Hugging Face's logo

Datasets:
ProtectSkills
/
MaliciousAgentSkillsBench

Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
< 1K
ArXiv:
Tags:
security
ai-safety
llm-agents
agent-skills
claude-code
malware-detection
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
Yiiim0 commited on
Commit
422bf34
·
verified ·
1 Parent(s): 235221c

Update dataset to paper final release: 98,380-skill snapshot; 157 confirmed malicious (add Severity); refresh dataset card

Browse files
Files changed (3) hide show
  1. README.md +67 -29
  2. malicious_skills.csv +158 -158
  3. skills_dataset.csv +2 -2
README.md CHANGED
@@ -1,55 +1,93 @@
1
  ---
2
- title: MaliciousAgentSkillsBench
3
  license: mit
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4
  ---
5
 
6
- # "Do Not Mention This to the User": Detecting and Understanding Malicious Agent Skills
7
 
8
- A comprehensive security benchmark dataset and evaluation framework for Claude Code Agent Skills. We collect **98,380 skills** from two major platforms (skills.rest and skillsmp.com), including **157 malicious samples** identified through systematic security analysis.
9
 
10
- ## Purpose
 
 
11
 
12
- The code and data in this repository are intended exclusively for:
13
- - Academic research on AI agent security
14
- - Developing defense mechanisms against malicious agent skills
15
- - Evaluating the robustness of AI agent platforms
16
 
17
- ## Files
18
 
19
- | File | Rows | Description |
20
- |------|------|-------------|
21
- | `skills_dataset.csv` | 98,380 | Complete dataset (safe/suspicious/malicious) |
22
- | `malicious_skills.csv` | 157 | Malicious samples with vulnerability patterns |
 
23
 
24
- ## Columns
25
 
26
- **skills_dataset.csv:** `source,repo,skill_name,classification,url`
27
 
28
- **malicious_skills.csv:** `source,repo,skill_name,classification,Pattern`
29
 
30
- ## Usage
 
 
 
 
 
 
 
 
 
 
 
31
 
32
  ```python
33
- import pandas as pd
34
 
35
- # Load dataset
36
- df = pd.read_csv('skills_dataset.csv')
37
- malicious = pd.read_csv('malicious_skills.csv')
38
  ```
39
 
 
 
 
 
40
  ## Citation
41
 
42
  ```bibtex
43
- @misc{malicious_agent_skills_bench,
44
- title={"Do Not Mention This to the User": Detecting and Understanding Malicious Agent Skills},
45
- author={Anonymous},
46
- year={2026},
 
 
 
 
47
  }
48
  ```
49
 
50
- **GitHub:** https://github.com/protectskills/MaliciousAgentSkillsBench
51
-
52
  ## License
53
 
54
- MIT License
55
-
 
1
  ---
 
2
  license: mit
3
+ pretty_name: MaliciousAgentSkillsBench
4
+ language:
5
+ - en
6
+ tags:
7
+ - security
8
+ - ai-safety
9
+ - llm-agents
10
+ - agent-skills
11
+ - claude-code
12
+ - malware-detection
13
+ - prompt-injection
14
+ task_categories:
15
+ - text-classification
16
+ size_categories:
17
+ - 10K<n<100K
18
+ configs:
19
+ - config_name: skills_dataset
20
+ data_files:
21
+ - split: train
22
+ path: skills_dataset.csv
23
+ - config_name: malicious_skills
24
+ data_files:
25
+ - split: train
26
+ path: malicious_skills.csv
27
  ---
28
 
29
+ # MaliciousAgentSkillsBench
30
 
31
+ A security benchmark dataset of **Claude Code Agent Skills**, from the USENIX Security 2026 paper [*"Do Not Mention This to the User": Detecting and Understanding Malicious Agent Skills in the Wild*](https://arxiv.org/abs/2602.06547) — the first systematic study of malicious skills in the Claude Code ecosystem.
32
 
33
+ - 📄 **Paper:** <https://arxiv.org/abs/2602.06547>
34
+ - 💻 **Code & full evaluation framework:** <https://github.com/protectskills/MaliciousAgentSkillsBench>
35
+ - 📦 **Permanent archive:** <https://doi.org/10.5281/zenodo.20285751>
36
 
37
+ ## Dataset summary
 
 
 
38
 
39
+ The dataset is **three-tiered and nested**: a registry-wide snapshot of **98,380 skills** across **11,246 repositories** (skills.rest and skillsmp.com, January 2026), narrowed to **4,287 statically-flagged suspicious candidates** (Tier 2), of which **157 are behaviorally-confirmed malicious skills** (Tier 3). Because Tier 3 ⊆ Tier 2 ⊆ Tier 1, the tiers are **not additive**.
40
 
41
+ | Source | Repos | Tier 1 (All) | Tier 2 (Suspicious) | Tier 3 (Malicious) |
42
+ |--------|------:|------:|------:|------:|
43
+ | skills.rest | 2,337 | 25,187 | 814 | 21 |
44
+ | skillsmp.com | 8,909 | 73,193 | 3,473 | 136 |
45
+ | **Total** | **11,246** | **98,380** | **4,287** | **157** |
46
 
47
+ ## Files & configs
48
 
49
+ ### `skills_dataset.csv` — Tier-1 snapshot (98,380 rows)
50
 
51
+ Columns: `source`, `repo`, `skill_name`, `classification`, `url`.
52
 
53
+ `classification` is one of three **mutually exclusive** labels — `safe` (94,093), `suspicious` (4,130 unconfirmed candidates), and `malicious` (157). Adding `suspicious` + `malicious` = 4,287 reconstructs the paper's Tier-2 candidate set. The `url` field is redacted to avoid distributing pointers to confirmed-malicious repositories, using two markers:
54
+
55
+ - `[REDACTED]` — the row itself is `classification=malicious`.
56
+ - `[REDACTED:repo_contains_malicious]` — the row shares a repository with at least one confirmed-malicious skill.
57
+
58
+ ### `malicious_skills.csv` — Tier-3 confirmed set (157 rows, 69 repositories)
59
+
60
+ Columns: `source`, `repo`, `skill_name`, `classification`, `Pattern`, `Severity`.
61
+
62
+ `Pattern` holds semicolon-separated vulnerability-pattern labels; `Severity` is an aligned per-instance rating (`CRITICAL` / `HIGH` / `MEDIUM` / `LOW`) for each `Pattern` token.
63
+
64
+ ### Loading
65
 
