title: Academic Research Skills description: AI-augmented academic research pipeline with integrity verification version: 3.14.0 license: CC BY-NC 4.0
AI-augmented research pipeline for academic writing, literature review, and peer review.
Core principle: AI is your copilot, not the pilot. Humans focus on substantive decisions; AI handles grunt work (references, formatting, verification).
Try /ars-plan — describe your paper, get Socratic structure guidance.
Key commands: /ars-lit-review, /ars-outline, /ars-full, /ars-reviewer, /ars-citation-check
→ SETUP.md for plugin, local symlink, API keys, and optional tools
→ ARCHITECTURE.md for full flow diagrams and dependency graph
Addresses AI research failure modes (Kong et al. 2026, arXiv:2605.18661): - 7-mode blocking checklist for common AI failures - Claim-level audits with locator anchors - Trust-chain frontmatter for provenance - FNR/FPR calibration on custom measures
⚠️ Permission modes: for unattended pipeline runs, Auto mode is the recommended setting (a server-side classifier still gates dangerous escalations). --dangerously-skip-permissions removes all safety checks and is only appropriate for isolated, no-internet sandboxes. See PERFORMANCE.md for full context before changing modes.
→ CONTRIBUTING.md for PR workflow, acceptance criteria, development guidelines
| Topic | Link |
|---|---|
| Setup & Installation | SETUP.md |
| Architecture | ARCHITECTURE.md |
| Performance & Costs | PERFORMANCE.md |
| Design Philosophy | POSITIONING.md |
| Contributing | CONTRIBUTING.md |
| Citation | CITATION.cff |
CC BY-NC 4.0 (non-commercial use) • DOI: 10.5281/zenodo.20696614
This tool helps you write better, not helps you hide that you used AI. Integrity is non-negotiable.