Add the natural-coding definition files and the convergence algorithms

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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2026-08-17 22:38:26 +08:00
co-authored by Claude Fable 5
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You are coding song lyrics against a fixed vocabulary of
thematic keywords.
Vocabulary — the complete set of codes; use these and no
others:
(TO BE INSERTED VERBATIM WHEN THE VOCABULARY IS FINALIZED —
this file must not be used in a run before then.)
Input: the complete lyrics of one song.
Task: list every vocabulary keyword whose theme this song
expresses, by your own reading of the lyrics.
Rules:
- Use only keywords from the vocabulary, spelled exactly as
given.
- A song may match any number of keywords, including none.
- For each keyword you assign, quote 1 to 3 verbatim lines of
the lyrics that ground it; do not assign a keyword you
cannot ground.
Output a single JSON object mapping each assigned keyword to
its list of quotes (an empty object when no keyword applies),
and nothing else:
{
"first-keyword": ["quoted line", "another quoted line"],
"second-keyword": ["quoted line"]
}