academic-pipeline

97 / 100 · Low risk

Fine to try. Some of what it can do is expected: a research skill usually looks things up on the internet.

By stanfish06/skillquarium (GitHub) · research · 12 stars · scanned at commit ced6c96

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 pap…

Works with any agent that supports SKILL.md skills.

What this skill can do

Connects to the internet

This is disclosed by the author in the skill's SKILL.md or README. Expected for a research skill.

Found in 10 places.

skills/academic-pipeline/agents/integrity_verification_agent.md, line 1301. WebSearch: author name + paper title + year
skills/academic-pipeline/agents/integrity_verification_agent.md, line 2082. WebSearch for the original source
skills/academic-pipeline/agents/integrity_verification_agent.md, line 4502. WebSearch key fragments of characteristic sentences (8-12 words, in quotes)

Show 7 more

skills/academic-pipeline/agents/integrity_verification_agent.md, line 4711. WebSearch for author's existing publications
skills/academic-pipeline/agents/integrity_verification_agent.md, line 5353. Use WebSearch + DOI lookup to find the cited version's text during verification. Before building an evidence row, hold that exact source text explicitly in t
skills/academic-pipeline/agents/integrity_verification_agent.md, line 7092. Fix item by item (use WebSearch to confirm correct information)
skills/academic-pipeline/agents/integrity_verification_agent.md, line 861> This verification report's originality check (Phase D) uses WebSearch for heuristic comparison and is not professional plagiarism detection software (such as
skills/academic-pipeline/references/plagiarism_detection_protocol.md, line 321. Use the characteristic sentence (or key fragment) as a WebSearch query
skills/academic-pipeline/references/plagiarism_detection_protocol.md, line 721. WebSearch: "author name" + research area keywords
skills/academic-pipeline/references/plagiarism_detection_protocol.md, line 212> This originality verification uses WebSearch for heuristic comparison and is not professional plagiarism detection software (such as Turnitin / iThenticate).

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'academic-pipeline' ] || [ -L ~/.agents/skills/'academic-pipeline' ]; then echo 'A skill folder named academic-pipeline already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/stanfish06/skillquarium' "$d" && git -C "$d" checkout --quiet 'ced6c96bd67acccbf0280a5071e59a523c118c66' -- 'skills/academic-pipeline' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/academic-pipeline' ~/.agents/skills/'academic-pipeline' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'academic-pipeline' ~/.claude/skills/'academic-pipeline' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-13	`ced6c96`	97
2026-11-08	`f748ea9`	95