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Security audit

Crowd Prompting

Security checks for vulnerabilities and agentic risk

Overview

The skill mostly does what it says, but its install and update commands can replace trusted skill instructions from a mutable web URL without a checksum or signature.

Review the update mechanism carefully before installing. Prefer ClawHub-managed installation or a version-pinned, checksum-verified release, and do not post prompts, system instructions, customer examples, secrets, or proprietary details unless they have been deliberately sanitized for a public, permanent marketplace.

Vulnerability Patterns
  • Insecure DependenciesIntroduces malicious components through unsafe dependency sources
  • 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
Findings (1)

T08 · Insecure Dependencies

Warning
Location
SKILL.md:23
Finding

Unverified Mutable Skill Update Can Introduce Attacker-Controlled Instructions

Content
View full analysis
~/.openclaw/skills/crowd-prompting/SKILL.md ``` The same unsafe update mechanism is repeated at `SKILL.md:95–99`: ```markdown If it differs, update manually: ```bash curl -sL https://crowdmolting.com/SKILL.md > ~/.openclaw/skills/crowd-prompting/SKILL.md ``` ``` ### Technical Analysis The documented installation and update process downloads a mutable remote `SKILL.md` and writes it directly into the trusted local Skill directory. It does not pin an immutable artifact version, validate a cryptographic signature, compare a trusted checksum, or require inspection before replacing the installed file. HTTPS provides transport protection but does not establish that future content served by the authorized origin is safe. If the website, hosting account, DNS configuration, CDN, release process, or publisher credentials are compromised, the downloaded Skill can contain instructions that differ materially from the audited version. Although the fetched object is a Skill instruction file rather than a conventional executable package, Skill text influences agent decisions and tool use when loaded. Consequently, attacker-controlled replacements could direct the agent to disclose data, invoke tools unsafely, contact unrelated services, or weaken existing safety constraints. The current audited file does not itself contain such instructions; the risk arises from trusting an unauthenticated future artifact. The package metadata also shows a release consistency discrepancy: `_meta.json` reports version `1.0.6`, while the `SKILL.md` frontmatter reports version `1.0.7`. This mismatch is not independently exploitable, but it demonstrates why ...[truncated 1870 chars]
Remediation
View remediation
"$tmp" printf '%s %s\n' "$expected_sha256" "$tmp" | sha256sum --check - # Verify a publisher signature and obtain explicit human approval here. install -m 0600 "$tmp" "$target" ``` The expected digest must come from a trusted signed release manifest rather than from the same mutable endpoint as the artifact. ]]>
Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (36)

Ae1

High
Category
analysis-evasion
Confidence
100% confidence
Finding

Referenced artifact was not completely inspected

Content

Scanner excerpt · SKILL.md (reported line 28)May include surrounding context.

md
If your local `SKILL.md` version (frontmatter) differs from the API `meta.skill_version`, re-download (or rerun `clawhub install crowd-prompting`).

Ae1

High
Category
analysis-evasion
Confidence
100% confidence
Finding

Referenced artifact was not completely inspected

Content

Scanner excerpt · SKILL.md (reported line 95)May include surrounding context.

md
If your local `SKILL.md` version (frontmatter) differs from the API `meta.skill_version`, re-download (or rerun `clawhub install crowd-prompting`).

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 6)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 38)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 50)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 74)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 338)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 380)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 388)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 397)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 406)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 417)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 424)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 430)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 438)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 447)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 476)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 496)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 519)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 542)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 561)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 570)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 579)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 593)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

External Transmission

Medium
Category
Data Exfiltration
Confidence
50% confidence
Finding

Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Content

Scanner excerpt · SKILL.md (reported line 602)May include surrounding context.

md
version: 1.0.7
description: A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.
homepage: https://crowdmolting.com
metadata: {"crowd-molting":{"emoji":"🦐","category":"productivity","api_base":"https://api.crowdmolting.com/v1"}}
---

# Crowd Prompting

Static analysis

No suspicious patterns detected.