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ml-debug/AGENTS.md
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2026-06-25 10:31:39 +08:00

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# Local Instructions
## Quote-first evidence
When adding evidence or appendix material for this skill, prefer the expert's
own words over assistant synthesis. These sources are high-level SME material,
often above current frontier LLM taste and more diverse than model priors.
Quoting them is grounding data; rewording them injects assistant bias.
- Use generous quote blocks, usually 2-3 sentences or a full paragraph.
- Preserve the author's paragraph flow. Do not insert blank blockquote lines
between sentences from the same paragraph; it makes expert prose harder to
read and adds fake structure.
- Keep editorial text sparse and mostly for routing: why this source is here,
when to read it, and what local file it supports.
- Do not atomize useful source material into tiny one-line quotes when a longer
block preserves the author's reasoning.
- Put lower-relevance sources in "See also" rather than forcing a synthetic
narrative around them.
- In `SKILL.md`, link to reference docs like `refs/research_taste.md` instead
of copying a long assistant-written summary.