Document Writing
Principle expression
Primary: P16
Supporting: P01, P05, P07
Scope
Own one judgment: how should source-grounded meaning become a document that
this writer can truthfully address to this reader, in this situation, so the
reader can understand, decide, or act?
Treat “AI flavor” as an observed failure, not a genre or a banned-word problem.
Recover the missing relation before editing its symptoms. A list, heading,
short sentence, formal word, or em dash may be right in one document and wrong
in another.
Use a host Sequence and matching interpretations when present. Otherwise use
the read-only fallback in references/sequence.md. Read only P16, P01, P05,
and P07 for this skill's stable lineage.
Start
Recover the smallest writing situation that changes the draft:
Deliverable and authorized edit depth:
Source facts, claims, and protected wording:
Writer and accountable point of view:
Reader, prior knowledge, and relation to the writer:
Why this document exists now:
Change it should produce in the reader:
Medium, genre, length, language, and publication constraints:
Closest useful voice sample, if the user supplied one:
Infer low-risk details from the actual artifact and request. Ask only when a
missing answer would materially change the document. For a short local edit,
do not force a writing brief or expose this packet to the user.
Read references/concepts.md only when the writing relation or movement is
unclear, sources must be reconstituted across several documents, a structural
rewrite is required, “AI味” has survived an ordinary revision, or voice is
disputed. Skip it when the source, reader, purpose, and document shape are
already explicit, even if the finished document is long.
Core method
- Bound what may be said. Read the full source needed for the requested
scope. Before drafting, classify the relevant material internally as
publishable proposition, attributed judgment, constraint-only instruction,
or unknown. A prohibition constrains the draft; it is not itself a fact to
print. Map each reader question the brief requires to a publishable source
proposition. Preserve negation,
modality, scope, causality, chronology, attribution, uncertainty, names,
numbers, citations, and defined terms. Preserve absences too: do not complete
a missing year, actor, unit, cause, motive, comparison, or project state.
Compare the requested reader questions with the source: if the user asks for
“why,” a benefit, an assurance, or a conclusion the source cannot establish,
do not answer it from temporal adjacency or a plausible project intention.
Use the nearest supported relation, disclose the gap, or ask when it changes
the deliverable. Let the density of distinct publishable propositions and
relations constrain the supported scope and length. Explanation may unfold a
supported relation, but paraphrase, repetition, and plausible extrapolation
do not create more material. When the requested length exceeds what the
source can sustain, research or ask only when authorized; otherwise narrow
the question or deliver a shorter truthful document.
- Recover the writing relation. Name who is speaking to whom, why now, and
what should be different after reading. Replace the generic
assistant-to-any-user relation with the artifact's actual relation. This
decides register, explanation depth, stance, courtesy, and whether the
reader needs prose, headings, a table, or a list.
- Find the document's movement. State the controlling relation in one
sentence, then choose a spine the material can support: answer to reason,
concrete observation to explanation to consequence, problem to mechanism to
decision, chronology, comparison, or procedure. Do not create independent
topic buckets merely because the source contains several categories.
- Draft positively. Write from the source boundary, relation, and movement.
Let paragraphs depend on one another through cause, contrast, reference,
qualification, example, or consequence. Use the reader's needed terms.
When voice matching was requested, prefer explicit user guidance and the
closest same-medium samples; imitate relevant choices, not quirks or a
universal personality profile.
- Revise in causal order.
- Truth: compare each material claim and implication with its source.
- Whole: verify that the opening, movement, emphasis, and ending produce
the intended reader change.
- Paragraph: identify the new proposition, relation, distinction,
action, or consequence each paragraph contributes. Merge, delete, or
reorder paragraphs that only restate earlier material; remove catalog
sections, repeated premises, fake transitions, and freely reorderable
blocks. When the draft appears inflated, remove a substantial passage and
compare the result. Keep the compression when source-supported meaning,
necessary qualification, and the reader's next action remain intact.
- Sentence: restore actors, exact verbs, warranted confidence, reference,
and varied syntax where the relation requires it.
- Surface: only now inspect clusters of model habits such as excessive
headings, list-shaped prose, repeated contrast formulas, slogans,
ceremony, uniform cadence, or unsupported friendliness.
