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agentsmith-profiles

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Actualizado16 de marzo de 2026 a las 02:38

Choose and combine AI analysis profiles for Agent Smith scans. Use when selecting profiles, combining multiple profiles, or understanding which profile fits a target codebase.

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babywyrm

babywyrm/agentsmith

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SKILL.md

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name	agentsmith-profiles
description	Choose and combine AI analysis profiles for Agent Smith scans. Use when selecting profiles, combining multiple profiles, or understanding which profile fits a target codebase.

Agent Smith Profile Selection

When to Use

User needs to pick the right AI profile(s) for their target codebase.

Available Profiles

Profile	Best for	What it checks
`owasp`	Any web app	OWASP Top 10: injection, XSS, CSRF, auth, crypto, SSRF
`ctf`	CTF challenges	Exploitable vulns, flags, quick wins, attack chains
`springboot`	Java/Spring	SpEL injection, actuator exposure, bean manipulation, JDBC
`flask`	Python/Flask	SSTI (Jinja2), SQLAlchemy injection, debug mode, pickle
`cpp_conan`	C++/Conan	Buffer overflow, use-after-free, format string, supply chain
`pci`	Payment systems	PCI-DSS compliance: cardholder data, encryption, access control
`soc2`	SaaS/enterprise	SOC2: logging, access control, change management
`code_review`	General	Code quality, maintainability, best practices

Combining Profiles

Profiles can be combined with commas. The deduplication engine merges findings.

# Web app with OWASP + framework-specific checks
python3 agentsmith.py hybrid ./app ./scanner --profile owasp,flask

# CTF with OWASP coverage
python3 agentsmith.py hybrid ./challenge ./scanner --profile ctf,owasp

# Compliance + security
python3 agentsmith.py hybrid ./app ./scanner --profile pci,owasp

Detect and Suggest

python3 agentsmith.py hybrid ./app --detect-tech-stack

Returns detected languages, frameworks, and suggests matching profiles.

Profile vs Preset

Preset = scanning configuration (how many files, what features)
Profile = AI analysis focus (what vulnerabilities to look for)

Combine them: --preset ctf --profile ctf,owasp

Quick Decision Tree

Don't know the stack? → --detect-tech-stack
Web app? → owasp + framework profile (flask, springboot)
CTF? → ctf (or ctf,owasp for broader coverage)
C++ native code? → cpp_conan
Compliance? → pci or soc2 (+ owasp for security)
Code review? → code_review,owasp

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Agent Smith Profile Selection

When to Use

User needs to pick the right AI profile(s) for their target codebase.

Available Profiles

Profile

Best for

What it checks

owasp

Any web app

OWASP Top 10: injection, XSS, CSRF, auth, crypto, SSRF

ctf

CTF challenges

Exploitable vulns, flags, quick wins, attack chains

springboot

Java/Spring

SpEL injection, actuator exposure, bean manipulation, JDBC

flask

Python/Flask

SSTI (Jinja2), SQLAlchemy injection, debug mode, pickle

cpp_conan

C++/Conan

Buffer overflow, use-after-free, format string, supply chain

pci

Payment systems

PCI-DSS compliance: cardholder data, encryption, access control

soc2

SaaS/enterprise

SOC2: logging, access control, change management

code_review

General

Code quality, maintainability, best practices

Combining Profiles

Profiles can be combined with commas. The deduplication engine merges findings.

# Web app with OWASP + framework-specific checks python3 agentsmith.py hybrid ./app ./scanner --profile owasp,flask # CTF with OWASP coverage python3 agentsmith.py hybrid ./challenge ./scanner --profile ctf,owasp # Compliance + security python3 agentsmith.py hybrid ./app ./scanner --profile pci,owasp

Detect and Suggest

python3 agentsmith.py hybrid ./app --detect-tech-stack

Returns detected languages, frameworks, and suggests matching profiles.

Profile vs Preset

Preset = scanning configuration (how many files, what features)

Profile = AI analysis focus (what vulnerabilities to look for)

Combine them: --preset ctf --profile ctf,owasp

Quick Decision Tree

Don't know the stack? → --detect-tech-stack

Web app? → owasp + framework profile (flask, springboot)

CTF? → ctf (or ctf,owasp for broader coverage)

C++ native code? → cpp_conan

Compliance? → pci or soc2 (+ owasp for security)

Code review? → code_review,owasp