idea-discovery
Workflow 1: Full idea discovery pipeline 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.
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Low
Low-risk findings worth noting
Low
Low-risk findings.
2 low severity findings. 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
SKILL.md describes that Phase 1 (`/research-lit`) and Phase 3 (`/novelty-check`) perform multi-source literature searches (arXiv/Scholar/Semantic Scholar) and fold fetched results into `idea-stage/IDEA_REPORT.md`, so outsider-authored free text from those sources can be ingested at runtime.
W012: Unverifiable external dependency detected (runtime URL that controls agent).
What this means
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
Why it was flagged
The skill explicitly instructs at runtime to fetch an arXiv paper (e.g., https://arxiv.org/abs/2406.04329 via the /arxiv download) and then reads/summarizes the PDF and injects that summary into subsequent phases as model context, so this remote URL is used at runtime to control prompts.
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