Security audit

scarf-designer

Security checks for vulnerabilities and agentic risk

Overview

This skill is a documented clothing-design API helper with some sloppy naming and privacy caveats, but no hidden execution, persistence, or destructive behavior was found.

Install only if you are comfortable sending garment prompts, reference image URLs, customization details, tags, and session names to the DeepNLP/Craftsman service using your API key. Avoid proprietary or regulated design data unless you trust that service, treat returned share links as sensitive, and prefer pinned/trusted CLI tooling over the unpinned npx example.

A.I.G

Vulnerability Patterns

Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs

SkillSpector

Vulnerability Patterns

Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code

Findings (80)

Description-Behavior Mismatch

Medium

Category: Not specified by scanner
Confidence: 98% confidence
Finding: The manifest description scopes the skill to customized scarf design, including scarf-specific features like 3D viewers and multi-view generation. However, the documentation immediately expands the skill to a general clothing designer supporting T-shirts, shirts, hoodies, jackets, dresses, pants, hats, gloves, socks, and more, which is materially broader than a scarf-only skill.
Content: No source excerpt is available for this finding.

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 47)May include surrounding context.
[Manufacturing on Demand Send Designs to Factory]

text
| API | Description | |---------------------------------|--------------------------------------------------------------------------------------------------------------------------------| | clothing_generator_design_draft | Generate Design Draft of your preferred Clothing type, e.g. shirts, texture, dimension, customized text and logo for printing. |

Missing User Warnings

Medium

Category: Not specified by scanner
Confidence: 95% confidence
Finding: The skill sends prompts, image URLs, tags, session names, and other metadata to external DeepNLP/Craftsman endpoints, but the documentation does not clearly warn users about this outbound data flow. In an agent setting, users may unknowingly submit sensitive proprietary designs, personal data, or internal URLs to third-party services.
Content: No source excerpt is available for this finding.

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 153)May include surrounding context.
md
#### Requests Input Parameter | Parameter | Description | | ------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `prompt` | Text description of the desired clothing style, material, fit, dimensions, decoration, printing, personalization, or manufacturing intent | | `images` | Array of source image URLs used as visual references |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 156)May include surrounding context.
md
| Parameter | Description | | ------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `prompt` | Text description of the desired clothing style, material, fit, dimensions, decoration, printing, personalization, or manufacturing intent | | `images` | Array of source image URLs used as visual references | | `template_id` | Clothing template ID such as `t-shirt`, `shirt`, `polo-shirt`, `hoodie`, `jacket`, `coat`, `dress`, `skirt`, `pants`, `jeans`, `shorts`, `hat`, `scarf`, `gloves`, or `socks` | | `options` | Structured customization parameters defined by the selected clothing template | | `provider_model_id` | Clothing design provider/model identifier; `default` is supported |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 158)May include surrounding context.
md
| `prompt` | Text description of the desired clothing style, material, fit, dimensions, decoration, printing, personalization, or manufacturing intent | | `images` | Array of source image URLs used as visual references | | `template_id` | Clothing template ID such as `t-shirt`, `shirt`, `polo-shirt`, `hoodie`, `jacket`, `coat`, `dress`, `skirt`, `pants`, `jeans`, `shorts`, `hat`, `scarf`, `gloves`, or `socks` | | `options` | Structured customization parameters defined by the selected clothing template | | `provider_model_id` | Clothing design provider/model identifier; `default` is supported | | `session_name` | Name of the generated workspace session | | `tag_list` | Optional tags associated with the generation |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 159)May include surrounding context.
md
| `images` | Array of source image URLs used as visual references | | `template_id` | Clothing template ID such as `t-shirt`, `shirt`, `polo-shirt`, `hoodie`, `jacket`, `coat`, `dress`, `skirt`, `pants`, `jeans`, `shorts`, `hat`, `scarf`, `gloves`, or `socks` | | `options` | Structured customization parameters defined by the selected clothing template | | `provider_model_id` | Clothing design provider/model identifier; `default` is supported | | `session_name` | Name of the generated workspace session | | `tag_list` | Optional tags associated with the generation | | `mode` | Generation mode: `basic`, `standard`, `advanced`, or `demo` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 160)May include surrounding context.
md
| `template_id` | Clothing template ID such as `t-shirt`, `shirt`, `polo-shirt`, `hoodie`, `jacket`, `coat`, `dress`, `skirt`, `pants`, `jeans`, `shorts`, `hat`, `scarf`, `gloves`, or `socks` | | `options` | Structured customization parameters defined by the selected clothing template | | `provider_model_id` | Clothing design provider/model identifier; `default` is supported | | `session_name` | Name of the generated workspace session | | `tag_list` | Optional tags associated with the generation | | `mode` | Generation mode: `basic`, `standard`, `advanced`, or `demo` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 161)May include surrounding context.
md
| `options` | Structured customization parameters defined by the selected clothing template | | `provider_model_id` | Clothing design provider/model identifier; `default` is supported | | `session_name` | Name of the generated workspace session | | `tag_list` | Optional tags associated with the generation | | `mode` | Generation mode: `basic`, `standard`, `advanced`, or `demo` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 162)May include surrounding context.
md
| `provider_model_id` | Clothing design provider/model identifier; `default` is supported | | `session_name` | Name of the generated workspace session | | `tag_list` | Optional tags associated with the generation | | `mode` | Generation mode: `basic`, `standard`, `advanced`, or `demo` | #### Input Parameter Options

