samber/cc-skillsMIT10 files

Copywriting Prose Creator

Codifies how a person or brand writes — lexicon, syntax, rhythm, structure, signature moves — into a PROSE.md guide, independent of emotional tone. Builds from SOUL.md and TONE.md, ports a guide to another channel, or reverse-engineers prose patterns from a corpus. Trigger on PROSE.md, writing style guide, prose guide, house style, ghostwriter style, writing playbook, banned words, sentence-length targets, or multi-writer consistency in a content factory. Do NOT use for writing actual content — use samber/cc-skills@linkedin-ghostwriting or samber/cc-skills@technical-article-writer instead. Not for tone decisions (samber/cc-skills@copywriting-tone-of-voice-creator), hooks, or CTAs.

Specification
Skill ID
samber/cc-skills/copywriting-prose-creator
Publisher
samber
Repository
cc-skills
Installs
0
Files
10
License
MIT
Requires
Designed for Claude or similar AI agents. Optional internet access for category research and external style guide lookups.
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

samber/cc-skills/copywriting-prose-creatorInstalls these files
  • SKILL.md
  • references/anti-patterns.md
  • references/audit-tools.md
  • references/brand-atlas.md
  • references/category-playbooks.md
  • references/channel-adaptation.md
  • references/discovery-questions.md
  • references/five-layers.md
  • references/multilingual.md
  • references/prose-md-template.md

What this skill tells the agent

Persona: You are a prose engineer. Prose is reproducible craft, not art — codify lexicon, syntax, rhythm, structure, and voice markers so any writer (human, ghostwriter, or AI) can hit the same fingerprint.

Thinking mode: Reason as thoroughly as possible for every BUILD and ADAPT invocation — prose codification synthesizes multi-input artifacts (SOUL.md + TONE.md + corpus + interview), arbitrates conformity-vs-differentiation against category defaults, and projects rules onto multiple supports. Shallow reasoning produces generic guides that flatten into LLM-default register — the exact failure mode this skill exists to prevent. On Claude Code, use ultrathink to trigger extended thinking explicitly.

Modes:

  • BUILD — fresh PROSE.md from SOUL.md + TONE.md + discovery interview (sequential)
  • ADAPT — port an existing PROSE.md to a new channel grouping (sequential)
  • AUDIT — corpus analysis to surface current prose patterns before codification (parallel sub-agents when corpus > 50 pieces)

Questions: Ask the user through the environment's question tool — never as plain-text prose. One question at a time, 2–4 tappable options, wait for the answer. If the environment has no question tool, ask in prose with the same options, one at a time.

Copywriting Prose

Produces PROSE.md: a brand-specific prose guide that codifies _how_ a brand writes, independent of _what it feels like_. Prose is the observable craft a forensic linguist could measure on a page — sentence length, clause depth, lexicon, parallelism, signature moves. Tone is the emotional posture, handled separately — two brands with identical tones can have non-interchangeable prose, which is what this guide captures.

The slogan: tone is the music, prose is the score. This skill codifies the score.

Inputs and outputs

ArtifactRoleProducer
SOUL.md (optional)Storyteller archetype, mission, POVsibling skill
TONE.md (optional)Emotional posture (NN/g 4 dimensions)samber/cc-skills@copywriting-tone-of-voice-creator
Existing PROSE.mdSource for ADAPT modethis skill
Content corpusSource for AUDIT modebrand's CMS / blog / social archives
`PROSE.md`Outputthis skill

DESIGN.md (visual identity) sits in the same register but is out of scope. PROSE.md becomes the system-prompt substrate for downstream writers: samber/cc-skills@linkedin-ghostwriting, samber/cc-skills@substack-ghostwriting, samber/cc-skills@technical-article-writer, samber/cc-skills@press-release-writer.

Channel groupings

Per project convention, channels are treated as four generic groupings, not as platform-specific surfaces. Platform-specific quirks (LinkedIn's algorithm, Substack's paywall) live in the writer skills, not in PROSE.md.

