Skill Trust Decision

smyx-aggressive-behavior-detection-analysis

Name: smyx-aggressive-behavior-detection-analysis Trust Review Report
Item: smyx-aggressive-behavior-detection-analysis
Rating: 55
Author: ClawSafe

Skill contains hidden subprocess capability and undeclared local credential storage that are not documented in SKILL.md, representing shadow functionality and undeclared resource access.

Install decision first Source: ClawHub Scanned: Sep 20, 2026

Files 31

Artifacts 12

Violations 4

Findings 4

Most direct threat evidence

Skill presents as livestock behavior detection tool through SKILL.md Entry · SKILL.md

Hidden ai_chat method exists with commented subprocess capability Escalation · skills/smyx_common/scripts/skill.py

Creates local SQLite database storing authentication tokens Persistence · skills/smyx_common/scripts/dao.py

Why this conclusion was reached

2/4 dimensions flagged

Block

Declared vs actual capability

4 undeclared or violating capabilities were inferred.

Review

Hidden execution and egress

12 lower-risk artifacts were extracted and still need context.

Block

Attack chain and severe findings

The report includes 4 attack-chain steps and 0 severe findings.

Review

Dependencies and supply chain hygiene

3 dependency or supply-chain issues need attention.

Attack Chain

Skill presents as livestock behavior detection tool through SKILL.md

Entry · SKILL.md:1

Hidden ai_chat method exists with commented subprocess capability

Escalation · skills/smyx_common/scripts/skill.py:38

Creates local SQLite database storing authentication tokens

Persistence · skills/smyx_common/scripts/dao.py:54

User identity and API tokens stored without user consent in documentation

Impact · skills/smyx_common/scripts/util.py:245

What drove the risk score up

Undocumented subprocess capability +20

ai_chat method with commented-out openclaw agent execution exists in smyx_common/scripts/skill.py but is not declared in SKILL.md

Undeclared database storage +15

Creates SQLite database at workspace data directory storing user tokens and API credentials without disclosure in documentation

Environment variable access +10

Reads OPENCLAW_SENDER_OPEN_ID, OPENCLAW_SENDER_USERNAME, FEISHU_OPEN_ID from environment without declaration

Most important evidence

Medium Doc Mismatch

Undocumented subprocess capability in ai_chat method

The smyx_common/scripts/skill.py contains an ai_chat method with fully commented-out but structurally intact subprocess execution code for running 'openclaw agent' commands. This shadow functionality is not mentioned in SKILL.md.

skills/smyx_common/scripts/skill.py:38

Remove the commented subprocess code if not needed, or document this capability in SKILL.md with clear use cases and security implications.

Medium Sensitive Access

Undeclared local SQLite database for credential storage

The skill creates a SQLite database (smyx-common-claw.db) in the workspace data directory that stores user records including username, token, open_token, and realname. This persistent storage mechanism is not disclosed in documentation.

skills/smyx_common/scripts/dao.py:1

Document the local database storage in SKILL.md, specifying what data is stored and where, and provide guidance on cleanup procedures.

Low Sensitive Access

Undocumented environment variable access

The skill reads OPENCLAW_SENDER_OPEN_ID, OPENCLAW_SENDER_USERNAME, and FEISHU_OPEN_ID from environment variables for user identity resolution. This behavior is not declared in SKILL.md.

skills/smyx_common/scripts/config.py:168

Document which environment variables the skill accesses and for what purpose.

Low Credential Theft

Automatic user identity creation and token storage

The OpenIdUtil class automatically generates default user identities (User_xxxxxx format) if no identity is provided, and stores authentication tokens in both memory and local SQLite database.

skills/smyx_common/scripts/util.py:245

Clarify the identity creation mechanism and ensure users understand that tokens are stored locally.

Declared capability vs actual capability

Filesystem Block

Declared NONE

→

Inferred WRITE

dao.py:54-150 - Creates SQLite database files in workspace data directory

Network Pass

Declared READ

→

Inferred READ

Multiple HTTP POST/GET requests to lifeemergence.com APIs

Shell Block

Declared NONE

→

Inferred ADMIN

skill.py:38-54 - ai_chat method contains commented-out subprocess.run executing openclaw agent commands

Environment Block

Declared NONE

→

Inferred READ

config.py:168-175 - Reads OPENCLAW_SENDER_OPEN_ID, OPENCLAW_SENDER_USERNAME, FEISHU_OPEN_ID

Database Block

Declared NONE

→

Inferred WRITE

dao.py - SQLite ORM storing sys_user table with token, open_token, username fields

Suspicious artifacts and egress

Medium External URL

https://lifeemergence.com/sample.html

SKILL.md:29

Medium External URL

https://clawhub.ai/user/18072937735

skill-card.md:9

Medium External URL

https://clawhub.ai/18072937735/skills/smyx-aggressive-behavior-detection-analysis

