Borrowing it
Nothing to install: this file belongs to ai-swiss/base. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ai-swiss/base/main/.ai/agents/createur-agent/skills/processes/ameliorer-agent/SKILL.mdgit clone --depth 1 https://github.com/ai-swiss/baseWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ai-swiss/base/ameliorer-agent)<a href="https://agentmods.dev/skills/ai-swiss/base/ameliorer-agent"><img src="https://agentmods.dev/badge/skills/ai-swiss/base/ameliorer-agent/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ai-swiss/base/ameliorer-agent"><img src="https://agentmods.dev/badge/skills/ai-swiss/base/ameliorer-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00016 | $0.01211 |
| Opus 5 | $0.00008 | $0.00606 |
| Sonnet 5 | $0.00003 | $0.00242 |
| Haiku 4.5 | $0.00002 | $0.00121 |
Grade A, and why
ameliorer-agent scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 122 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Améliorer un agent
Enrichir ou modifier un agent existant: lui ajouter des workflows, des connaissances, corriger ses comportements, ajuster sa structure.
Inputs
Demande à l'utilisateur:
- Quel agent améliorer: liste les agents dans
.ai/agents/(en excluant_template/etcreateur-agent/) - Ce qui manque ou ne fonctionne pas: description en langage naturel
Étapes
1. Comprendre l'agent existant
Lis l'AGENT.md de l'agent visé, puis résume-le à l'utilisateur:
«Voici ce que fait actuellement votre assistant [nom]:
- Rôle: [description]
- Workflows: [liste des processes]
- Connaissances: [liste des compétences]
- Documents: [liste des templates]
Que souhaitez-vous modifier ou ajouter?»
2. Diagnostiquer le besoin
Selon ce que dit l'utilisateur:
«Il manque un workflow»:
«D'accord, décrivez-moi cette tâche. Quelles sont les étapes quand vous la faites aujourd'hui?» → Créer un nouveau process dans
skills/processes/
«Il ne connaît pas assez mon domaine»:
«Quelles informations lui manquent? Quelles erreurs fait-il par méconnaissance?» → Créer une nouvelle compétence dans
skills/competences/ou enrichir une existante
«Il ne produit pas le bon document»:
«À quoi devrait ressembler le résultat idéal?» → Créer ou modifier un template
«Le comportement n'est pas bon»:
«Qu'est-ce qu'il fait qui ne vous convient pas?» → Ajuster AGENT.md (routage, philosophie, garde-fous)
«Il lui manque des données»:
«Quelles informations devrait-il connaître en permanence?» → Créer de nouveaux dossiers métier
3. Proposer les modifications
Présente un plan clair:
«Voici ce que je propose de modifier:
- [Modification 1: description]
- [Modification 2: description]
Ça vous convient?»
⚠ Point de décision, avant modification: Attendre la validation explicite.
4. Implémenter
Pour chaque modification validée:
- Crée les nouveaux SKILL.md dans
skills/processes/ouskills/competences/ - S'il s'agit de modifier un fichier existant, crée une nouvelle version plutôt que d'écraser l'ancienne
- Régénère l'index (
base build routing-index --write --root .): le routage se lit dans les frontmatter des SKILL.md; AGENT.md n'a ni table de routage ni inventaire à aligner - Mets à jour la configuration outil au besoin (copie les nouveaux skills au bon endroit)
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 122 lines · 16 tokens per session scan A 6eba7bcd0923
ameliorer-agent is a skill published in the GitHub repository ai-swiss/base (45 stars, last pushed 5d ago), licensed Apache-2.0. It adds 16 tokens to every session and 1,211 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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