- Deliver the document, not the workshop. Edit the target file when
authorized. Otherwise return publication-ready prose. Include an audit,
rationale, or alternatives only when requested or when an unresolved source
conflict prevents a truthful final document.
Model and voice boundary
Treat the model label as a clue, never as the diagnosis. Observe the actual
draft: one execution may over-format, another may ignore the requested
language, and another may create persuasive but unsupported connective claims.
Correct the observed failure without growing a universal blacklist.
Do not build a persistent personal voice profile unless repeated cross-document
work and user evidence establish that need. One supplied sample licenses
task-local imitation only. Never fabricate roughness, inconsistency, opinions,
anecdotes, or self-correction to simulate a human author.
Boundaries
- Preserve information while changing expression; do not silently turn
may
into will, association into causation, or an attributed claim into fact.
- Do not ban a surface form globally. Use pattern clusters as late diagnostic
evidence and keep forms that serve the medium.
- Do not turn every document into continuous prose. Reference material,
procedures, release notes, and comparison tasks may genuinely require
independently scannable structure.
- Route shared naming and operative definitions to
naming-and-articulation;
route visual hierarchy and document presentation to visual-design.
- Do not claim that polished prose is human-authored or that a detector score
establishes authorship.
Completion standard
The document is ready when its material claims remain source-supported; its
writer, reader, situation, and intended change are legible in the choices it
makes; its parts form one useful movement rather than a catalog; its medium
supports the reader's action; and a final pass finds no dominant accidental
model pattern. A semantic reviewer may judge whether the expression is right,
but only the authorized human or owning process accepts consequential content.
1---2name: document-writing3description: Write, rewrite, or audit truthful prose for a real document, reader, and purpose without reducing quality to an anti-AI phrase list. Use for READMEs, design and decision documents, reports, explainers, guides, essays, internal notes, public project copy, or requests such as "write this document", "rewrite this README", "make this sound less AI-generated", "好好表达", "去 AI 味", "改写文档", and "这段话写得不像人". Do not use for choosing a shared name, visual layout, literal transcription, or mechanical formatting.4---56# Document Writing78## Principle expression910**Primary:** P1611**Supporting:** P01, P05, P071213## Scope1415Own one judgment: **how should source-grounded meaning become a document that16this writer can truthfully address to this reader, in this situation, so the17reader can understand, decide, or act?**1819Treat “AI flavor” as an observed failure, not a genre or a banned-word problem.20Recover the missing relation before editing its symptoms. A list, heading,21short sentence, formal word, or em dash may be right in one document and wrong22in another.2324Use a host Sequence and matching interpretations when present. Otherwise use25the read-only fallback in `references/sequence.md`. Read only P16, P01, P05,26and P07 for this skill's stable lineage.2728## Start2930Recover the smallest writing situation that changes the draft:3132```text33Deliverable and authorized edit depth:34Source facts, claims, and protected wording:35Writer and accountable point of view:36Reader, prior knowledge, and relation to the writer:37Why this document exists now:38Change it should produce in the reader:39Medium, genre, length, language, and publication constraints:40Closest useful voice sample, if the user supplied one:41```4243Infer low-risk details from the actual artifact and request. Ask only when a44missing answer would materially change the document. For a short local edit,45do not force a writing brief or expose this packet to the user.4647Read `references/concepts.md` only when the writing relation or movement is48unclear, sources must be reconstituted across several documents, a structural49rewrite is required, “AI味” has survived an ordinary revision, or voice is50disputed. Skip it when the source, reader, purpose, and document shape are51already explicit, even if the finished document is long.5253## Core method54551. **Bound what may be said.