{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, coverage-bounded integrity checks, two-stage peer review, and auditable quality-assurance artifacts. 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, flujo de trabajo académico, investigación a artículo, flujo completo de artículo, pipeline de investigación completa, publicación de investigación, flujo de trabajo completo del artículo.
npx skills add imbad0202/academic-research-skills --skill academic-pipelineInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
A popular, well-written skill can still be unsafe. Always use a high degree of caution with untrusted sources.
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External Reviews
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At least one partner scan failed this skill.
- INDIRECT_PROMPT_INJECTION
- COMMAND_EXECUTION
- DATA_EXFILTRATION
- DYNAMIC_CONTEXT_INJECTION
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | This skill is a sophisticated orchestrator for academic research workflows. It manages complex multi-stage processes including research, drafting, and integrity auditing by executing bundled Python and shell scripts. The primary security consideration is the ingestion of untrusted external content (research papers, reviewer comments, PDFs), which creates a surface for indirect prompt injection. This is addressed by the author through the inclusion of explicit instructional boundaries and data delimiters. External data verification is gated by user consent. | 2026-10-02 |
| Socket | pass | — | No alerts | 2026-10-02 |
| Snyk | pass | LOW | Risk: LOW · No issues | 2026-10-02 |
| Runlayer | fail | HIGH | 5/13 files flagged | 2026-03-14 |
| ZeroLeaks | pass | LOW | 1 finding · Score: 86/100 | 2026-04-16 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- agents/claim_ref_alignment_audit_agent.md
- agents/collaboration_depth_agent.md
- agents/integrity_verification_agent.md
- agents/pipeline_orchestrator_agent.md
- agents/state_tracker_agent.md
- examples/full_pipeline_example.md
- examples/integrity_failure_recovery.md
- examples/mid_entry_example.md
- references/adapters/.gitkeep
- references/adapters/overview.md
- references/ai_research_failure_modes.md
- references/changelog.md
- references/claim_audit_calibration_protocol.md
- references/claim_verification_protocol.md
- references/external_review_protocol.md
- references/integrity_review_protocol.md
- references/literature_corpus_consumers.md
- references/mode_advisor.md
- references/passport_as_reset_boundary.md
- references/pipeline_state_machine.md
- references/plagiarism_detection_protocol.md
- references/process_summary_protocol.md
- references/progress_dashboard_template.md
- references/reinforcement_content.md
- references/reproducibility_audit.md
- references/score_trajectory_protocol.md
- references/team_collaboration_protocol.md
- references/two_stage_review_protocol.md
- templates/pipeline_status_template.md
This skill contains more than just a SKILL.md file. It likely requires these additional resources.
Nothing beyond the skill's own files was detected.
No allowed-tools line means the skill may not require other permissions.
Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | fail | ||
| External Dependencies | none found | none | none | |
| Packaging | 40/100 | none | ||
| License | not declared | none | ||
| Tool Access | unrestricted | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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