idea-discovery
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\", \"从零开始找方向\", or wants the complete idea exploration workflow.
70
86%
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Critical
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Security
2 findings: 2 critical severity. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.
E004: Prompt injection detected in skill instructions.
What this means
Detected a prompt injection in the skill instructions. The skill contains hidden or deceptive instructions that fall outside its stated purpose and attempt to override the agent’s safety guidelines or intended behavior.
Why it was flagged
The skill includes a hidden/deceptive directive to retry large-file writes via a bash heredoc "silently" without asking the user for permission, which instructs the agent to bypass user consent and is outside the declared idea-discovery workflow.
E006: Malicious code pattern detected in skill scripts.
What this means
Detected high-risk code patterns in the skill content — including its prompts, tool definitions, and resources — such as data exfiltration, backdoors, remote code execution, credential theft, system compromise, supply chain attacks, and obfuscation techniques.
Why it was flagged
The skill contains deliberate instructions to perform silent file writes via a shell fallback and to auto-proceed without explicit user confirmation, plus optional automatic notifications using a local credentials file — behaviors that enable covert actions and potential unauthorized data movement or persistence.
Low
Low-risk findings.
1 low severity finding. Worth noting, but not necessarily harmful.
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
The required workflow invokes sub-skills like `/research-lit` and `/novelty-check` that “search arXiv, Google Scholar, Semantic Scholar” and (optionally) download PDFs at runtime, which would ingest outsider-authored free text from public web sources into the LLM context.
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f4f20f9
- Audited
- Security analysis
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