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 196)May include surrounding context.
md
**mode**: The mode as complexity of design for each generation task | ID | Description | | ---------- | ------------------------------------------------------------------------------------------------------------ | | `basic` | Basic complexity for design | | `standard` | Standard complexity for design |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 198)May include surrounding context.
md
| ID | Description | | ---------- | ------------------------------------------------------------------------------------------------------------ | | `basic` | Basic complexity for design | | `standard` | Standard complexity for design | | `advanced` | Advanced complexity for design | | `demo` | Demo mode for predefined/debug API results; use `basic`, `standard`, or `advanced` for production generation |

External Transmission

Medium

Category: Data Exfiltration
Confidence: 94% confidence
Finding: The documented workflow explicitly performs external transmission to https://agent.deepnlp.org/agent_router using an API key and user-supplied content. External transmission is expected for a SaaS design service, but it is still security-relevant because prompts, reference image URLs, and metadata leave the local trust boundary and may include sensitive information.
Content: Scanner excerpt · SKILL.md (reported line 208)May include surrounding context.
commandline
export DEEPNLP_ONEKEY_ROUTER_ACCESS=your_access_key curl -X POST "https://agent.deepnlp.org/agent_router" \ -H "Content-Type: application/json" \ -H "X-OneKey: $DEEPNLP_ONEKEY_ROUTER_ACCESS" \ -d '{

Missing User Warnings

Medium

Category: Not specified by scanner
Confidence: 93% confidence
Finding: The documentation instructs users to share the returned share_url without warning that it may provide access to generated designs, workspace status, and associated artifacts to anyone holding the link. If these URLs are guessable, logged, forwarded, or pasted into public channels, proprietary or personal design data could be exposed.
Content: No source excerpt is available for this finding.

Rp1

Medium

Category: MCP Rug Pull
Confidence: 70% confidence
Finding: npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
Content: No source excerpt is available for this finding.

