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follow the skill spec: references/ not refs/, and namespaced subskill names

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- refs/ -> references/, the folder name the Agent Skills spec uses and the one
  Hermes skips when it walks for nested skills.
- rl and pinn declared name: rl and name: pinn, which are global names in a flat
  skill namespace. Now ml-debug-rl and ml-debug-pinn. They also called themselves
  sub-skills of 'ml-debugging', which is not this skill's name.
- Drop the dead link to SKILL_old.md. It moved into gitignored slop/, so the link
  was broken for anyone who cloned.
- Route references/llm_judge_litreview.md, the one reference SKILL.md never named.
- Description leads with the trigger situations. Hermes truncates it to 57 chars.

Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
This commit is contained in:
wassname
2026-08-27 09:59:01 +08:00
co-authored by Claudypoo
parent 739f846297
commit 3a58c54170
21 changed files with 47 additions and 45 deletions
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docs/candidate_quotes.md
+3 -3
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@@ -1,7 +1,7 @@
# Unused quotes from the ml-debug evidence cache
Mined from `/home/wassname/.agents/skills/ml-debug/docs/evidence/` (about 40 cached sources) and
`/home/wassname/.agents/skills/ml-debug/refs/`. Every quote here was checked against
`/home/wassname/.agents/skills/ml-debug/references/`. Every quote here was checked against
`/home/wassname/.agents/skills/ml-debug/README.md` and is not used there. Line numbers were
verified by grep on a distinctive substring; long source lines are single wrapped paragraphs, so
one line number can hold a long quote.
@@ -82,7 +82,7 @@ Why it lands: seed noise alone can clear a significance bar. So one A-versus-B g
Why it lands: turns "am I overconfident" into one answerable question with a calibration target, and points the next action at the least reliable step rather than the most interesting one.
## My Model of the Research Process (shared draft), as quoted in the skill's own topic note -- Neel Nanda
- file: /home/wassname/.agents/skills/ml-debug/refs/research_taste.md:134
- file: /home/wassname/.agents/skills/ml-debug/references/research_taste.md:134
- failure modes: 1, 3
- epistemic context: quoted from an unpublished Google Doc draft, so weaker provenance than the published posts by the same author.
@@ -224,7 +224,7 @@ Why it lands: two modes at once. Hypotheses 2 and 3 can be hypothesis 1 wearing
Why it lands: a symptom-to-cause table where every symptom has two or three candidates and only one of them is a learning rate. It is a ready-made hypothesis-2-and-3 generator for the moment the agent reaches for the knob.
## My Model of the Research Process (shared draft), as quoted in the skill's own topic note -- Neel Nanda
- file: /home/wassname/.agents/skills/ml-debug/refs/research_taste.md:120
- file: /home/wassname/.agents/skills/ml-debug/references/research_taste.md:120
- failure modes: 3
- epistemic context: unpublished draft quoted in a local topic note; weaker provenance than the published posts.