** Read the full source needed for the requested56 scope. Before drafting, classify the relevant material internally as57 publishable proposition, attributed judgment, constraint-only instruction,58 or unknown. A prohibition constrains the draft; it is not itself a fact to59 print. Map each reader question the brief requires to a publishable source60 proposition. Preserve negation,61 modality, scope, causality, chronology, attribution, uncertainty, names,62 numbers, citations, and defined terms. Preserve absences too: do not complete63 a missing year, actor, unit, cause, motive, comparison, or project state.64 Compare the requested reader questions with the source: if the user asks for65 “why,” a benefit, an assurance, or a conclusion the source cannot establish,66 do not answer it from temporal adjacency or a plausible project intention.67 Use the nearest supported relation, disclose the gap, or ask when it changes68 the deliverable. Let the density of distinct publishable propositions and69 relations constrain the supported scope and length. Explanation may unfold a70 supported relation, but paraphrase, repetition, and plausible extrapolation71 do not create more material. When the requested length exceeds what the72 source can sustain, research or ask only when authorized; otherwise narrow73 the question or deliver a shorter truthful document.742. **Recover the writing relation.** Name who is speaking to whom, why now, and75 what should be different after reading. Replace the generic76 assistant-to-any-user relation with the artifact's actual relation. This77 decides register, explanation depth, stance, courtesy, and whether the78 reader needs prose, headings, a table, or a list.793. **Find the document's movement.** State the controlling relation in one80 sentence, then choose a spine the material can support: answer to reason,81 concrete observation to explanation to consequence, problem to mechanism to82 decision, chronology, comparison, or procedure. Do not create independent83 topic buckets merely because the source contains several categories.844. **Draft positively.** Write from the source boundary, relation, and movement.85 Let paragraphs depend on one another through cause, contrast, reference,86 qualification, example, or consequence. Use the reader's needed terms.87 When voice matching was requested, prefer explicit user guidance and the88 closest same-medium samples; imitate relevant choices, not quirks or a89 universal personality profile.905. **Revise in causal order.**91 - **Truth:** compare each material claim and implication with its source.92 - **Whole:** verify that the opening, movement, emphasis, and ending produce93 the intended reader change.94 - **Paragraph:** identify the new proposition, relation, distinction,95 action, or consequence each paragraph contributes. Merge, delete, or96 reorder paragraphs that only restate earlier material; remove catalog97 sections, repeated premises, fake transitions, and freely reorderable98 blocks. When the draft appears inflated, remove a substantial passage and99 compare the result. Keep the compression when source-supported meaning,100 necessary qualification, and the reader's next action remain intact.101 - **Sentence:** restore actors, exact verbs, warranted confidence, reference,102 and varied syntax where the relation requires it.103 - **Surface:** only now inspect clusters of model habits such as excessive104 headings, list-shaped prose, repeated contrast formulas, slogans,105 ceremony, uniform cadence, or unsupported friendliness.1066. **Deliver the document, not the workshop.** Edit the target file when107 authorized. Otherwise return publication-ready prose. Include an audit,108 rationale, or alternatives only when requested or when an unresolved source109 conflict prevents a truthful final document.110111## Model and voice boundary112113Treat the model label as a clue, never as the diagnosis. Observe the actual114draft: one execution may over-format, another may ignore the requested115language, and another may create persuasive but unsupported connective claims.116Correct the observed failure without growing a universal blacklist.117118Do not build a persistent personal voice profile unless repeated cross-document119work and user evidence establish that need. One supplied sample licenses120task-local imitation only. Never fabricate roughness, inconsistency, opinions,121anecdotes, or self-correction to simulate a human author.122123## Boundaries124125- Preserve information while changing expression; do not silently turn `may`126 into `will`, association into causation, or an attributed claim into fact.127- Do not ban a surface form globally. Use pattern clusters as late diagnostic128 evidence and keep forms that serve the medium.129- Do not turn every document into continuous prose. Reference material,130 procedures, release notes, and comparison tasks may genuinely require131 independently scannable structure.132- Route shared naming and operative definitions to `naming-and-articulation`;133 route visual hierarchy and document presentation to `visual-design`.134- Do not claim that polished prose is human-authored or that a detector score135 establishes authorship.136137## Completion standard138139The document is ready when its material claims remain source-supported; its140writer, reader, situation, and intended change are legible in the choices it141makes; its parts form one useful movement rather than a catalog; its medium142supports the reader's action; and a final pass finds no dominant accidental143model pattern. A semantic reviewer may judge whether the expression is right,144but only the authorized human or owning process accepts consequential content.