diagnose-why-work-stopped
Diagnose stalled, looping, or over-recovered Paperclip issue trees and propose a no-code product-rule plan. Use when asked why work stopped, why it looped, or how to prevent a tree from going too deep.
74
92%
Does it follow best practices?
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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
This skill’s procedure explicitly instructs the agent to “Open the linked issue (and its blocker chain, parents, recovery siblings, recent runs)” and “Quote the evidence” from those issues’ titles/bodies/comments—i.e., outsider-authored free-form issue content is read at runtime and then fed into the LLM context to perform forensics.
- Repository
- paperclipai/paperclip
- Commit
81f47e7
- Audited
- Security analysis
Is this your skill?
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