This skill exists because AI cannot write good western prose by
default. It produces something that looks like prose —
grammatical, organized, superficially tonal — but reads like
a summary of a book rather than a page from one.
The best western fiction was written by men and women who thought
in dust, iron, horse sweat, distance, and consequence. Their prose
is not decorated. It is built. Every sentence does a job: it
teaches a rule, grounds the world, or moves the reader closer to
the hand on the gun and the wind on the back of the neck.
This skill teaches you to match that standard, not approximate it.
It is long because the job is large. Read the index, then read
the modules you need. Do not skim and draft.
In addition to the workflow above, follow these triggers when
deciding which knowledge file to load before drafting:
These are hard. Violating any one disqualifies a draft from the
manuscript. They are the same rules expanded in
references/anti-ai-patterns.md; the short form lives here so
you cannot forget them.
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No mood without object. Every atmospheric sentence carries
a physical noun — body part, material, tool, terrain, weather.
"Danger lurked" is banned. "The heat rose off the hardpan
in visible waves" is allowed.
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No paragraph without a job. Before writing a paragraph,
name its job in one word: define, describe, distinguish, warn,
demonstrate, bridge, land. If you cannot name the job, do not
write the paragraph.
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No AI tells. Run the anti-AI pass for em-dash clusters,
rule-of-three, copula avoidance, elegant variation, negative
parallelisms ("not X. Y."), hedging stacks, sycophantic
qualifiers, filler phrases, generic positive endings.
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No synonym cycling. A revolver is a revolver. A horse is
a horse. The repeated noun is cleaner than elegant variation.
Game terms in particular never vary.
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No therapy, no corporate, no blog. The manuscript and the
fiction do not say meaningful, impactful, engage with, it's
worth noting, basically, in other words, this means that, the
key takeaway, journey, navigate, unpack, dive into, reach out,
landscape (as metaphor), space (as metaphor), resonate,
leverage, holistic, wellness. Full kill list in
anti-ai-patterns.md.
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End on weight. Sentences land on concrete nouns, bodily
consequence, hard verbs, or material fact. Trailing qualifiers
and abstract summaries at the end of a sentence are the most
reliable sign of generated text.
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Earn every adjective. One strong noun beats two modified
ones. The blade beats the sharp, gleaming blade. If an
adjective does not change what the reader pictures, cut it.
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No designer jargon in prose. Internal shorthand —
critical riders, proc, tuned, feature effects — does not
belong in manuscript prose. Replace with plain table-language.
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No safety scaffolding. Do not introduce sections labeled
GUARDRAILS, Content Warning, Safety Note, or any equivalent
inside fiction or manuscript. If a rule has edge cases, write
them as GM advice in one short sentence at the place the
concern actually arises.
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No anachronism of mind. Characters do not have modern
interiority. They do not "process" feelings, "set boundaries,"
"communicate," or "find closure." They feel shame, anger,
grief, lust, fear, hunger, thirst, the cold. They act on
those things or they swallow them. See
references/masculinity-and-code.md.
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No clean violence. A man shot in the lung does not die
quickly or quietly. A horse shot in the neck does not drop
like a curtain. The body is meat and the meat behaves like
meat. See knowledge/medicine-and-death.md.
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No noble savage, no flat villain, no town of stock parts.
The peoples of the West were not symbols. The widow keeps a
ledger. The Apache scout has children waiting at Cibecue. The
drunk outside the saloon was a sergeant at Antietam. See
knowledge/peoples-and-conflict.md.
The bible is long. The job is harder.