Academic Prose De-AI Editor
heise3/academic-deai
Edits Chinese or English scholarly writing for natural phrasing and removes AI-sounding templated structure, while keeping claims, citations and author voice intact.
Agent skill
by FlorianBruniaux in FlorianBruniaux/claude-code-ultimate-guide
Adds two to four sentences of intro prose before each bare heading in the French and English whitepapers, splitting the work across nine parallel agents.
SKILL.md written in French; this summary is our English description.
$ npx skills add FlorianBruniaux/claude-code-ultimate-guide --skill source-command-audit-prose -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FlorianBruniaux/claude-code-ultimate-guide source-command-audit-prose --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/FlorianBruniaux/claude-code-ultimate-guide.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/source-command-audit-prose .claude/skills/source-command-audit-prose && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "source-command-audit-prose" agent skill from https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/main/.agents/skills/source-command-audit-prose into .claude/skills/source-command-audit-prose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-command-audit-prose", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/main/.agents/skills/source-command-audit-proseType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add FlorianBruniaux/claude-code-ultimate-guide --skill source-command-audit-prose -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FlorianBruniaux/claude-code-ultimate-guide source-command-audit-prose --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FlorianBruniaux/claude-code-ultimate-guide.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/source-command-audit-prose .agents/skills/source-command-audit-prose && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "source-command-audit-prose" agent skill from https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/main/.agents/skills/source-command-audit-prose into .agents/skills/source-command-audit-prose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-command-audit-prose", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add FlorianBruniaux/claude-code-ultimate-guide --skill source-command-audit-prose -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FlorianBruniaux/claude-code-ultimate-guide source-command-audit-prose --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FlorianBruniaux/claude-code-ultimate-guide.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/source-command-audit-prose .cursor/skills/source-command-audit-prose && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "source-command-audit-prose" agent skill from https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/main/.agents/skills/source-command-audit-prose into .cursor/skills/source-command-audit-prose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-command-audit-prose", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/FlorianBruniaux/claude-code-ultimate-guide.git --path .agents/skills/source-command-audit-prose--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add FlorianBruniaux/claude-code-ultimate-guide --skill source-command-audit-prose -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FlorianBruniaux/claude-code-ultimate-guide source-command-audit-prose --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FlorianBruniaux/claude-code-ultimate-guide.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/source-command-audit-prose .gemini/skills/source-command-audit-prose && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "source-command-audit-prose" agent skill from https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/main/.agents/skills/source-command-audit-prose into .gemini/skills/source-command-audit-prose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-command-audit-prose", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install FlorianBruniaux/claude-code-ultimate-guide source-command-audit-proseInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add FlorianBruniaux/claude-code-ultimate-guide --skill source-command-audit-prose -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/FlorianBruniaux/claude-code-ultimate-guide.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/source-command-audit-prose .github/skills/source-command-audit-prose && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "source-command-audit-prose" agent skill from https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/main/.agents/skills/source-command-audit-prose into .github/skills/source-command-audit-prose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-command-audit-prose", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add FlorianBruniaux/claude-code-ultimate-guide --skill source-command-audit-prose -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install FlorianBruniaux/claude-code-ultimate-guide source-command-audit-prose --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FlorianBruniaux/claude-code-ultimate-guide.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/source-command-audit-prose .opencode/skills/source-command-audit-prose && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "source-command-audit-prose" agent skill from https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/main/.agents/skills/source-command-audit-prose into .opencode/skills/source-command-audit-prose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-command-audit-prose", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
source-command-audit-proseAdds two to four sentences of intro prose before each bare heading in the French and English whitepapers, splitting the work across nine parallel agents.
This is a French-language command template for a documentation repository. It finds bare sections in the whitepapers, meaning a heading that goes straight into a table, code block or list with no introductory paragraph, and adds two to four sentences of descriptive prose in front of each, in both the French and English versions.