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 400)May include surrounding context.
md
### Main Parameters | Parameter | Type | Default | Supported IDs | | -------------- |-------------|---------------------| --------------------------------------------------------------------------------------------------------------------------- | | `gender` | string | `unisex` | `male`, `female`, `unisex`, `kids` | | `sub_category` | string | `casual-shirt` | `dress-shirt`, `casual-shirt`, `oxford`, `oversized`, `crop-shirt`, `tunic`, `blouse` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 402)May include surrounding context.
md
| Parameter | Type | Default | Supported IDs | | -------------- |-------------|---------------------| --------------------------------------------------------------------------------------------------------------------------- | | `gender` | string | `unisex` | `male`, `female`, `unisex`, `kids` | | `sub_category` | string | `casual-shirt` | `dress-shirt`, `casual-shirt`, `oxford`, `oversized`, `crop-shirt`, `tunic`, `blouse` | | `material` | string | `default` | `default`, `cotton`, `organic-cotton`, `linen`, `silk`, `rayon`, `polyester`, `oxford`, `poplin`, `flannel`, `cotton-blend` | | `asset_size` | string | `default` | `default`, `xs`, `s`, `m`, `l`, `xl` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 409)May include surrounding context.
md
| Parameter | Type | Default | Supported IDs | | -------------- |-------------|---------------------| --------------------------------------------------------------------------------------------------------------------------- | | `gender` | string | `unisex` | `male`, `female`, `unisex`, `kids` | | `sub_category` | string | `casual-shirt` | `dress-shirt`, `casual-shirt`, `oxford`, `oversized`, `crop-shirt`, `tunic`, `blouse` | | `material` | string | `default` | `default`, `cotton`, `organic-cotton`, `linen`, `silk`, `rayon`, `polyester`, `oxford`, `poplin`, `flannel`, `cotton-blend` | | `asset_size` | string | `default` | `default`, `xs`, `s`, `m`, `l`, `xl` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 405)May include surrounding context.
md
| `gender` | string | `unisex` | `male`, `female`, `unisex`, `kids` | | `sub_category` | string | `casual-shirt` | `dress-shirt`, `casual-shirt`, `oxford`, `oversized`, `crop-shirt`, `tunic`, `blouse` | | `material` | string | `default` | `default`, `cotton`, `organic-cotton`, `linen`, `silk`, `rayon`, `polyester`, `oxford`, `poplin`, `flannel`, `cotton-blend` | | `asset_size` | string | `default` | `default`, `xs`, `s`, `m`, `l`, `xl` | | `fit` | string | `regular` | `slim`, `regular`, `relaxed`, `oversized` | | `collar` | string | `point` | `point`, `spread`, `mandarin`, `peter-pan`, `button-down`, `no-collar` | | `sleeve` | string | `short` | `short`, `long`, `puff`, `bell`, `bishop`, `sleeveless` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 561)May include surrounding context.
md
| `gender` | string | `unisex` | `male`, `female`, `unisex`, `kids` | | `sub_category` | string | `casual-shirt` | `dress-shirt`, `casual-shirt`, `oxford`, `oversized`, `crop-shirt`, `tunic`, `blouse` | | `material` | string | `default` | `default`, `cotton`, `organic-cotton`, `linen`, `silk`, `rayon`, `polyester`, `oxford`, `poplin`, `flannel`, `cotton-blend` | | `asset_size` | string | `default` | `default`, `xs`, `s`, `m`, `l`, `xl` | | `fit` | string | `regular` | `slim`, `regular`, `relaxed`, `oversized` | | `collar` | string | `point` | `point`, `spread`, `mandarin`, `peter-pan`, `button-down`, `no-collar` | | `sleeve` | string | `short` | `short`, `long`, `puff`, `bell`, `bishop`, `sleeveless` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 562)May include surrounding context.
md