66
  ```python
67
+ from datasets import load_dataset
68
 
69
+ snapshot = load_dataset("ProtectSkills/MaliciousAgentSkillsBench", "skills_dataset")
70
+ malicious = load_dataset("ProtectSkills/MaliciousAgentSkillsBench", "malicious_skills")
 
71
  ```
72
 
73
+ ## Intended use & ethics
74
+
75
+ This dataset is released for **defensive security research** on AI-agent ecosystems — detecting, measuring, and mitigating malicious agent skills. It contains metadata about real, potentially harmful skills; download URLs for confirmed-malicious repositories are withheld to prevent misuse. Do not use it to deploy or distribute malicious skills. Vulnerabilities found during the study were responsibly disclosed to the affected platform vendors.
76
+
77
  ## Citation
78
 
79
  ```bibtex
80
+ @misc{MaliciousAgentSkillsBench,
81
+ title={"Do Not Mention This to the User": Detecting and Understanding Malicious Agent Skills in the Wild},
82
+ author={Yi Liu and Zhihao Chen and Yanjun Zhang and Gelei Deng and Yuekang Li and Jianting Ning and Leo Yu Zhang},
83
+ year={2026},
84
+ eprint={2602.06547},
85
+ archivePrefix={arXiv},
86
+ primaryClass={cs.CR},
87
+ url={https://arxiv.org/abs/2602.06547},
88
  }
89
  ```
90
 
 
 