skill-card.md:39

Medium External URL

http://192.168.1.234:9601/smyx-open-api

skills/smyx_common/scripts/config-dev.yaml:2

Medium External URL

http://192.168.1.234:4100

skills/smyx_common/scripts/config-dev.yaml:3

Medium External URL

http://192.168.1.234:7070/jeecg-boot-xzgz

skills/smyx_common/scripts/config-dev.yaml:4

Medium External URL

https://livemonitortest.lifeemergence.com/smyx-open-api

skills/smyx_common/scripts/config-test.yaml:2

Medium External URL

http://livemonitortest.lifeemergence.com

skills/smyx_common/scripts/config-test.yaml:3

Medium External URL

https://healthtest.lifeemergence.com/jeecg-boot-xzgz

skills/smyx_common/scripts/config-test.yaml:4

Medium External URL

https://lifeemergence.com/jeecg-boot-xzgz

skills/smyx_common/scripts/config.yaml:4

Medium External URL

https://open.lifeemergence.com/smyx-open-api

skills/smyx_common/scripts/config.yaml:5

Medium External URL

http://livemonitor.lifeemergence.com

skills/smyx_common/scripts/config.yaml:6

Dependencies and supply chain

Package	Version	Source	Known vuln	Notes
requests	`>=2.28.0`	pip	No	Lower bound only, no upper cap
pydash	`8.0.6`	pip	No	Version pinned
SQLAlchemy	`2.0.46`	pip	No	Version pinned
PyYAML	`6.0.3`	pip	No	Version pinned

File composition

31 files · 2763 lines

Python 18 files · 2363 linesMarkdown 4 files · 360 linesYAML 6 files · 29 linesText 2 files · 6 linesJSON 1 files · 5 lines

Files of concern · 6

skills/smyx_common/scripts/util.py Python · 718 lines

Automatic user identity creation and token storage

skills/smyx_common/scripts/config.py Python · 399 lines

Undocumented environment variable access

skills/smyx_common/scripts/dao.py Python · 499 lines

Undeclared local SQLite database for credential storage

SKILL.md Markdown · 261 lines

https://lifeemergence.com/sample.html

skill-card.md Markdown · 60 lines

https://clawhub.ai/user/18072937735 · https://clawhub.ai/18072937735/skills/smyx-aggressive-behavior-detection-analysis

skills/smyx_common/scripts/skill.py Python · 85 lines

Undocumented subprocess capability in ai_chat method

Other files · skill.py · smyx_analysis.py · smyx_aggressive_behavior_detection_analysis.py · api_service.py · api_service.py · config.py

31 files · 109.0 KB · 2763 lines

Python 18f · 2363LMarkdown 4f · 360LYAML 6f · 29LText 2f · 6LJSON 1f · 5L

├─ ▾ 📁 references

│ └─ 📝 api_doc.md Markdown 20L · 661 B

├─ ▾ 📁 scripts

│ ├─ 🐍 __init__.py Python 1L · 58 B

│ ├─ 🐍 config.py Python 24L · 682 B

│ ├─ 📋 config.yaml YAML 1L · 3 B

│ ├─ 🐍 skill.py Python 23L · 575 B

│ └─ 🐍 smyx_aggressive_behavior_detection_analysis.py Python 102L · 3.5 KB

├─ ▾ 📁 skills

│ ├─ ▾ 📁 smyx_analysis

│ │ ├─ ▾ 📁 references

│ │ │ └─ 📝 api_doc.md Markdown 19L · 427 B

│ │ ├─ ▾ 📁 scripts

│ │ │ ├─ 🐍 __init__.py Python 0 B

│ │ │ ├─ 🐍 api_service.py Python 40L · 1.5 KB

│ │ │ ├─ 🐍 config.py Python 39L · 1003 B

│ │ │ ├─ 📋 config.yaml YAML 1L · 3 B

│ │ │ ├─ 🐍 skill.py Python 175L · 6.4 KB

│ │ │ └─ 🐍 smyx_analysis.py Python 115L · 3.7 KB

│ │ ├─ 🐍 __init__.py Python 0 B

│ │ └─ 📄 requirements.txt Text 3L · 45 B

│ └─ ▾ 📁 smyx_common

│ ├─ ▾ 📁 scripts

│ │ ├─ 🐍 __init__.py Python 9L · 177 B

│ │ ├─ 🐍 api_service.py Python 101L · 2.6 KB

│ │ ├─ 🐍 base.py Python 33L · 469 B

│ │ ├─ 📋 config-dev.yaml YAML 6L · 214 B

│ │ ├─ 📋 config-prod.yaml YAML 0 B

│ │ ├─ 📋 config-test.yaml YAML 6L · 256 B

│ │ ├─ 🐍 config.py Python 399L · 23.8 KB

│ │ ├─ 📋 config.yaml YAML 15L · 473 B

│ │ ├─ 🐍 dao.py Python 499L · 17.8 KB

│ │ ├─ 🐍 skill.py Python 85L · 2.4 KB

│ │ └─ 🐍 util.py Python 718L · 28.1 KB

│ ├─ 🐍 __init__.py Python 0 B

│ └─ 📄 requirements.txt Text 3L · 47 B

├─ 📝 SKILL.md Markdown 261L · 11.7 KB

├─ 📋 _meta.json JSON 5L · 163 B

└─ 📝 skill-card.md Markdown 60L · 2.4 KB

Security positives

No active malicious code execution observed - subprocess code is commented out

API endpoints are hardcoded to legitimate domains (lifeemergence.com)

No base64 obfuscation or suspicious encoding patterns found

No direct IP network requests or C2 communication patterns

Dependencies are version-pinned (pydash==8.0.6, SQLAlchemy==2.0.46)

No credential exfiltration to external servers beyond declared API endpoints

Local database path is restricted to workspace data directory

HTTP requests use proper authentication headers (X-Access-Token, Authorization)