It can run on all whitepapers numbered 00 to 08 or on chosen ones, with one agent per whitepaper. Strict rules apply: never end a paragraph with a colon before a bullet list because of a Typst rendering bug, never invent figures or citations, no callouts, Mermaid diagrams or persona scenarios, keep each file within a 15 percent line increase, and write natural English rather than a word-for-word translation. Context comes from a machine-readable reference file and the main guide.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit f1b8cbe. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Whitepaper Bare Section Prose Filler loads about 1.5k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 356 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from FlorianBruniaux/claude-code-ultimate-guide at commit f1b8cbe, republished under its CC-BY-SA-4.0 licence (© FlorianBruniaux). 356 words, ~1,500 tokens.
.claude/skills/source-command-audit-prose/SKILL.md (or your agent's skills folder).Use this skill when the user asks to run the migrated source command audit-prose.
Ajoute de la prose descriptive (2-4 phrases) devant chaque section "bare" des whitepapers. Une section "bare" = heading suivi directement d'une table, code block, ou liste sans paragraphe d'intro.
/audit-prose # Tous les WPs (00-08), FR + EN
/audit-prose 07 # WP07 seulement (FR + EN)
/audit-prose 03 07 # WP03 et WP07 seulementSection (## ou ###) suivie DIRECTEMENT par :
|)```)-) ou numérotéeSans paragraphe d'introduction (minimum 2 phrases).
: avant une liste à puces → bug Typst qui fusionne les bullets en inline:::), Mermaid, ou scénarios personaAVANT :
### Exit Codes
| Code | Signification |
|------|---------------|
| 0 | Autorisé |
APRÈS :
### Exit Codes
Les hooks communiquent avec Codex via des codes de sortie standardisés.
C'est le mécanisme qui permet de bloquer ou autoriser une action en temps réel,
sans intervention humaine.
| Code | Signification |
|------|---------------|
| 0 | Autorisé |machine-readable/reference.yaml : mapping sujets → lignes du guide principalguide/ultimate-guide.md : guide de référence (aux lignes indiquées dans reference.yaml)| # | FR | EN | ~Bare sections |
|---|---|---|---|
| 00 | whitepapers/fr/00-introduction-serie.qmd | whitepapers/en/00-series-introduction.qmd | ~10 |
| 01 | whitepapers/fr/01-prompts-efficaces.qmd | whitepapers/en/01-effective-prompts.qmd | ~14 |
| 02 | whitepapers/fr/02-personnalisation.qmd | whitepapers/en/02-customization.qmd | ~18 |
| 03 | whitepapers/fr/03-securite.qmd | whitepapers/en/03-security.qmd | ~20 |
| 04 | whitepapers/fr/04-architecture.qmd | whitepapers/en/04-architecture.qmd | ~14 |
| 05 | whitepapers/fr/05-equipe.qmd | whitepapers/en/05-team.qmd | ~20 |
| 06 | whitepapers/fr/06-privacy.qmd | whitepapers/en/06-privacy.qmd | ~12 |
| 07 | whitepapers/fr/07-guide-reference.qmd | whitepapers/en/07-reference-guide.qmd | ~36 |
| 08 | whitepapers/fr/08-agent-teams.qmd | whitepapers/en/08-agent-teams.qmd | ~16 |
Si argument = numéro WP spécifique : lancer 1 agent pour cette paire FR/EN uniquement.
Si pas d'argument (ou "all") : créer une équipe audit-prose-{date} et lancer 9 agents en parallèle.
Pour chaque WP ciblé, lancer un agent avec ce prompt :
Tu es un éditeur technique senior. Ta mission : ajouter de la PROSE DESCRIPTIVE
aux sections "bare" du whitepaper [XX - Titre].
## Définition "bare section"
Section (## ou ###) suivie DIRECTEMENT par une table, un code block, ou une
liste à puces, SANS paragraphe d'introduction (2+ phrases).
## Ce que tu fais
Pour CHAQUE bare section identifiée :
1. Ajouter 2-4 phrases AVANT le contenu structuré
2. Chaque phrase apporte une INFO NOUVELLE : le pourquoi, le quand utiliser,
les implications, le choix de design, ou le contexte pratique
3. PAS de reformulation de ce qui suit — COMPLETER avec du contexte manquant
## Sources de contexte
- `machine-readable/reference.yaml` : mapping complet sujets → guide principal
- Ta connaissance de Codex (v3.27.6, MCP, hooks, agent teams, etc.)