91
  ## License
92
 
93
+ MIT
 
malicious_skills.csv CHANGED
@@ -1,158 +1,158 @@
1
- source,repo,skill_name,classification,Pattern
2
- skills.rest,rest_73,project-init,malicious,Context Leakage;Hidden Instructions;Data Exfiltration;Remote Code Execution
3
- skills.rest,rest_154,github-multi-repo,malicious,External Transmission;Remote Code Execution
4
- skills.rest,rest_167,github-workflow-automation,malicious,External Transmission;Unpinned Dependencies;Remote Code Execution
5
- skills.rest,rest_234,flow-nexus-platform,malicious,External Transmission;Network sniffing / Credential theft;Behavior Manipulation;Excessive Permissions
6
- skills.rest,rest_330,tailadmin-patterns,malicious,Remote Code Execution; Behavior Manipulation
7
- skills.rest,rest_342,using-superpowers,malicious,Instruction Override
8
- skills.rest,rest_416,developer-growth-analysis,malicious,Context Leakage; Data Exfiltration; Network sniffing / Credential theft
9
- skills.rest,rest_422,legacy_v1,malicious,External Transmission; Behavior Manipulation
10
- skills.rest,rest_658,vercel-deploy,malicious,External Transmission; Behavior Manipulation
11
- skills.rest,rest_889,privilege-escalation-methods,malicious,File System Scan; Privilege Escalation; Behavior Manipulation; Hardcoded Tokens
12
- skills.rest,rest_1049,platform-porter,malicious,Privilege Escalation; File System Scan; Behavior Manipulation
13
- skills.rest,rest_1169,sqlite-agent-amplification,malicious,External Transmission; Remote Code Execution; Behavior Manipulation
14
- skills.rest,rest_1575,Skills,malicious,File System Scan; Behavior Manipulation
15
- skills.rest,rest_1659,math-calculator,malicious,Code Obfuscation; Remote Code Execution; Behavior Manipulation
16
- skills.rest,rest_2154,notion-export,malicious,Hidden Instructions; File System Scan; Behavior Manipulation
17
- skills.rest,rest_2313,database,malicious,Hardcoded Tokens
18
- skills.rest,rest_2347,sacred-space-protocol,malicious,Instruction Override; Behavior Manipulation
19
- skills.rest,rest_2872,pptx,malicious,Hidden Instructions; Code Obfuscation; Context Leakage; Remote Code Execution
20
- skills.rest,rest_3016,test-strategy,malicious,Instruction Override; Behavior Manipulation
21
- skills.rest,rest_3018,e2e-validator,malicious,Instruction Override; Behavior Manipulation
22
- skills.rest,rest_3103,github-code-review,malicious,Context Leakage; Code Obfuscation; External Transmission; Privilege Escalation; Remote Code Execution; Network sniffing / Credential theft
23
- skillsmp.com,smp_86,oracle,malicious,External Transmission; Instruction Override; Remote Code Execution; Behavior Manipulation
24
- skillsmp.com,smp_170,acorns,malicious,Context Leakage; Remote Code Execution; Network sniffing / Credential theft
25
- skillsmp.com,smp_170,adobesign,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
26
- skillsmp.com,smp_170,american-airlines,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
27
- skillsmp.com,smp_170,amtrak,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
28
- skillsmp.com,smp_170,apple-music,malicious,External Transmission; Context Leakage; Remote Code Execution; Network sniffing / Credential theft
29
- skillsmp.com,smp_170,apple-tv-plus,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
30
- skillsmp.com,smp_170,audible,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
31
- skillsmp.com,smp_170,autotrader,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
32
- skillsmp.com,smp_170,behance,malicious,Context Leakage; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
33
- skillsmp.com,smp_170,brilliant,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
34
- skillsmp.com,smp_170,care-com,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
35
- skillsmp.com,smp_170,carfax,malicious,Hidden Instructions; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
36
- skillsmp.com,smp_170,caviar,malicious,Context Leakage; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
37
- skillsmp.com,smp_170,compass,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
38
- skillsmp.com,smp_170,coursera,malicious,Instruction Override; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
39
- skillsmp.com,smp_170,crunchyroll,malicious,External Transmission; Code Obfuscation; Remote Code Execution; Network sniffing / Credential theft
40
- skillsmp.com,smp_170,digitalocean,malicious,External Transmission; Context Leakage; Remote Code Execution; Network sniffing / Credential theft
41
- skillsmp.com,smp_170,discord-nitro,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
42
- skillsmp.com,smp_170,docusign,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft
43
- skillsmp.com,smp_170,expedia,malicious,Context Leakage; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
44
- skillsmp.com,smp_170,facebook,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
45
- skillsmp.com,smp_170,favor,malicious,Excessive Permissions; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
46
- skillsmp.com,smp_170,fidelity,malicious,Hidden Instructions; External Transmission; Excessive Permissions; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
47
- skillsmp.com,smp_170,firebase,malicious,External Transmission; Behavior Manipulation; Hardcoded Tokens; Remote Code Execution; Network sniffing / Credential theft
48
- skillsmp.com,smp_170,freshsales,malicious,Remote Code Execution; Network sniffing / Credential theft
49
- skillsmp.com,smp_170,funimation,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
50
- skillsmp.com,smp_170,geforce-now,malicious,Context Leakage; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
51
- skillsmp.com,smp_170,google-analytics,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
52
- skillsmp.com,smp_170,google-news,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
53
- skillsmp.com,smp_170,grammarly,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft
54
- skillsmp.com,smp_170,grubhub,malicious,External Transmission; Behavior Manipulation; File System Scan; Remote Code Execution; Network sniffing / Credential theft
55
- skillsmp.com,smp_170,hashnode,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft
56
- skillsmp.com,smp_170,hemingway,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft
57
- skillsmp.com,smp_170,heygen,malicious,Context Leakage; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
58
- skillsmp.com,smp_170,homeadvisor,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
59
- skillsmp.com,smp_170,humble-bundle,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
60
- skillsmp.com,smp_170,hungryroot,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
61
- skillsmp.com,smp_170,indeed,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Hardcoded Tokens
62
- skillsmp.com,smp_170,invision,malicious,Context Leakage; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
63
- skillsmp.com,smp_170,itch-io,malicious,Context Leakage; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
64
- skillsmp.com,smp_170,kayak,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
65
- skillsmp.com,smp_170,kindle,malicious,Instruction Override; Remote Code Execution; Network sniffing / Credential theft
66
- skillsmp.com,smp_170,labcorp,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
67
- skillsmp.com,smp_170,lawpay,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
68
- skillsmp.com,smp_170,linkedin,malicious,Remote Code Execution; Network sniffing / Credential theft
69
- skillsmp.com,smp_170,mdlive,malicious,Context Leakage; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
70
- skillsmp.com,smp_170,medium,malicious,Code Obfuscation; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
71
- skillsmp.com,smp_170,mercury,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
72
- skillsmp.com,smp_170,newegg,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
73
- skillsmp.com,smp_170,nextdoor,malicious,Context Leakage; Excessive Permissions; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
74
- skillsmp.com,smp_170,nike-run-club,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
75
- skillsmp.com,smp_170,offerpad,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
76
- skillsmp.com,smp_170,outlook,malicious,Context Leakage; Instruction Override; Hidden Instructions; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
77
- skillsmp.com,smp_170,pandadoc,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
78
- skillsmp.com,smp_170,pandora,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
79
- skillsmp.com,smp_170,peacock,malicious,Context Leakage; Hidden Instructions; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
80
- skillsmp.com,smp_170,philips-hue,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
