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academic-pipeline

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity…

Skill by stanfish06

IndexedLicense unknown★ 9
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/stanfish06-academic-pipeline

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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.

Use cases: testing, data, writing, research

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What's inside

Skill name
academic-pipeline
Description
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.
License
unknown
Metadata
status: active · version: 3.23.1 · task_type: open-ended · depends_on: deep-research, academic-paper, academic-paper-reviewer · last_updated: 2026-10-16 · data_access_level: raw
Instructions
763 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • body: 763 lines (spec recommends under 500)
  • files: referenced but missing: scripts/run_codex_audit.sh, scripts/check_pipeline_integrity.py, scripts/inquiry_branch_ledger.py, scripts/check_re_review_synthesis.py

Files (30)

  • SKILL.md
  • 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 · agents/
  • full_pipeline_example.md · examples/
  • integrity_failure_recovery.md · examples/
  • mid_entry_example.md · examples/
  • .gitkeep · references/adapters/
  • overview.md · references/adapters/
  • 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 · references/
  • pipeline_status_template.md · templates/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from stanfish06/skillquarium

Signals

Stars
9
Forks
5
Open issues
315
Last commit (this folder)
Oct 24, 2026 (4 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
3.23.1
License
License unknown
Repository
github.com/stanfish06/skillquarium
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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Cite this page

academic-pipeline skill. Agent Mart. https://agentmart.dev/skills/stanfish06-academic-pipeline (last updated 2026-10-24)