## Règles strictes
- NE PAS inventer de chiffres, métriques, ou citations
- NE PAS ajouter de callouts (:::), Mermaid, ou scénarios persona
- NE JAMAIS terminer un paragraphe par ":" avant une liste à puces (bug Typst)
- NE PAS dépasser +15% de lignes
- Garder les versions à 3.27.6
- Prose EN = anglais naturel, pas traduction mot-à-mot
- Chaque ajout = minimum 2 phrases, maximum 4 phrases
## Processus
1. LIRE reference.yaml (sections pertinentes au WP)
2. LIRE le WP FR complet
3. IDENTIFIER toutes les bare sections
4. ÉDITER le fichier FR (Edit tool, section par section)
5. LIRE le WP EN complet
6. ÉDITER le fichier EN
7. VÉRIFIER : aucun paragraphe ne finit par ":" avant une liste
8. Rapporter : sections traitées, delta lignes FR/ENAttendre les retours de tous les agents. Pour chaque WP completed, afficher :
WP[XX] ✅ — [N] sections, +[X]% FR/ENQuand tous les agents ont terminé, envoyer shutdown_request à chacun, puis TeamDelete.
# 1. Delta lignes (max +15%)
for f in whitepapers/fr/*.qmd; do
echo "$(wc -l < "$f") $(basename $f)"
done
# 2. Vérifier bug Typst : paragraphe finissant par ":" suivi de liste
grep -n ':$' whitepapers/fr/*.qmd whitepapers/en/*.qmd | head -20
# 3. Versions intactes
grep "^version:" whitepapers/fr/*.qmd whitepapers/en/*.qmd
# 4. Rebuild PDFs
for f in whitepapers/fr/*.qmd whitepapers/en/*.qmd; do
quarto render "$f"
done| WP | Budget max FR | Budget max EN |
|---|---|---|
| 00 | +54 lignes | +54 lignes |
| 01 | +142 lignes | +142 lignes |
| 02 | +189 lignes | +189 lignes |
| 03 | +145 lignes | +145 lignes |
| 04 | +120 lignes | +120 lignes |
| 05 | +143 lignes | +143 lignes |
| 06 | +79 lignes | +79 lignes |
| 07 | +281 lignes | +281 lignes |
| 08 | +241 lignes | +241 lignes |
© FlorianBruniaux, CC-BY-SA-4.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/source-command-audit-prose of FlorianBruniaux/claude-code-ultimate-guide.
Open the folder on GitHubat commit f1b8cbe
Whitepaper Bare Section Prose Filler next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Whitepaper Bare Section Prose Filler this skillFlorianBruniaux/claude-code-ultimate-guide | 6.1k | — | ~1.5k | Automated safety check: Pass | CC-BY-SA-4.0 | |
| Academic Prose De-AI Editorheise3/academic-deai | 209 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Chinese Technical Writingleter/zh-tech-writing | 332 | — | ~656 | Automated safety check: Pass | MIT | |
| Docs Leadlablup/backend.ai-webui | 133 | — | ~2.9k | Automated safety check: Pass | LGPL-3.0 | |
| Chinese Documentation Style GuidejnMetaCode/superpowers-zh | 8.3k | — | ~1.6k | Automated safety check: Pass | MIT | |
| evlog Content Writingevloghq/evlog | 1.9k | — | ~2.9k | Automated safety check: Pass | MIT |
heise3/academic-deai
Edits Chinese or English scholarly writing for natural phrasing and removes AI-sounding templated structure, while keeping claims, citations and author voice intact.
leter/zh-tech-writing
Sets writing rules for Chinese technical docs: short plain sentences, consistent typography and a checklist for removing AI-sounding filler.