81
- skillsmp.com,smp_170,playstation,malicious,Code Obfuscation; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
82
- skillsmp.com,smp_170,policygenius,malicious,Hidden Instructions; External Transmission; Remote Code Execution; Network sniffing / Credential theft
83
- skillsmp.com,smp_170,progressive,malicious,Hidden Instructions; Remote Code Execution; Network sniffing / Credential theft
84
- skillsmp.com,smp_170,repairpal,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
85
- skillsmp.com,smp_170,reuters,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
86
- skillsmp.com,smp_170,roblox,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft
87
- skillsmp.com,smp_170,rover,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft
88
- skillsmp.com,smp_170,sephora,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
89
- skillsmp.com,smp_170,spotify,malicious,Hidden Instructions; Remote Code Execution; Behavior Manipulation
90
- skillsmp.com,smp_170,sprout-social,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
91
- skillsmp.com,smp_170,statefarm,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
92
- skillsmp.com,smp_170,teladoc,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
93
- skillsmp.com,smp_170,thumbtack,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft
94
- skillsmp.com,smp_170,tidal,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
95
- skillsmp.com,smp_170,turo,malicious,Remote Code Execution; Network sniffing / Credential theft
96
- skillsmp.com,smp_170,upstash,malicious,Remote Code Execution; Network sniffing / Credential theft
97
- skillsmp.com,smp_170,vanguard,malicious,Remote Code Execution; Network sniffing / Credential theft
98
- skillsmp.com,smp_170,vercel,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
99
- skillsmp.com,smp_170,vrbo,malicious,Remote Code Execution
100
- skillsmp.com,smp_170,walgreens,malicious,External Transmission; Code Obfuscation; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
101
- skillsmp.com,smp_170,webflow,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft
102
- skillsmp.com,smp_170,wish,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
103
- skillsmp.com,smp_170,yourmechanic,malicious,Remote Code Execution; Network sniffing / Credential theft
104
- skillsmp.com,smp_170,zapier,malicious,Data Exfiltration; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
105
- skillsmp.com,smp_170,zappos,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
106
- skillsmp.com,smp_170,zeplin,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
107
- skillsmp.com,smp_170,zoho-crm,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation
108
- skillsmp.com,smp_170,zoom,malicious,External Transmission; Code Obfuscation; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
109
- skillsmp.com,smp_413,hooks-automation,malicious,External Transmission; Context Leakage; Remote Code Execution; Network sniffing / Credential theft
110
- skillsmp.com,smp_716,stealth-ghosting,malicious,File System Scan; External Transmission; Instruction Override; Behavior Manipulation
111
- skillsmp.com,smp_716,stealth-ops,malicious,File System Scan; Behavior Manipulation; Remote Code Execution
112
- skillsmp.com,smp_866,lark-agent-simple,malicious,Network sniffing / Credential theft
113
- skillsmp.com,smp_1139,bsa-brainstorm,malicious,Instruction Override
114
- skillsmp.com,smp_1160,hacs,malicious,External Transmission; File System Scan; Context Leakage; Remote Code Execution
115
- skillsmp.com,smp_1535,jetaasc-newsletter,malicious,Hidden Instructions; Code Obfuscation; Remote Code Execution; External Transmission
116
- skillsmp.com,smp_1710,web-build,malicious,Context Leakage; Behavior Manipulation; Network sniffing / Credential theft
117
- skillsmp.com,smp_1881,nanobanana-base,malicious,Network sniffing / Credential theft
118
- skillsmp.com,smp_2332,context7,malicious,Hidden Instructions; Code Obfuscation; Context Leakage
119
- skillsmp.com,smp_2343,gemini-image,malicious,External Transmission; Instruction Override; Network sniffing / Credential theft; Behavior Manipulation
120
- skillsmp.com,smp_2362,codex-chat,malicious,Privilege Escalation; Instruction Override; Behavior Manipulation
121
- skillsmp.com,smp_2362,codex-tools,malicious,Instruction Override; Behavior Manipulation
122
- skillsmp.com,smp_2362,terra-data,malicious,Network sniffing / Credential theft
123
- skillsmp.com,smp_2370,hive-mind-advanced,malicious,Context Leakage; External Transmission; Privilege Escalation; Behavior Manipulation; File System Scan; Remote Code Execution
124
- skillsmp.com,smp_2485,full_upload_injected_pptx_skill,malicious,External Transmission; Context Leakage; Behavior Manipulation
125
- skillsmp.com,smp_2485,url_injected_pptx_skill,malicious,Hidden Instructions; External Transmission; Context Leakage; Behavior Manipulation
126
- skillsmp.com,smp_2559,hello,malicious,Instruction Override; Behavior Manipulation
127
- skillsmp.com,smp_2663,ai-truthfulness-enforcer,malicious,Instruction Override; Behavior Manipulation
128
- skillsmp.com,smp_2670,weekly-plan,malicious,Network sniffing / Credential theft
129
- skillsmp.com,smp_2795,email,malicious,External Transmission; Behavior Manipulation; Hardcoded Tokens
130
- skillsmp.com,smp_3101,setup-claude-skills-for-web,malicious,Remote Code Execution; Behavior Manipulation
131
- skillsmp.com,smp_3588,browser-automation,malicious,Context Leakage; Code Obfuscation; External Transmission; Behavior Manipulation; Hardcoded Tokens; Remote Code Execution
132
- skillsmp.com,smp_3604,dexter,malicious,File System Scan; Remote Code Execution
133
- skillsmp.com,smp_3639,network-conftest-generator,malicious,External Transmission; Remote Code Execution
134
- skillsmp.com,smp_3764,analytics,malicious,External Transmission; Network sniffing / Credential theft
135
- skillsmp.com,smp_4367,page,malicious,External Transmission; Unpinned Dependencies; Remote Code Execution
136
- skillsmp.com,smp_4412,agentic-jujutsu,malicious,Unpinned Dependencies; External Transmission; Code Obfuscation; Data Exfiltration; Behavior Manipulation; File System Scan; Remote Code Execution; Network sniffing / Credential theft
137
- skillsmp.com,smp_4712,infra-tester,malicious,Remote Code Execution
138
- skillsmp.com,smp_4727,my-skill,malicious,Hidden Instructions; Code Obfuscation; Remote Code Execution; Behavior Manipulation
139
- skillsmp.com,smp_4729,ccw-maven-setup,malicious,Unpinned Dependencies; Privilege Escalation; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft
140
- skillsmp.com,smp_4914,graphics-api,malicious,Instruction Override
141
- skillsmp.com,smp_4977,runpod-ops,malicious,Unpinned Dependencies; Remote Code Execution; Network sniffing / Credential theft
142
- skillsmp.com,smp_6028,slack-bridge,malicious,Instruction Override; Remote Code Execution; Behavior Manipulation
143
- skillsmp.com,smp_6344,chrome-devtools,malicious,Code Obfuscation; Hardcoded Tokens
144
- skillsmp.com,smp_7251,flow-nexus-neural,malicious,Context Leakage; Instruction Override; External Transmission; Behavior Manipulation; Remote Code Execution
145
- skillsmp.com,smp_7332,idea-skill,malicious,Instruction Override; Hardcoded Tokens
146
- skillsmp.com,smp_7676,oh-notes,malicious,Data Exfiltration; Instruction Override
147
- skillsmp.com,smp_7843,updating-neon-logos,malicious,Remote Code Execution
148
- skillsmp.com,smp_7974,load-skills,malicious,External Transmission; Instruction Override; Remote Code Execution; Behavior Manipulation
149
- skillsmp.com,smp_8313,twitter_poster,malicious,Network sniffing / Credential theft
150
- skillsmp.com,smp_8380,cc10x-router,malicious,Instruction Override; Behavior Manipulation
151
- skillsmp.com,smp_8452,flow-nexus-platform,malicious,Context Leakage; External Transmission; Behavior Manipulation; File System Scan; Remote Code Execution
152
- skillsmp.com,smp_8593,worker,malicious,External Transmission; Instruction Override; Remote Code Execution
153
- skillsmp.com,smp_8691,doc-scraper,malicious,Hidden Instructions; Code Obfuscation; Remote Code Execution; Behavior Manipulation
154
- skillsmp.com,smp_9014,plan-refine,malicious,Network sniffing / Credential theft
155
- skillsmp.com,smp_9021,find-incomplete-series,malicious,External Transmission; Network sniffing / Credential theft; Hardcoded Tokens
156
- skillsmp.com,smp_9124,image-generator,malicious,Instruction Override; Network sniffing / Credential theft; Hardcoded Tokens
157
- skillsmp.com,smp_9692,yaml-workflow-executor,malicious,Remote Code Execution
158
- skillsmp.com,smp_10280,flow-nexus-swarm,malicious,External Transmission; Context Leakage; Remote Code Execution; Behavior Manipulation
 
