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@c5c1b45
by Edward Cheng-I Wuimbad0202/academic-research-skills50k stars
3,864

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, devil's advocate challenges, ethics review, and post-research literature monitoring. Triggers on: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, WHY HOW WHAT papers, 3W literature scan, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 三段式文獻掃描, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題, 심층 연구, 문헌 조사, 체계적 문헌고찰, 메타분석, 사실 확인, 연구 방향을 잡아줘, 연구 주제 정하는 것을 도와줘, revisión de literatura, metaanálisis

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Use this Skill: https://skilld.dev/gh/imbad0202/academic-research-skills/deep-research

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referencescross_agent_quality_definitions.md

≈370 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Cross-Agent Quality Alignment — Full Definitions

Unified definitions to prevent inconsistency across agents.

Concept Definition Applies To
Peer-reviewed Published in a journal with formal peer review process (editorial review alone does not qualify). Conference proceedings count only if explicitly peer-reviewed bibliography_agent, source_verification_agent
Currency Rule Default: published within 5 years. Override by domain: CS/AI = 3 years, History/Philosophy = 20 years, Law = depends on jurisdiction changes. Seminal works exempt regardless of age bibliography_agent, ethics_review_agent
CRITICAL severity IRON RULE: Issue that, if unresolved, would invalidate a core conclusion or constitute academic misconduct. Requires immediate resolution before pipeline can proceed All agents
Source Tier tier_1 = top-quartile peer-reviewed journal; tier_2 = other peer-reviewed; tier_3 = academic but not peer-reviewed; tier_4 = grey literature bibliography_agent, source_verification_agent
Minimum Source Count full = 15+, quick = 5-8, lit-review = 25+, systematic-review = all eligible (no limit), fact-check = 3+ per claim bibliography_agent
Verification Threshold 100% DOI check + 50% WebSearch spot-check source_verification_agent, ethics_review_agent

Cross-Skill Reference: See shared/handoff_schemas.md for inter-stage data exchange formats.

Source: SKILL.md on GitHub

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  • Gen Agent Trust Hub1d

    The deep-research skill is a highly sophisticated research orchestration system that includes robust internal security instructions to prevent prompt injection from untrusted data. It leverages well-known scholarly APIs for data verification and uses local scripts for deterministic validation of research artifacts.

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Provenance

Signed by skilld at c5c1b45. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 30 minutes ago.

Activeupdated 2 days ago

Capability

Other metadata
metadata
{
  "version": "2.12.1",
  "last_updated": "2026-08-15",
  "status": "active",
  "data_access_level": "raw",
  "task_type": "open-ended",
  "related_skills": [
    "academic-paper",
    "academic-pipeline"
  ]
}

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