skill-sentinel
Lets your agent monitor and improve the tool system. It checks quality, security, costs, and potential issues.
What it does
Skill Sentinel is a tool that checks and improves your 'skills' (AI programs). It analyzes code quality, security, costs, and suggests how to optimize or create new skills.
When to use it
- ✓When you want to check the code quality of your skills.
- ✓To find and fix security issues in your skills.
- ✓When planning to create new skills for your system.
Example of what to ask your AI
“Check the security and code quality of all my skills and tell me how I can optimize them.”
Want more? Open the sections below.
How to use
The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.
Skill link
Ready-to-paste message
How it works
It acts like a general inspector for your skills. It looks at the code, checks for security flaws, if performance can be improved, and if there's duplicated or missing code.
Installation
Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.
In the terminal (Claude Code, Codex, Cursor), in your project folder:
npx skills add sickn33/agentic-awesome-skills --skill skill-sentinelOr download just the file:
curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/skill-sentinel/SKILL.md -o SKILL.mdTechnical content (original SKILL.md)
Original text by the author, straight from GitHub.
Skill Sentinel
Overview
Auditoria e evolucao do ecossistema de skills. Qualidade de codigo, seguranca, custos, gaps, duplicacoes, dependencias e relatorios de saude.
When to Use This Skill
- When the user mentions "auditar skills" or related topics
- When the user mentions "qualidade skills" or related topics
- When the user mentions "verificar skills ecossistema" or related topics
- When the user mentions "saude ecossistema skills" or related topics
- When the user mentions "skills duplicadas" or related topics
- When the user mentions "otimizar skills" or related topics
Do Not Use This Skill When
- The task is unrelated to skill sentinel
- A simpler, more specific tool can handle the request
- The user needs general-purpose assistance without domain expertise
How It Works
Meta-agente que monitora, audita e evolui o ecossistema de skills. Analisa todas as skills em 7 dimensoes, identifica problemas, sugere melhorias e recomenda novas skills especialistas.
Resumo Rapido
| Area | Script | O que faz |
|---|---|---|
| Discovery | scanner.py |
Descobre todas as skills automaticamente |
| Qualidade | analyzers/code_quality.py |
Complexidade, docstrings, error handling |
| Seguranca | analyzers/security.py |
Secrets, SQL injection, HTTPS |
| Performance | analyzers/performance.py |
API calls, caching, retry |
| Governanca | analyzers/governance_audit.py |
Rate limits, audit log, confirmacoes |
| Documentacao | analyzers/documentation.py |
SKILL.md, triggers, references |
| Dependencias | analyzers/dependencies.py |
requirements.txt, versoes |
| Cross-Skill | analyzers/cross_skill.py |
Duplicacao, padroes compartilhados |
| Custos | cost_optimizer.py |
Tokens, verbosidade, output |
| Recomendacoes | recommender.py |
Gap analysis, novas skills |
| Relatorio | report_generator.py |
Markdown estruturado |
| Orquestracao | run_audit.py |
CLI principal |
Localizacao
C:\Users\renat\skills\skill-sentinel\
├── SKILL.md
├── scripts/
│ ├── requirements.txt
│ ├── config.py
│ ├── db.py
│ ├── governance.py
│ ├── scanner.py
│ ├── analyzers/
│ │ ├── code_quality.py
│ │ ├── security.py
│ │ ├── performance.py
│ │ ├── governance_audit.py
│ │ ├── documentation.py
│ │ ├── dependencies.py
│ │ └── cross_skill.py
│ ├── recommender.py
│ ├── cost_optimizer.py
│ ├── report_generator.py
│ └── run_audit.py
├── references/
│ ├── analysis_criteria.md
│ ├── security_patterns.md
│ ├── skill_template.md
│ └── schema.md
└── data/