1
+ source,repo,skill_name,classification,Pattern,Severity
2
+ skills.rest,rest_73,project-init,malicious,Context Leakage; Hidden Instructions; Data Exfiltration; Remote Code Execution,HIGH; HIGH; HIGH; CRITICAL
3
+ skills.rest,rest_154,github-multi-repo,malicious,External Transmission; Remote Code Execution,HIGH; HIGH
4
+ skills.rest,rest_167,github-workflow-automation,malicious,External Transmission; Command Injection; Remote Code Execution,HIGH; MEDIUM; CRITICAL
5
+ skills.rest,rest_234,flow-nexus-platform,malicious,External Transmission; Network sniffing / Credential theft; Behavior Manipulation; Excessive Permissions,HIGH; CRITICAL; MEDIUM; HIGH
6
+ skills.rest,rest_330,tailadmin-patterns,malicious,Remote Code Execution; Behavior Manipulation,CRITICAL; HIGH
7
+ skills.rest,rest_342,using-superpowers,malicious,Instruction Override; Instruction Override; Instruction Override; Instruction Override,CRITICAL; HIGH; MEDIUM; MEDIUM
8
+ skills.rest,rest_416,developer-growth-analysis,malicious,Context Leakage; Data Exfiltration; Network sniffing / Credential theft,CRITICAL; CRITICAL; CRITICAL
9
+ skills.rest,rest_422,legacy_v1,malicious,External Transmission; Behavior Manipulation; Behavior Manipulation,MEDIUM; CRITICAL; MEDIUM
10
+ skills.rest,rest_658,vercel-deploy,malicious,External Transmission; Behavior Manipulation,CRITICAL; HIGH
11
+ skills.rest,rest_889,privilege-escalation-methods,malicious,File System Scan; Privilege Escalation; Privilege Escalation; Privilege Escalation; Privilege Escalation; Privilege Escalation; Privilege Escalation; Privilege Escalation; Behavior Manipulation; Hardcoded Tokens; Hardcoded Tokens; Hardcoded Tokens; Hardcoded Tokens,MEDIUM; HIGH; HIGH; HIGH; MEDIUM; MEDIUM; MEDIUM; MEDIUM; HIGH; HIGH; HIGH; HIGH; HIGH
12
+ skills.rest,rest_1049,platform-porter,malicious,Privilege Escalation; File System Scan; Behavior Manipulation,MEDIUM; MEDIUM; MEDIUM
13
+ skills.rest,rest_1169,sqlite-agent-amplification,malicious,External Transmission; Remote Code Execution; Behavior Manipulation,HIGH; CRITICAL; CRITICAL
14
+ skills.rest,rest_1575,Skills,malicious,File System Scan; Behavior Manipulation,HIGH; MEDIUM
15
+ skills.rest,rest_1659,math-calculator,malicious,Code Obfuscation; Remote Code Execution; Remote Code Execution; Behavior Manipulation,CRITICAL; CRITICAL; HIGH; HIGH
16
+ skills.rest,rest_2154,notion-export,malicious,Hidden Instructions; File System Scan; Behavior Manipulation,CRITICAL; MEDIUM; HIGH
17
+ skills.rest,rest_2313,database,malicious,Hardcoded Tokens,CRITICAL
18
+ skills.rest,rest_2347,sacred-space-protocol,malicious,Instruction Override; Behavior Manipulation,CRITICAL; MEDIUM
19
+ skills.rest,rest_2872,pptx,malicious,Hidden Instructions; Code Obfuscation; Context Leakage; Remote Code Execution,CRITICAL; CRITICAL; CRITICAL; CRITICAL
20
+ skills.rest,rest_3016,test-strategy,malicious,Instruction Override; Behavior Manipulation,CRITICAL; HIGH
21
+ skills.rest,rest_3018,e2e-validator,malicious,Instruction Override; Behavior Manipulation,CRITICAL; HIGH
22
+ skills.rest,rest_3103,github-code-review,malicious,Context Leakage; Code Obfuscation; External Transmission; Privilege Escalation; Remote Code Execution; Network sniffing / Credential theft,HIGH; CRITICAL; HIGH; MEDIUM; CRITICAL; CRITICAL
23
+ skillsmp.com,smp_86,oracle,malicious,External Transmission; Instruction Override; Remote Code Execution; Remote Code Execution; Behavior Manipulation,HIGH; CRITICAL; CRITICAL; CRITICAL; HIGH
24
+ skillsmp.com,smp_170,acorns,malicious,Context Leakage; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; CRITICAL; HIGH; HIGH
25
+ skillsmp.com,smp_170,adobesign,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; HIGH; HIGH; MEDIUM
26
+ skillsmp.com,smp_170,american-airlines,malicious,Remote Code Execution; Network sniffing / Credential theft; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; CRITICAL; HIGH; MEDIUM
27
+ skillsmp.com,smp_170,amtrak,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation; Behavior Manipulation,CRITICAL; HIGH; HIGH; MEDIUM; MEDIUM
28
+ skillsmp.com,smp_170,apple-music,malicious,External Transmission; Context Leakage; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft,HIGH; HIGH; CRITICAL; CRITICAL; CRITICAL
29
+ skillsmp.com,smp_170,apple-tv-plus,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; HIGH; MEDIUM
30
+ skillsmp.com,smp_170,audible,malicious,External Transmission; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; HIGH; HIGH; MEDIUM
31
+ skillsmp.com,smp_170,autotrader,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; HIGH; MEDIUM
32
+ skillsmp.com,smp_170,behance,malicious,Context Leakage; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,HIGH; HIGH; MEDIUM; CRITICAL; CRITICAL
33
+ skillsmp.com,smp_170,brilliant,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; HIGH; MEDIUM
34
+ skillsmp.com,smp_170,care-com,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; MEDIUM; HIGH; MEDIUM
35
+ skillsmp.com,smp_170,carfax,malicious,Hidden Instructions; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; MEDIUM; HIGH; CRITICAL; HIGH
36
+ skillsmp.com,smp_170,caviar,malicious,Context Leakage; External Transmission; Behavior Manipulation; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; MEDIUM; MEDIUM; CRITICAL; CRITICAL; CRITICAL
37
+ skillsmp.com,smp_170,compass,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation; Behavior Manipulation,CRITICAL; HIGH; HIGH; CRITICAL; MEDIUM
38
+ skillsmp.com,smp_170,coursera,malicious,Instruction Override; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; CRITICAL; HIGH; MEDIUM
39
+ skillsmp.com,smp_170,crunchyroll,malicious,External Transmission; Code Obfuscation; Remote Code Execution; Network sniffing / Credential theft,HIGH; MEDIUM; CRITICAL; CRITICAL
40
+ skillsmp.com,smp_170,digitalocean,malicious,External Transmission; External Transmission; Context Leakage; Remote Code Execution; Network sniffing / Credential theft,HIGH; HIGH; MEDIUM; CRITICAL; MEDIUM
41
