookbook Annotations — references resolve, no cross-level duplication, no implementation details.

Signals

GitHub stars
29
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
goga-brainstorm-contracts-annotations
Source
github.com/qarium/goga