| `gender` | string | `unisex` | `male`, `female`, `unisex`, `kids` | | `sub_category` | string | `casual-shirt` | `dress-shirt`, `casual-shirt`, `oxford`, `oversized`, `crop-shirt`, `tunic`, `blouse` | | `material` | string | `default` | `default`, `cotton`, `organic-cotton`, `linen`, `silk`, `rayon`, `polyester`, `oxford`, `poplin`, `flannel`, `cotton-blend` | | `asset_size` | string | `default` | `default`, `xs`, `s`, `m`, `l`, `xl` | | `fit` | string | `regular` | `slim`, `regular`, `relaxed`, `oversized` | | `collar` | string | `point` | `point`, `spread`, `mandarin`, `peter-pan`, `button-down`, `no-collar` | | `sleeve` | string | `short` | `short`, `long`, `puff`, `bell`, `bishop`, `sleeveless` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 563)May include surrounding context.
md
| `gender` | string | `unisex` | `male`, `female`, `unisex`, `kids` | | `sub_category` | string | `casual-shirt` | `dress-shirt`, `casual-shirt`, `oxford`, `oversized`, `crop-shirt`, `tunic`, `blouse` | | `material` | string | `default` | `default`, `cotton`, `organic-cotton`, `linen`, `silk`, `rayon`, `polyester`, `oxford`, `poplin`, `flannel`, `cotton-blend` | | `asset_size` | string | `default` | `default`, `xs`, `s`, `m`, `l`, `xl` | | `fit` | string | `regular` | `slim`, `regular`, `relaxed`, `oversized` | | `collar` | string | `point` | `point`, `spread`, `mandarin`, `peter-pan`, `button-down`, `no-collar` | | `sleeve` | string | `short` | `short`, `long`, `puff`, `bell`, `bishop`, `sleeveless` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 406)May include surrounding context.
md
| `sub_category` | string | `casual-shirt` | `dress-shirt`, `casual-shirt`, `oxford`, `oversized`, `crop-shirt`, `tunic`, `blouse` | | `material` | string | `default` | `default`, `cotton`, `organic-cotton`, `linen`, `silk`, `rayon`, `polyester`, `oxford`, `poplin`, `flannel`, `cotton-blend` | | `asset_size` | string | `default` | `default`, `xs`, `s`, `m`, `l`, `xl` | | `fit` | string | `regular` | `slim`, `regular`, `relaxed`, `oversized` | | `collar` | string | `point` | `point`, `spread`, `mandarin`, `peter-pan`, `button-down`, `no-collar` | | `sleeve` | string | `short` | `short`, `long`, `puff`, `bell`, `bishop`, `sleeveless` | | `closure` | string | `buttons` | `buttons`, `zipper`, `snap`, `tie` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 663)May include surrounding context.
md
| `sub_category` | string | `casual-shirt` | `dress-shirt`, `casual-shirt`, `oxford`, `oversized`, `crop-shirt`, `tunic`, `blouse` | | `material` | string | `default` | `default`, `cotton`, `organic-cotton`, `linen`, `silk`, `rayon`, `polyester`, `oxford`, `poplin`, `flannel`, `cotton-blend` | | `asset_size` | string | `default` | `default`, `xs`, `s`, `m`, `l`, `xl` | | `fit` | string | `regular` | `slim`, `regular`, `relaxed`, `oversized` | | `collar` | string | `point` | `point`, `spread`, `mandarin`, `peter-pan`, `button-down`, `no-collar` | | `sleeve` | string | `short` | `short`, `long`, `puff`, `bell`, `bishop`, `sleeveless` | | `closure` | string | `buttons` | `buttons`, `zipper`, `snap`, `tie` |

Whitespace Padding

Medium

Category: Prompt Injection
Confidence: 70% confidence
Finding: Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
Content: Scanner excerpt · SKILL.md (reported line 756)May include surrounding context.
md
| `sub_category` | string | `casual-shirt` | `dress-shirt`, `casual-shirt`, `oxford`, `oversized`, `crop-shirt`, `tunic`, `blouse` | | `material` | string | `default` | `default`, `cotton`, `organic-cotton`, `linen`, `silk`, `rayon`, `polyester`, `oxford`, `poplin`, `flannel`, `cotton-blend` | | `asset_size` | string | `default` | `default`, `xs`, `s`, `m`, `l`, `xl` | | `fit` | string | `regular` | `slim`, `regular`, `relaxed`, `oversized` | | `collar` | string | `point` | `point`, `spread`, `mandarin`, `peter-pan`, `button-down`, `no-collar` | | `sleeve` | string | `short` | `short`, `long`, `puff`, `bell`, `bishop`, `sleeveless` | | `closure` | string | `buttons` | `buttons`, `zipper`, `snap`, `tie` |

Static analysis

No suspicious patterns detected.