+ skillsmp.com,smp_170,discord-nitro,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation; Behavior Manipulation; Behavior Manipulation,HIGH; CRITICAL; CRITICAL; HIGH; HIGH; MEDIUM
42
+ skillsmp.com,smp_170,docusign,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; CRITICAL; MEDIUM
43
+ skillsmp.com,smp_170,expedia,malicious,Context Leakage; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; HIGH; MEDIUM; CRITICAL; HIGH
44
+ skillsmp.com,smp_170,facebook,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation; Behavior Manipulation,CRITICAL; MEDIUM; CRITICAL; HIGH; MEDIUM
45
+ skillsmp.com,smp_170,favor,malicious,Excessive Permissions; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,LOW; MEDIUM; MEDIUM; CRITICAL; HIGH
46
+ skillsmp.com,smp_170,fidelity,malicious,Hidden Instructions; External Transmission; Excessive Permissions; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,HIGH; HIGH; MEDIUM; MEDIUM; CRITICAL; HIGH
47
+ skillsmp.com,smp_170,firebase,malicious,External Transmission; Behavior Manipulation; Hardcoded Tokens; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; MEDIUM; HIGH; CRITICAL; CRITICAL
48
+ skillsmp.com,smp_170,freshsales,malicious,Remote Code Execution; Network sniffing / Credential theft,CRITICAL; MEDIUM
49
+ skillsmp.com,smp_170,funimation,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; HIGH; MEDIUM
50
+ skillsmp.com,smp_170,geforce-now,malicious,Context Leakage; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,HIGH; HIGH; MEDIUM; CRITICAL; HIGH
51
+ skillsmp.com,smp_170,google-analytics,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; HIGH; HIGH; MEDIUM
52
+ skillsmp.com,smp_170,google-news,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; HIGH; HIGH; MEDIUM
53
+ skillsmp.com,smp_170,grammarly,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; CRITICAL; HIGH
54
+ skillsmp.com,smp_170,grubhub,malicious,External Transmission; Behavior Manipulation; File System Scan; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; MEDIUM; MEDIUM; CRITICAL; HIGH
55
+ skillsmp.com,smp_170,hashnode,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; CRITICAL; MEDIUM
56
+ skillsmp.com,smp_170,hemingway,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft,HIGH; CRITICAL; HIGH
57
+ skillsmp.com,smp_170,heygen,malicious,Context Leakage; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; HIGH; MEDIUM
58
+ skillsmp.com,smp_170,homeadvisor,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; HIGH; MEDIUM
59
+ skillsmp.com,smp_170,humble-bundle,malicious,External Transmission; External Transmission; Remote Code Execution; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; HIGH; CRITICAL; CRITICAL; CRITICAL; HIGH; MEDIUM
60
+ skillsmp.com,smp_170,hungryroot,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation; Behavior Manipulation,CRITICAL; HIGH; CRITICAL; HIGH; MEDIUM
61
+ skillsmp.com,smp_170,indeed,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Hardcoded Tokens,HIGH; CRITICAL; HIGH; MEDIUM
62
+ skillsmp.com,smp_170,invision,malicious,Context Leakage; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft; Network sniffing / Credential theft,HIGH; HIGH; MEDIUM; CRITICAL; CRITICAL; CRITICAL
63
+ skillsmp.com,smp_170,itch-io,malicious,Context Leakage; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; CRITICAL; MEDIUM
64
+ skillsmp.com,smp_170,kayak,malicious,Remote Code Execution; Network sniffing / Credential theft; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; HIGH; HIGH; MEDIUM
65
+ skillsmp.com,smp_170,kindle,malicious,Instruction Override; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; CRITICAL; HIGH; CRITICAL
66
+ skillsmp.com,smp_170,labcorp,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; HIGH; HIGH; MEDIUM
67
+ skillsmp.com,smp_170,lawpay,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation; Behavior Manipulation; Behavior Manipulation,HIGH; CRITICAL; HIGH; HIGH; MEDIUM; MEDIUM
68
+ skillsmp.com,smp_170,linkedin,malicious,Remote Code Execution; Network sniffing / Credential theft,CRITICAL; HIGH
69
+ skillsmp.com,smp_170,mdlive,malicious,Context Leakage; Remote Code Execution; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; CRITICAL; HIGH; HIGH; MEDIUM
70
+ skillsmp.com,smp_170,medium,malicious,Code Obfuscation; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,HIGH; MEDIUM; MEDIUM; CRITICAL; CRITICAL
71
+ skillsmp.com,smp_170,mercury,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; CRITICAL; HIGH
72
+ skillsmp.com,smp_170,newegg,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; HIGH; MEDIUM
73
+ skillsmp.com,smp_170,nextdoor,malicious,Context Leakage; Excessive Permissions; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; MEDIUM; HIGH; MEDIUM; CRITICAL; CRITICAL
74
+ skillsmp.com,smp_170,nike-run-club,malicious,External Transmission; External Transmission; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; MEDIUM; CRITICAL; CRITICAL; HIGH; MEDIUM
75
+ skillsmp.com,smp_170,offerpad,malicious,Remote Code Execution; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; CRITICAL; MEDIUM; HIGH; MEDIUM
76
+ skillsmp.com,smp_170,outlook,malicious,Context Leakage; Instruction Override; Hidden Instructions; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; MEDIUM; CRITICAL; MEDIUM; MEDIUM; CRITICAL; HIGH
77
+ skillsmp.com,smp_170,pandadoc,malicious,Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; HIGH; HIGH
78
+ skillsmp.com,smp_170,pandora,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; CRITICAL; MEDIUM
79
+ skillsmp.com,smp_170,peacock,malicious,Context Leakage; Hidden Instructions; External Transmission; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; MEDIUM; MEDIUM; MEDIUM; CRITICAL; HIGH
80
+ skillsmp.com,smp_170,philips-hue,malicious,Remote Code Execution; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; HIGH; HIGH; CRITICAL; MEDIUM
81
+ skillsmp.com,smp_170,playstation,malicious,Code Obfuscation; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; HIGH; MEDIUM
82
+ skillsmp.com,smp_170,policygenius,malicious,Hidden Instructions; External Transmission; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; MEDIUM; CRITICAL; HIGH
