reflection-coach
Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-backed coaching proposals, never hot-swaps.
78
100%
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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
The required workflow explicitly fetches and ingests outsider-authored free text from public/tenant issue bodies and comments at runtime via `curl` calls to `/api/companies/.../issues?...` and `/api/issues/<issueId>` plus `/api/issues/<issueId>/comments`, then treats those comment texts as first-class evidence used for LLM reasoning.
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 performs runtime CURL fetches of live agent instructions and issue/comment data (e.g. "$PAPERCLIP_API_URL/api/agents/<targetAgentId>" and "$PAPERCLIP_API_URL/api/issues/<issueId>"), and that fetched content is injected into the agent's decision/context and therefore directly controls prompts at runtime.
- Repository
- paperclipai/paperclip
- Commit
14f20be
- Audited
- Security analysis
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