The useful question is not whether an AI coding agent can read an OpenSkills README.
The useful question is whether the agent can tell the difference between:
- what the upstream OpenSkills project actually provides;
- what an independent Doramagic resource pack adds;
- what the current host still needs to verify before acting.
That boundary matters because coding agents often fail by turning inference into a claim. A resource pack should reduce that behavior, not hide it behind a better prompt.
A practical OpenSkills AI context pack should give the host:
- a source map;
- host instructions for Codex, Claude Code, Cursor, or Aider;
- a prompt preview;
- a pitfall log;
- a smoke check or eval;
- a boundary card;
- a human manual;
- a test log;
- a feedback path.
One minimal acceptance check:
Task: explain how an OpenSkills-style capability asset should be moved into another AI host.
Pass: the answer separates upstream behavior, Doramagic's independent context pack, and host-specific assumptions.
Fail: the answer implies Doramagic is the official OpenSkills release or skips source boundaries.
The point is not to make the workflow heavier. The point is to make the agent stop guessing earlier.
Doramagic pack:
https://github.com/tangweigang-jpg/doramagic-openskills-pack
This is an independent Doramagic resource pack. It is not an official upstream project release unless the upstream project says so.
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