83
+ skillsmp.com,smp_170,progressive,malicious,Hidden Instructions; Hidden Instructions; Remote Code Execution; Network sniffing / Credential theft; Network sniffing / Credential theft,HIGH; MEDIUM; CRITICAL; CRITICAL; CRITICAL
84
+ skillsmp.com,smp_170,repairpal,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; CRITICAL; MEDIUM
85
+ skillsmp.com,smp_170,reuters,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; HIGH; MEDIUM
86
+ skillsmp.com,smp_170,roblox,malicious,External Transmission; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; CRITICAL; CRITICAL; MEDIUM
87
+ skillsmp.com,smp_170,rover,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Network sniffing / Credential theft,MEDIUM; CRITICAL; CRITICAL; HIGH
88
+ skillsmp.com,smp_170,sephora,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; HIGH; MEDIUM
89
+ skillsmp.com,smp_170,spotify,malicious,Hidden Instructions; Remote Code Execution; Behavior Manipulation,MEDIUM; CRITICAL; MEDIUM
90
+ skillsmp.com,smp_170,sprout-social,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation; Behavior Manipulation,CRITICAL; HIGH; CRITICAL; HIGH; MEDIUM
91
+ skillsmp.com,smp_170,statefarm,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; HIGH; MEDIUM
92
+ skillsmp.com,smp_170,teladoc,malicious,Remote Code Execution; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation; Behavior Manipulation,CRITICAL; HIGH; MEDIUM; HIGH; HIGH; MEDIUM
93
+ skillsmp.com,smp_170,thumbtack,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; CRITICAL; MEDIUM
94
+ skillsmp.com,smp_170,tidal,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; HIGH; MEDIUM
95
+ skillsmp.com,smp_170,turo,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft,CRITICAL; CRITICAL; HIGH
96
+ skillsmp.com,smp_170,upstash,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft,CRITICAL; MEDIUM; MEDIUM
97
+ skillsmp.com,smp_170,vanguard,malicious,Remote Code Execution; Network sniffing / Credential theft,CRITICAL; HIGH
98
+ skillsmp.com,smp_170,vercel,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; HIGH; HIGH
99
+ skillsmp.com,smp_170,vrbo,malicious,Remote Code Execution,CRITICAL
100
+ skillsmp.com,smp_170,walgreens,malicious,External Transmission; Code Obfuscation; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; LOW; MEDIUM; CRITICAL; HIGH
101
+ skillsmp.com,smp_170,webflow,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Network sniffing / Credential theft,HIGH; CRITICAL; CRITICAL; HIGH
102
+ skillsmp.com,smp_170,wish,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; HIGH; CRITICAL; MEDIUM
103
+ skillsmp.com,smp_170,yourmechanic,malicious,Remote Code Execution; Network sniffing / Credential theft,CRITICAL; MEDIUM
104
+ skillsmp.com,smp_170,zapier,malicious,Data Exfiltration; Remote Code Execution; Network sniffing / Credential theft; Network sniffing / Credential theft; Behavior Manipulation,HIGH; CRITICAL; CRITICAL; HIGH; MEDIUM
105
+ skillsmp.com,smp_170,zappos,malicious,Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation; Behavior Manipulation,CRITICAL; HIGH; CRITICAL; HIGH; MEDIUM
106
+ skillsmp.com,smp_170,zeplin,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; HIGH; MEDIUM
107
+ skillsmp.com,smp_170,zoho-crm,malicious,External Transmission; Remote Code Execution; Network sniffing / Credential theft; Behavior Manipulation,MEDIUM; CRITICAL; HIGH; MEDIUM
108
+ skillsmp.com,smp_170,zoom,malicious,External Transmission; Code Obfuscation; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft,HIGH; MEDIUM; MEDIUM; CRITICAL; CRITICAL
109
+ skillsmp.com,smp_413,hooks-automation,malicious,External Transmission; Context Leakage; Remote Code Execution; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft,HIGH; CRITICAL; CRITICAL; CRITICAL; CRITICAL; CRITICAL
110
+ skillsmp.com,smp_716,stealth-ghosting,malicious,File System Scan; External Transmission; Instruction Override; Behavior Manipulation,MEDIUM; HIGH; CRITICAL; MEDIUM
111
+ skillsmp.com,smp_716,stealth-ops,malicious,File System Scan; Behavior Manipulation; Behavior Manipulation; Remote Code Execution,MEDIUM; MEDIUM; MEDIUM; CRITICAL
112
+ skillsmp.com,smp_866,lark-agent-simple,malicious,Network sniffing / Credential theft; Network sniffing / Credential theft,CRITICAL; MEDIUM
113
+ skillsmp.com,smp_1139,bsa-brainstorm,malicious,Instruction Override,CRITICAL
114
+ skillsmp.com,smp_1160,hacs,malicious,External Transmission; External Transmission; File System Scan; File System Scan; Context Leakage; Remote Code Execution,HIGH; MEDIUM; HIGH; MEDIUM; HIGH; MEDIUM
115
+ skillsmp.com,smp_1535,jetaasc-newsletter,malicious,Hidden Instructions; Code Obfuscation; Remote Code Execution; External Transmission,CRITICAL; CRITICAL; CRITICAL; HIGH
116
+ skillsmp.com,smp_1710,web-build,malicious,Context Leakage; Behavior Manipulation; Network sniffing / Credential theft,CRITICAL; HIGH; CRITICAL
117
+ skillsmp.com,smp_1881,nanobanana-base,malicious,Network sniffing / Credential theft; Network sniffing / Credential theft,CRITICAL; CRITICAL
118
+ skillsmp.com,smp_2332,context7,malicious,Hidden Instructions; Code Obfuscation; Context Leakage,CRITICAL; CRITICAL; HIGH
119
+ skillsmp.com,smp_2343,gemini-image,malicious,External Transmission; Instruction Override; Network sniffing / Credential theft; Behavior Manipulation,CRITICAL; CRITICAL; CRITICAL; MEDIUM
120
+ skillsmp.com,smp_2362,codex-chat,malicious,Privilege Escalation; Instruction Override; Instruction Override; Behavior Manipulation,HIGH; CRITICAL; CRITICAL; HIGH
121
+ skillsmp.com,smp_2362,codex-tools,malicious,Instruction Override; Behavior Manipulation,CRITICAL; HIGH
122
+ skillsmp.com,smp_2362,terra-data,malicious,Network sniffing / Credential theft,CRITICAL
123
+ skillsmp.com,smp_2370,hive-mind-advanced,malicious,Context Leakage; External Transmission; Privilege Escalation; Behavior Manipulation; Behavior Manipulation; Behavior Manipulation; File System Scan; Remote Code Execution; Remote Code Execution,CRITICAL; CRITICAL; MEDIUM; CRITICAL; CRITICAL; HIGH; HIGH; CRITICAL; CRITICAL
124
