academic-pipeline
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow, 연구부터 논문까지, 연구 주제 설정부터 논문 완성까지, 논문 전체 워크플로.
71
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 required runtime workflow for the claim-faithfulness audit (`pipeline_orchestrator_agent` dispatch → `claim_ref_alignment_audit_agent`) can ingest outsider-authored free text because the audit performs retrieval of cited reference full text (public web sources) and then passes that retrieved excerpt into the judge prompt as `CITED REFERENCE EXCERPT: {retrieved_excerpt}`; this is an external, non-vetted text source and therefore can contain indirect prompt-injection content.
- Repository
- Imbad0202/academic-research-skills
- Commit
f7d9d07
- Audited
- Security analysis
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