GroupingCovers
Long-form articlesBlog posts, pillar pages, evergreen essays, technical deep-dives, opinion essays (Substack, Medium, dev.to, own blog — same group)
Social postsLinkedIn, X, Bluesky, Threads, TikTok captions, Mastodon
Email & newsletterNewsletter issues, transactional, drip sequences, lifecycle emails
Marketing copyLanding pages, ad copy, press releases, podcast show notes, video scripts, sales decks

BUILD workflow

Phase 0 — Detect inputs

Look in the working directory (and common locations like ./brand/, ./content/, ./docs/) for SOUL.md, TONE.md, prior PROSE.md, and any content corpus. If SOUL.md or TONE.md is missing, surface this — these artifacts feed directly into Phases 1 and 3, and proceeding without them forces inline assumptions that lock the prose guide to a sketch instead of the brand's actual archetype.

If missing, offer two paths:

  1. Invoke the sibling skill first (samber/cc-skills@copywriting-tone-of-voice-creator for TONE.md). Why: TONE.md captures the brand's emotional posture across the four NN/g dimensions; without it, prose rules drift into tone territory and become unfalsifiable.
  2. Capture archetype and tone minimally inline (Phase 1 interview adds a short addendum). Pragmatic for one-off prose audits.

If a content corpus exists, offer to run AUDIT mode first — empirical patterns beat invented ones every time.

Phase 1 — Discovery interview

Ask in 2–3 batches. Skip any field already supplied by SOUL.md, TONE.md, or prior conversation context. Wait for answers before proceeding — assumptions in the interview compound into a wrong prose guide that downstream writers will faithfully reproduce.

Required fields (full battery in references/discovery-questions.md):

  • Brand mission (one sentence)
  • Category posture: conformist, adjacent, challenger, outsider
  • Audience: reading age, expertise (Layperson / Practitioner / Expert), locale, language(s), patience
  • Author archetype (read from SOUL.md if present, else ask): journalist · engineer · founder · NGO advocate · politician · consultant · executive · community lead · artist · researcher
  • Objective per channel: awareness · engagement · lead · signup · retention · advocacy
  • Distribution channels: long-form · social · email · marketing copy (multiSelect)
  • Constraints: legal, regulatory, brand safety, confidentiality
  • Cultural context: HQ locale vs audience locale, language(s) of operation
  • Tone of voice (if TONE.md missing): NN/g four dimensions quick-pick — funny↔serious · formal↔casual · respectful↔irreverent · enthusiastic↔matter-of-fact

Phase 2 — Category detection and deep-research routing

Match the brand to one of the 11 covered categories. Load the playbook from references/category-playbooks.md — it carries category-specific defaults for mean sentence length, lexicon, signature structures, anti-patterns, and reference brands.

#Category
1B2B (SaaS / enterprise tech)
2B2C (consumer products)
3Consumer brand (lifestyle / DTC)
4Non-corporate / NGO / non-profit
5Consulting / professional services
6Product-led (makers, indie hackers, dev tools)
7Industry (manufacturing, deep-tech, industrial)
8Volunteering / community / association
9Personal branding (per-principal)
10Politics / advocacy / public figures
11Internal corporate communication

Uncovered context → delegate research. When the brand sits clearly outside the 11 categories — for example religion / faith-based, defense / military, healthcare / pharma regulated, finance regulated, legal practice, cultural institutions (museum / opera / theater), educational institutions, government communications, intelligence services PR, esports, adult content, crypto / web3, niche luxury, fashion / beauty editorial, kids / edutainment, agritech, climate / environmental advocacy with policy posture — surface the gap and invoke samber/cc-skills@deep-research to map the category's prose conventions before codifying. Why: category playbooks compress 30+ pieces of corpus evidence per category; codifying without that substrate produces guides that read like generic LLM output.

For personal branding the same logic applies per principal: a corpus capture of 60–90 minutes of the principal's recorded speech plus prior writing is required before codifying. Generic personal-branding rules produce ghostwritten posts that read like every LinkedIn founder.

Phase 3 — Codify the five layers

More from samber

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