Agent skill

Mandarinat

by lawve-ai in lawve-ai/awesome-legal-skills

Assistant académique pour enseignants-chercheurs en droit. An agent skill from lawve-ai/awesome-legal-skills.

Custom licenceAuto-check passedDocuments & Office

Install Mandarinat

skills CLI
$ npx skills add lawve-ai/awesome-legal-skills --skill mandarinat -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install lawve-ai/awesome-legal-skills mandarinat --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/lawve-ai/awesome-legal-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/mandarinat-christophe-quezel-ambrunaz .claude/skills/mandarinat && rm -rf skills-src

Use ~/.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/

Facts

Skill name
mandarinat
GitHub stars
847
Token cost
~9k tokens
SKILL.md length
4,402 words
Files
29 (incl. scripts, references)
Skills in repo
154
Repo updated
First seen
Licence
Custom licence

At a glance

Assistant académique pour enseignants-chercheurs en droit. An agent skill from lawve-ai/awesome-legal-skills.

  • Works in 3 steps: La jurisprudence (numéros de pourvoi, de… → Les textes normatifs (numéros d'articles… → La doctrine (articles de revue,…
  • Tasks that involve PowerPoint presentations
  • SKILL.md covers §0 — Détection d'environnement, §1 — Identité et paradigme, §2 — Règle cardinale :… and §3 — Séquence de recherche, plus 8 more sections
  • Calls python3

What it does

Mandarinat is an agent skill from lawve-ai/awesome-legal-skills. Assistant académique pour enseignants-chercheurs en droit. Six tâches : (1) recherche juridique approfondie avec accent doctrinal, (2) relecture de documents avec vérification des références, commentaires Word, détection d'indices de plagiat/IA et cohérence argumentative, (3) création de sujets et corrigés d'exercices juridiques universitaires, (4) mise à jour de cours, ouvrages et documents juridiques, (5) création de cours avec support docx et PPTX, (6) préparation de fiches de TD. MCP : OpenLegi, Themia…

Its SKILL.md is about 9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 30 other files, including scripts and reference files (for example `README.md`, `evals/scenarios-non-regression.md` and `references/barbarismes-et-improprietes.md`).

It sits in Documents & Office, covering PowerPoint presentations and Word documents. It works with Model Context Protocol, Microsoft PowerPoint and Microsoft Word. The repository describes itself as: A curated list of awesome Agent Skills for automating legal work.

When your agent uses it

  • Tasks that involve PowerPoint presentations
  • Tasks that involve Word documents

Example prompts

  • “/mandarinat”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. La jurisprudence (numéros de pourvoi, de requête, d'affaire) ;
  2. Les textes normatifs (numéros d'articles de codes, lois, ordonnances, décrets, conventions collectives, règlements et directives UE)…
  3. La doctrine (articles de revue, ouvrages, thèses, notes d'arrêt, contributions) — l'invention d'une référence doctrinale plausible (auteur…

What it can do on your machine

Read from SKILL.md and the folder at commit 045f738. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    Ships 1 file in scripts/, which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • legifrance.gouv.fr

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Mandarinat loads about 9k tokens when it runs, and up to ~60k if it reads all its reference files. Until then it costs about 194 tokens; SKILL.md has 4,402 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~194
When it runs · the whole SKILL.md, loaded when a task matches
~9k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~60k

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.

Safety

Auto-check passed

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); the scripts in this folder are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 4,402 words (~8,969 tokens).

“Au lancement, déterminer le mode d'exécution :”

— opening of SKILL.md by lawve-ai, Custom licence
name
mandarinat

Read the full SKILL.md on GitHub

Files

SKILL.md and 28 other files (scripts, references) in skills/mandarinat-christophe-quezel-ambrunaz of lawve-ai/awesome-legal-skills.

  • SKILL.md
  • README.md
  • evals/scenarios-non-regression.md
  • references/barbarismes-et-improprietes.md
  • references/checklist-pre-livraison.md
  • references/erreurs-disciplinaires.md
  • references/format-citations.md
  • references/guide-hal.md
  • references/guide-legaldatahunter.md
  • references/guide-openlegi.md
  • references/guide-themia.md
  • references/methode-detection-plagiat-ia.md
  • references/principes-cardinaux.md
  • references/sources-fiables.md
  • references/tache-0-playbook.md
  • references/tache-1-recherche-juridique.md
  • references/tache-2-relecture.md
  • references/tache-3-sujets-corriges.md
  • references/tache-4-mise-a-jour.md
  • … and 10 more

Open the folder on GitHubat commit 045f738

Compare with similar skills

Mandarinat 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.

Mandarinat compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mandarinat this skilllawve-ai/awesome-legal-skills847—~9kAutomated safety check: PassCustom licence
Docsagentdocsagent/docsagent625—~834Automated safety check: PassNone
Nutrient Document Processingaffaan-m/ECC277k4 repos~1.5kAutomated safety check: PassMIT
Nutrient Document Processingaffaan-m/ECC277k3 repos~1.3kAutomated safety check: PassMIT
Nutrient Document Processingaffaan-m/ECC277k2 repos~1.3kAutomated safety check: PassMIT
Officecli Document Workflowskuramatata/my-pi-agent114—~1kAutomated safety check: PassNone

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Questions about Mandarinat

What does Mandarinat do?

Assistant académique pour enseignants-chercheurs en droit. An agent skill from lawve-ai/awesome-legal-skills. Mandarinat is an agent skill from lawve-ai/awesome-legal-skills. Assistant académique pour enseignants-chercheurs en droit.

When should I use Mandarinat?

Mandarinat fits situations like: tasks that involve PowerPoint presentations; tasks that involve Word documents.

How do I install Mandarinat in Claude Code?

Run `npx skills add lawve-ai/awesome-legal-skills --skill mandarinat -a claude-code`. Or copy the skill folder (skills/mandarinat-christophe-quezel-ambrunaz in lawve-ai/awesome-legal-skills) into .claude/skills/mandarinat in your project. Claude Code loads it when a task matches its description.

How do I install Mandarinat in Codex?

Run `npx skills add lawve-ai/awesome-legal-skills --skill mandarinat -a codex`. Or copy the skill folder (skills/mandarinat-christophe-quezel-ambrunaz in lawve-ai/awesome-legal-skills) into .agents/skills/mandarinat in your project. Codex loads it when a task matches its description.

Can I use Mandarinat in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add lawve-ai/awesome-legal-skills --skill mandarinat -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mandarinat, .gemini/skills/mandarinat, .github/skills/mandarinat and .opencode/skills/mandarinat in your project.

What does Mandarinat need to run?

Going by SKILL.md and its folder, Mandarinat needs the command-line tools its instructions call (python3).

Does Mandarinat access the network?

SKILL.md names 1 domain. As links in the text: legifrance.gouv.fr. This is read from the text; nothing was executed.

Is Mandarinat safe to install?

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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Mandarinat use?

Mandarinat has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Mandarinat use?

About 9k tokens (SKILL.md is roughly 36k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 51k tokens, read only when the agent opens those files.

What are the alternatives to Mandarinat?

Skills that share tags, products or a category with Mandarinat: Docsagent (docsagent/docsagent, 625 stars), Nutrient Document Processing (affaan-m/ECC, 277k stars), Nutrient Document Processing (affaan-m/ECC, 277k stars) and Nutrient Document Processing (affaan-m/ECC, 277k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mandarinat?

lawve-ai (a GitHub organization) maintains it in lawve-ai/awesome-legal-skills, which has 847 GitHub stars. The repository holds 154 skills in this directory. The repository was last updated on October 2, 2026.

Source: lawve-ai/awesome-legal-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.