├── sentinel.db
└── reports/
Instalacao
pip install -r C:\Users\renat\skills\skill-sentinel\scripts\requirements.txt
Comandos Principais
## Auditoria Completa De Todas As Skills
python C:\Users\renat\skills\skill-sentinel\scripts\run_audit.py
## Auditar Apenas Uma Skill
python C:\Users\renat\skills\skill-sentinel\scripts\run_audit.py --skill instagram
## Apenas Recomendacoes De Novas Skills
python C:\Users\renat\skills\skill-sentinel\scripts\run_audit.py --recommend
## Comparar Com Auditoria Anterior (Tendencias)
python C:\Users\renat\skills\skill-sentinel\scripts\run_audit.py --compare
## Output Em Json (Para Processamento)
python C:\Users\renat\skills\skill-sentinel\scripts\run_audit.py --format json
## Ver Historico De Auditorias
python C:\Users\renat\skills\skill-sentinel\scripts\run_audit.py --history
## Descobrir Skills Disponiveis
python C:\Users\renat\skills\skill-sentinel\scripts\scanner.py
## Ver Audit Log Do Sentinel
python C:\Users\renat\skills\skill-sentinel\scripts\governance.py
## Verificar Banco De Dados
python C:\Users\renat\skills\skill-sentinel\scripts\db.py
1. Qualidade De Codigo (Peso: 20%)
- Complexidade ciclomatica por funcao (limiar: 10)
- Tamanho de funcoes (limiar: 50 linhas)
- Tamanho de arquivos (limiar: 500 linhas)
- Cobertura de docstrings
- Padroes de error handling (bare except, broad except)
2. Seguranca (Peso: 20%)
- Secrets hardcoded (tokens, passwords, API keys)
- SQL injection (f-strings em queries)
- URLs HTTP inseguras
- Tokens em logs
- Validacao de input
3. Performance (Peso: 15%)
- Retry com backoff para APIs
- Timeouts configurados
- Reuso de conexoes HTTP
- N+1 queries
- Async/concorrencia
4. Governanca (Peso: 15%)
- Nivel 0: Nenhuma
- Nivel 1: Action logging
- Nivel 2: Logging + rate limiting
…
FAQ
What are 'skills'?
Skills are like small programs or tools that an AI agent can use to perform specific tasks.
What does Skill Sentinel analyze?
It analyzes code quality, security, performance, documentation, dependencies, and potential code duplication between skills.
Does it help create new skills?
Yes, it can identify areas where new skills would be useful and even suggest how to create them.
Details
Original description by the author
Auditoria e evolucao do ecossistema de skills. Qualidade de codigo, seguranca, custos, gaps, duplicacoes, dependencias e relatorios de saude.
Popularity
- GitHub stars
- 48k
- Ranking position
- #4188
- License
- MIT
- Updated
- 10/15/2026
Comments
- …
More skills from this repository
00-andruia-consultant
Helps your agent start or improve AI projects. It analyzes code, suggests tools, and creates action plans in Spanish.
sickn33/agentic-awesome-skills
007
Lets your agent perform security audits and threat modeling. It's useful for protecting projects against attacks and vulnerabilities.
sickn33/agentic-awesome-skills
10-andruia-skill-smith
Helps your agent create or improve AI tools. It defines how tools work, writes documentation, and validates the structure.
sickn33/agentic-awesome-skills
20-andruia-niche-intelligence
Lets your agent create a summary about a specific industry. It's useful for understanding the context, rules, usage patterns, and risks of a project, using reliable sources.
sickn33/agentic-awesome-skills
Similar skills
agent-architecture-audit
Makes your agent check if everything is working correctly. It finds and fixes problems in AI systems, ensuring they perform as expected.
affaan-m/ECC
agent-eval
Helps your agent compare different AI coding tools. It measures which one is faster, cheaper, and more reliable for specific tasks.
affaan-m/ECC
agent-harness-construction
Makes your agent better understand how to perform tasks. It optimizes the tools and instructions the agent uses to increase its chances of success.
affaan-m/ECC