arn-spark-discover
This skill should be used when the user says "discover", "product discovery", "arn discover", "help me define this product", "what should I build", "product concept", "define the product", "let's figure out what to build", "vision for this project", "shape this idea", "new project idea", "brainstorm this product", "starting from scratch", or wants to explore and structure a greenfield product idea through guided conversation. Produces a product-concept.md document capturing the product vision, core experience, target users, trust model, platforms, and scope boundaries.
72
88%
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Low
Low-risk findings worth noting
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 skill's Checkpoint C market-research workflow (SKILL.md Phase 1–3) invokes the arn-spark-market-researcher to perform web searches and fetch/validate public URLs (competitive-landscape-template.md explicitly requires source URLs and notes "WebSearch + WebFetch"), and those third‑party pages are ingested and used to build the Competitive Landscape that directly influences agent decisions.
- Repository
- AppsVortex/arness
- Commit
7f87870
- Audited
- Security analysis
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