academic-pipeline
academic pipeline
What it does
- Gate (resume): No flag required. Any session can invoke resumefrompassport=<hash> against a passport that carries a valid boundary entry matching the hash.
- Stage: Any. Resumes at whatever stage the routing rules above determine.
- Reference: references/passportasresetboundary.md — see §"resumefrompassport mode contract".
- If the user only needs a single function (just search materials, just check citations), no pipeline is needed — directly trigger the corresponding skill
- If the user is already using a specific mode of a skill, respect that entry point; the pipeline is opt-in
- The pipeline is optional, not mandatory
- Once the outline includes a visualization plan, visualizationagent can begin figure generation
Requirements & configuration
- 1. Mandatory user confirmation checkpoints — Each stage completion requires user confirmation before proceeding to the next step
- Intent: Invoke in a fresh Claude Code session. Resuming within the same session that emitted the boundary provides no token savings and may drop still-live in-session context.
- | Only need to search materials or do a literature review | deep-research |
- | Only need to write a paper (no research phase needed) | academic-paper |
- | Only need to review a paper | academic-paper-reviewer |
Configuration: ARS_PASSPORT_RESETARS_CLAIM_AUDITSUSPECTEDINSUFFICIENTARS_CROSS_MODELPYTHONPATHARS_MODEL_TIERING
Derived from the skill's own SKILL.md documentation · extracted 2026-07-23
academic-pipeline FAQ
What does the academic-pipeline skill do?
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. Gate (resume): No flag required. Any session can invoke resumefrompassport=<hash> against a passport that carries a valid boundary entry matching the hash. Stage: Any. Resumes at whatever stage the routing rules above determine.
What does academic-pipeline require?
1. Mandatory user confirmation checkpoints — Each stage completion requires user confirmation before proceeding to the next step Intent: Invoke in a fresh Claude Code session. Resuming within the same session that emitted the boundary provides no token savings and may drop still-live in-session context. | Only need to search materials or do a literature review | deep-research | | Only need to write a paper (no research phase needed) | academic-paper | | Only need to review a paper | academic-paper-reviewer | Configuration keys: ARS_PASSPORT_RESET, ARS_CLAIM_AUDIT, SUSPECTED, INSUFFICIENT, ARS_CROSS_MODEL, PYTHONPATH, ARS_MODEL_TIERING.
How do I install academic-pipeline?
Run: npx -y skills add https://github.com/imbad0202/academic-research-skills --skill academic-pipeline --agent claude-code — the source lives at github.com/imbad0202/academic-research-skills.
Maintain academic-pipeline?
Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.
[academic-pipeline on getagentictools](https://getagentictools.com/skills/imbad0202-academic-research-skills-academic-pipeline?ref=badge) npx agentictools info skills/imbad0202-academic-research-skills-academic-pipeline The second line is the CLI lookup for this page — handy in READMEs and docs.