+ skillsmp.com,smp_2485,full_upload_injected_pptx_skill,malicious,External Transmission; Context Leakage; Behavior Manipulation,CRITICAL; HIGH; HIGH
125
+ skillsmp.com,smp_2485,url_injected_pptx_skill,malicious,Hidden Instructions; External Transmission; Context Leakage; Behavior Manipulation; Behavior Manipulation,CRITICAL; CRITICAL; CRITICAL; CRITICAL; HIGH
126
+ skillsmp.com,smp_2559,hello,malicious,Instruction Override; Behavior Manipulation,CRITICAL; MEDIUM
127
+ skillsmp.com,smp_2663,ai-truthfulness-enforcer,malicious,Instruction Override; Instruction Override; Instruction Override; Instruction Override; Instruction Override; Behavior Manipulation; Behavior Manipulation,CRITICAL; CRITICAL; CRITICAL; CRITICAL; CRITICAL; MEDIUM; MEDIUM
128
+ skillsmp.com,smp_2670,weekly-plan,malicious,Network sniffing / Credential theft,CRITICAL
129
+ skillsmp.com,smp_2795,email,malicious,External Transmission; External Transmission; Behavior Manipulation; Behavior Manipulation; Hardcoded Tokens,CRITICAL; HIGH; HIGH; MEDIUM; HIGH
130
+ skillsmp.com,smp_3101,setup-claude-skills-for-web,malicious,Remote Code Execution; Behavior Manipulation,CRITICAL; MEDIUM
131
+ skillsmp.com,smp_3588,browser-automation,malicious,Context Leakage; Code Obfuscation; External Transmission; Behavior Manipulation; Hardcoded Tokens; Remote Code Execution,HIGH; CRITICAL; CRITICAL; MEDIUM; CRITICAL; HIGH
132
+ skillsmp.com,smp_3604,dexter,malicious,File System Scan; Remote Code Execution,MEDIUM; CRITICAL
133
+ skillsmp.com,smp_3639,network-conftest-generator,malicious,External Transmission; Remote Code Execution,MEDIUM; MEDIUM
134
+ skillsmp.com,smp_3764,analytics,malicious,External Transmission; Network sniffing / Credential theft,HIGH; CRITICAL
135
+ skillsmp.com,smp_4367,page,malicious,External Transmission; Command Injection; Remote Code Execution,HIGH; MEDIUM; CRITICAL
136
+ skillsmp.com,smp_4412,agentic-jujutsu,malicious,Command Injection; External Transmission; Code Obfuscation; Data Exfiltration; Behavior Manipulation; File System Scan; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; HIGH; HIGH; HIGH; MEDIUM; MEDIUM; CRITICAL; CRITICAL
137
+ skillsmp.com,smp_4712,infra-tester,malicious,Remote Code Execution,CRITICAL
138
+ skillsmp.com,smp_4727,my-skill,malicious,Hidden Instructions; Code Obfuscation; Remote Code Execution; Behavior Manipulation,HIGH; CRITICAL; HIGH; MEDIUM
139
+ skillsmp.com,smp_4729,ccw-maven-setup,malicious,Command Injection; Privilege Escalation; Behavior Manipulation; Remote Code Execution; Network sniffing / Credential theft; Network sniffing / Credential theft,MEDIUM; HIGH; MEDIUM; CRITICAL; HIGH; MEDIUM
140
+ skillsmp.com,smp_4914,graphics-api,malicious,Instruction Override,CRITICAL
141
+ skillsmp.com,smp_4977,runpod-ops,malicious,Command Injection; Remote Code Execution; Remote Code Execution; Network sniffing / Credential theft,MEDIUM; CRITICAL; HIGH; HIGH
142
+ skillsmp.com,smp_6028,slack-bridge,malicious,Instruction Override; Instruction Override; Instruction Override; Remote Code Execution; Behavior Manipulation,CRITICAL; CRITICAL; CRITICAL; CRITICAL; MEDIUM
143
+ skillsmp.com,smp_6344,chrome-devtools,malicious,Code Obfuscation; Hardcoded Tokens; Hardcoded Tokens; Hardcoded Tokens; Hardcoded Tokens; Hardcoded Tokens,CRITICAL; CRITICAL; CRITICAL; CRITICAL; CRITICAL; CRITICAL
144
+ skillsmp.com,smp_7251,flow-nexus-neural,malicious,Context Leakage; Instruction Override; External Transmission; External Transmission; Behavior Manipulation; Remote Code Execution; Remote Code Execution; Remote Code Execution,HIGH; CRITICAL; CRITICAL; HIGH; HIGH; CRITICAL; CRITICAL; CRITICAL
145
+ skillsmp.com,smp_7332,idea-skill,malicious,Instruction Override; Instruction Override; Hardcoded Tokens,HIGH; MEDIUM; CRITICAL
146
+ skillsmp.com,smp_7676,oh-notes,malicious,Data Exfiltration; Instruction Override,CRITICAL; CRITICAL
147
+ skillsmp.com,smp_7843,updating-neon-logos,malicious,Remote Code Execution; Remote Code Execution,CRITICAL; HIGH
148
+ skillsmp.com,smp_7974,load-skills,malicious,External Transmission; Instruction Override; Remote Code Execution; Remote Code Execution; Behavior Manipulation,HIGH; CRITICAL; CRITICAL; CRITICAL; MEDIUM
149
+ skillsmp.com,smp_8313,twitter_poster,malicious,Network sniffing / Credential theft,CRITICAL
150
+ skillsmp.com,smp_8380,cc10x-router,malicious,Instruction Override; Instruction Override; Instruction Override; Instruction Override; Instruction Override; Behavior Manipulation,CRITICAL; CRITICAL; CRITICAL; CRITICAL; HIGH; MEDIUM
151
+ skillsmp.com,smp_8452,flow-nexus-platform,malicious,Context Leakage; External Transmission; Behavior Manipulation; File System Scan; Remote Code Execution,HIGH; MEDIUM; HIGH; MEDIUM; CRITICAL
152
+ skillsmp.com,smp_8593,worker,malicious,External Transmission; Instruction Override; Remote Code Execution,HIGH; CRITICAL; CRITICAL
153
+ skillsmp.com,smp_8691,doc-scraper,malicious,Hidden Instructions; Code Obfuscation; Remote Code Execution; Remote Code Execution; Behavior Manipulation,HIGH; HIGH; CRITICAL; CRITICAL; HIGH
154
+ skillsmp.com,smp_9014,plan-refine,malicious,Network sniffing / Credential theft,CRITICAL
155
+ skillsmp.com,smp_9021,find-incomplete-series,malicious,External Transmission; Network sniffing / Credential theft; Hardcoded Tokens,HIGH; CRITICAL; MEDIUM
156
+ skillsmp.com,smp_9124,image-generator,malicious,Instruction Override; Network sniffing / Credential theft; Hardcoded Tokens,HIGH; CRITICAL; CRITICAL
157
+ skillsmp.com,smp_9692,yaml-workflow-executor,malicious,Remote Code Execution,CRITICAL
158
+ skillsmp.com,smp_10280,flow-nexus-swarm,malicious,External Transmission; External Transmission; Context Leakage; Context Leakage; Remote Code Execution; Behavior Manipulation; Behavior Manipulation,HIGH; HIGH; CRITICAL; CRITICAL; CRITICAL; HIGH; HIGH
skills_dataset.csv CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:aa0533e1b995ccfaee22e7b63d468676a97bc0e8c3e89d88438346106fa66af5
3
- size 12906392
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:76be9193805678dfa7b849c604c0616c0793ece6811c88b6663eefdcd54c7597
3
+ size 10538735