lablup/backend.ai-webui
A skill your agent uses whenever the user mentions docs, the manual, documentation, terminology, translations, or screenshots — including indirect mentions like "이 PR 문서 영향 봐줘", "문서 점검", "용어 통일"…
jnMetaCode/superpowers-zh
Reference rules for typesetting Chinese technical documents: spacing around English and digits, punctuation, term handling, bilingual API docs and README layout.
evloghq/evlog
Rules for writing and reviewing evlog docs, blog posts, READMEs, skills and AGENTS.md files, with separate review and rewrite roles, a house voice and a catalog of AI-sounding tells.
antoinecellerier/speaker-tuning-to-easyeffects
Reviews the user-facing docs — README.md and the user guides under docs/README.md "Using it" — by running them past subagent reviewers role-playing fixed personas: a first-time visitor, a user…
FlorianBruniaux/claude-code-ultimate-guide
Turns CHANGELOG.md entries for a release or a week into LinkedIn, Twitter/X, newsletter and Slack posts in French and English.
FlorianBruniaux/claude-code-ultimate-guide
Runs an interactive quiz in a quick or comprehensive mode, scores your skill level by topic and generates a personalized learning path with practice projects.
FlorianBruniaux/claude-code-ultimate-guide
Audits version freshness, French and English parity and metadata of whitepapers and recap cards in the claude-code-ultimate-guide repo, with optional fix suggestions.
FlorianBruniaux/claude-code-ultimate-guide
Reads a codebase silently, asks only what it cannot infer, and recommends one AI-assisted development methodology stack with a contextual quick start.
FlorianBruniaux/claude-code-ultimate-guide
Check guide/landing synchronization status
FlorianBruniaux/claude-code-ultimate-guide
Searches the web for new mentions of the Claude Code Ultimate Guide or its author's public projects, checks them against YAML trackers and reports or adds the new ones.
Categories
Adds two to four sentences of intro prose before each bare heading in the French and English whitepapers, splitting the work across nine parallel agents. This is a French-language command template for a documentation repository. It finds bare sections in the whitepapers, meaning a heading that goes straight into a table, code block or list with no introductory paragraph, and adds two to four sentences of descriptive prose in front of each, in both the French and English versions.
Whitepaper Bare Section Prose Filler fits situations like: adding intro paragraphs to whitepaper sections that open with a table or list; keeping French and English whitepaper wording consistent; reviewing selected whitepapers for bare sections.
Run `npx skills add FlorianBruniaux/claude-code-ultimate-guide --skill source-command-audit-prose -a claude-code`. Or copy the skill folder (.agents/skills/source-command-audit-prose in FlorianBruniaux/claude-code-ultimate-guide) into .claude/skills/source-command-audit-prose in your project. Claude Code loads it when a task matches its description.
Run `npx skills add FlorianBruniaux/claude-code-ultimate-guide --skill source-command-audit-prose -a codex`. Or copy the skill folder (.agents/skills/source-command-audit-prose in FlorianBruniaux/claude-code-ultimate-guide) into .agents/skills/source-command-audit-prose in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add FlorianBruniaux/claude-code-ultimate-guide --skill source-command-audit-prose -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/source-command-audit-prose, .gemini/skills/source-command-audit-prose, .github/skills/source-command-audit-prose and .opencode/skills/source-command-audit-prose in your project.
SKILL.md names no scripts, command-line tools or credentials: Whitepaper Bare Section Prose Filler is instructions for the agent only. Our summary lists: The claude-code-ultimate-guide repository with its whitepapers folders and reference files.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Whitepaper Bare Section Prose Filler is published under the CC-BY-SA-4.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Whitepaper Bare Section Prose Filler: Academic Prose De-AI Editor (heise3/academic-deai, 209 stars), Chinese Technical Writing (leter/zh-tech-writing, 332 stars), Docs Lead (lablup/backend.ai-webui, 133 stars) and Chinese Documentation Style Guide (jnMetaCode/superpowers-zh, 8.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
FlorianBruniaux (a GitHub user) maintains it in FlorianBruniaux/claude-code-ultimate-guide, which has 6,117 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 6, 2026.
Source: FlorianBruniaux/claude-code-ultimate-guide on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.