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systematic-literature-review
77 / 100 · Review before installing
Check before installing. Some of what it can do is expected: a research skill usually looks things up on the internet.
By InternScience/DrClaw (GitHub) · research · 172 stars · scanned at commit 4f96df0
当用户明确要求"做系统综述/文献综述/related work/相关工作/文献调研"时使用。AI 自定检索词,多源检索→去重→AI 逐篇阅读并评分(1–10分语义相关性与子主题分组)→按高分优先比例选文→自动生成"综/述"字数预算→资深领域专家自由写作(固定摘要/引言/子主题/讨论/展望/结论),保留正文字数与参考文献数硬校验,强制导出 PDF 与 Word。支持多语言翻译与智能编译(en/zh/ja/de/fr/es)。
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
The author does not mention this.
Found in 19 places.
Show 16 more
- drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/SKILL.md, line 219
python3 systematic-literature-review/scripts/pipeline_cost.py log \ - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/SKILL.md, line 231
python3 systematic-literature-review/scripts/pipeline_cost.py summary - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/compile_latex_with_bibtex.py, line 109
For TeX commands (xelatex/bibtex), we use shell=True to preserve - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/compile_latex_with_bibtex.py, line 127
proc = subprocess.run(cmd_str, cwd=cwd, text=True, capture_output=True, shell=True) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/compile_latex_with_bibtex.py, line 133
proc = subprocess.run(cmd, cwd=cwd, text=True, capture_output=True, env=merged_env) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/convert_latex_to_word.py, line 79
proc = subprocess.run(cmd, text=True, capture_output=True, cwd=tex_file.parent) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/multi_language.py, line 476
proc = subprocess.run( - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/multi_language.py, line 492
except subprocess.TimeoutExpired: - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/multi_language.py, line 515
proc = subprocess.run( - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/multi_language.py, line 531
except subprocess.TimeoutExpired: - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/multi_language.py, line 724
proc = subprocess.run(cmd, text=True, capture_output=True, cwd=tex_file.parent) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/pipeline_runner.py, line 228
proc = subprocess.run(cmd, cwd=self.work_dir) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/pipeline_runner.py, line 242
result = subprocess.run(cmd, check=True, capture_output=True, text=True, cwd=self.work_dir) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/pipeline_runner.py, line 244
except subprocess.CalledProcessError as e: - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/pipeline_runner.py, line 888
result = subprocess.run( - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/run_pipeline.py, line 67
proc = subprocess.run(cmd)
Downloads and installs other software
The author does not mention this.
Found in 6 places.
Show 3 more
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 26 places.
Show 17 more
- drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/api_cache.py, line 431
response = requests.get(url, params=params, **kwargs) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/build_gold_feng_zhang_crispr_cong2013.py, line 10
import urllib.request - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/build_gold_feng_zhang_crispr_cong2013.py, line 39
req = urllib.request.Request( - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/build_gold_feng_zhang_crispr_cong2013.py, line 46
with urllib.request.urlopen(req, timeout=timeout_s) as resp: - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/build_reference_bib_from_papers.py, line 21
import urllib.request - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/build_reference_bib_from_papers.py, line 219
with urllib.request.urlopen(url, timeout=timeout) as resp: # nosec B310 - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/crossref_search.py, line 130
resp = requests.get(doi_endpoint, params=params, headers=headers, timeout=timeout) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/crossref_search.py, line 155
resp = requests.get(endpoint, params=params, headers=headers, timeout=timeout) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/generate_bibtex_from_dois.py, line 75
resp = requests.get(url, headers=headers, timeout=timeout_s) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/multi_source_abstract.py, line 27
import urllib.request - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/multi_source_abstract.py, line 147
req = urllib.request.Request(url, headers=default_headers) - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/multi_source_abstract.py, line 148
with urllib.request.urlopen(req, timeout=timeout) as resp: # nosec B310 - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/multi_source_abstract.py, line 246
req = urllib.request.Request( - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/multi_source_abstract.py, line 250
with urllib.request.urlopen(req, timeout=timeout) as resp: # nosec B310 - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/openalex_search.py, line 228
session = requests.Session() - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/openalex_search.py, line 306
session = requests.Session() - drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review/scripts/pipeline_cost.py, line 102
2. 使用 WebSearch 工具查询官方价格
and 6 more places
Safer alternatives
Low-risk skills in the same category (research) that look related. Check that one does what you need.
Other copies in this repository
InternScience/DrClaw has 1 more folder with a skill named systematic-literature-review. This page shows the lowest-scoring copy.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'systematic-literature-review' ] || [ -L ~/.agents/skills/'systematic-literature-review' ]; then echo 'A skill folder named systematic-literature-review already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/InternScience/DrClaw' "$d" && git -C "$d" checkout --quiet '4f96df0d9df0eae24a992afabe08edec5fc575f0' -- 'drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review' && mkdir -p ~/.agents/skills && cp -R "$d"/'drclaw/agent_hub/templates/proposal-writing/skills/systematic-literature-review' ~/.agents/skills/'systematic-literature-review' && 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/'systematic-literature-review' ~/.claude/skills/'systematic-literature-review' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for InternScience/DrClaw shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/InternScience/DrClaw/)
Score history
| Date | Version | Score |
|---|
| 2026-11-07 | 4f96df0 | 77 |