AgentSkillsCN

academic-deep-research

秉持透明而严谨的研究方法，完整遵循研究全流程——绝非仅是黑箱式的API封装。每项主题均需经过两轮严格调研，辅以APA第七版引用规范、证据层级体系，并设置三次用户验证环节。依托OpenClaw原生工具（web_search、web_fetch、sessions_spawn）独立完成各项任务。无论是文献综述、竞争情报分析，还是任何需要学术严谨性与可重复性的研究场景，此工具皆能游刃有余。

SKILL.md
--- frontmatter
name: academic-deep-research
description: Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
homepage: https://github.com/kesslerio/academic-deep-research-clawhub-skill
metadata:
  openclaw:
    emoji: 🔬

Academic Deep Research 🔬

When to Use

Trigger this skill when the user wants:

  • •Deep research, exhaustive analysis, or literature review
  • •Multi-source verification and evidence hierarchies
  • •Academic-style reports with citations

Required Stop Points

  1. •Initial engagement: ask 2–3 clarifying questions and confirm understanding.
  2. •Research plan: present themes, steps, and deliverables; wait for approval.
  3. •Final report: deliver full narrative report with citations.

Minimum Requirements

  • •Two full research cycles per theme.
  • •Analyze between every tool call.
  • •Multiple sources per claim; contradictions addressed.
  • •APA 7th in-text citations and reference list.
  • •Narrative-only final report (no lists or tables).

References

  • •reference/protocol.md — research phases, tool order, and analysis rules
  • •reference/writing-style.md — narrative constraints and phase formatting
  • •reference/citations-apa.md — citation rules and examples
  • •reference/report-template.md — required report structure
  • •reference/error-handling.md — gaps, contradictions, failures
  • •reference/quality-standards.md — evidence hierarchy and confidence levels
  • •reference/parallel-research.md — sessions_spawn workflow
  • •quickref.md — short checklist
  • •example.md — sample usage