Agent skill

Literature Synthesis Guide

by Jinze-Lee in Jinze-Lee/codex-skills-workbench

Follow the bundled literature-synthesis guide. An agent skill from Jinze-Lee/codex-skills-workbench.

No licenceAuto-check passedResearch & Science

Install Literature Synthesis Guide

skills CLI
$ npx skills add Jinze-Lee/codex-skills-workbench --skill literature-synthesis-guide -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Jinze-Lee/codex-skills-workbench literature-synthesis-guide --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/literature-synthesis-guide .claude/skills/literature-synthesis-guide && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
literature-synthesis-guide
GitHub stars
109
Token cost
~297 tokens
SKILL.md length
109 words
Files
3 (incl. references)
Skills in repo
17
Repo updated
First seen
Licence
None found

At a glance

Follow the bundled literature-synthesis guide. An agent skill from Jinze-Lee/codex-skills-workbench.

  • Works in 5 steps: Read references/source-note.md first. → Follow the note's evidence rules, scope… → Preserve the original distinction… → …
  • Explicitly invokes $literature-synthesis-guide
  • SKILL.md covers Overview, Workflow and Source
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Literature Synthesis Guide is an agent skill from Jinze-Lee/codex-skills-workbench. Follow the bundled literature-synthesis guide. Use this skill only when the user explicitly invokes $literature-synthesis-guide. Do not auto-select this skill for general literature review, summarization, or search tasks.

Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/source-note.md`).

It sits in Research & Science, covering Summarization and Literature review.

When your agent uses it

  • Explicitly invokes $literature-synthesis-guide
  • Tasks that involve Summarization
  • Tasks that involve Literature review

Example prompts

  • “/literature-synthesis-guide”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Read references/source-note.md first.
  2. Follow the note's evidence rules, scope boundaries, and output requirements closely.
  3. Preserve the original distinction between direct library evidence and any non-library background context.
  4. Replace stale library paths or filenames with the current source collection while keeping the same evidence discipline.
  5. If the note conflicts with the current user request, follow the current request and explain the adjustment.

What it can do on your machine

Read from SKILL.md and the folder at commit 7aa34a5. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Literature Synthesis Guide loads about 297 tokens when it runs, and up to ~619 if it reads all its reference files. Until then it costs about 63 tokens; SKILL.md has 109 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~297
With references · SKILL.md plus every file in references/, read only if the agent opens them
~619

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 109 words (~297 tokens).

“Use references/source-note.md as the source of truth for this skill.”

— opening of SKILL.md by Jinze-Lee
name
literature-synthesis-guide

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (references) in skills/literature-synthesis-guide of Jinze-Lee/codex-skills-workbench.

  • SKILL.md
  • agents/openai.yaml
  • references/source-note.md

Open the folder on GitHubat commit 7aa34a5

Compare with similar skills

Literature Synthesis Guide next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Literature Synthesis Guide compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Literature Synthesis Guide this skillJinze-Lee/codex-skills-workbench109—~297Automated safety check: PassNone
Daily Paper DigestGalaxy-Dawn/claude-scholar5.7k—~1kAutomated safety check: PassMIT
Paper NavigatorAI4Scientist/nano-scientist128—~7.7kAutomated safety check: NotesNone
Academic Paper Writing PipelineImbad0202/academic-research-skills51k—~16kAutomated safety check: PassCustom licence
Academic Research PipelineImbad0202/academic-research-skills51k—~15kAutomated safety check: PassCustom licence
Academic Research Suite for CodexImbad0202/academic-research-skills-codex12k—~12kAutomated safety check: PassCustom licence

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Questions about Literature Synthesis Guide

What does Literature Synthesis Guide do?

Follow the bundled literature-synthesis guide. An agent skill from Jinze-Lee/codex-skills-workbench. Literature Synthesis Guide is an agent skill from Jinze-Lee/codex-skills-workbench. Follow the bundled literature-synthesis guide.

When should I use Literature Synthesis Guide?

Literature Synthesis Guide fits situations like: explicitly invokes $literature-synthesis-guide; tasks that involve Summarization; tasks that involve Literature review.

How do I install Literature Synthesis Guide in Claude Code?

Run `npx skills add Jinze-Lee/codex-skills-workbench --skill literature-synthesis-guide -a claude-code`. Or copy the skill folder (skills/literature-synthesis-guide in Jinze-Lee/codex-skills-workbench) into .claude/skills/literature-synthesis-guide in your project. Claude Code loads it when a task matches its description.

How do I install Literature Synthesis Guide in Codex?

Run `npx skills add Jinze-Lee/codex-skills-workbench --skill literature-synthesis-guide -a codex`. Or copy the skill folder (skills/literature-synthesis-guide in Jinze-Lee/codex-skills-workbench) into .agents/skills/literature-synthesis-guide in your project. Codex loads it when a task matches its description.

Can I use Literature Synthesis Guide in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Jinze-Lee/codex-skills-workbench --skill literature-synthesis-guide -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/literature-synthesis-guide, .gemini/skills/literature-synthesis-guide, .github/skills/literature-synthesis-guide and .opencode/skills/literature-synthesis-guide in your project.

What does Literature Synthesis Guide need to run?

SKILL.md names no scripts, command-line tools or credentials: Literature Synthesis Guide is instructions for the agent only.

Does Literature Synthesis Guide access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Literature Synthesis Guide safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Literature Synthesis Guide use?

No licence was found for Literature Synthesis Guide or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Literature Synthesis Guide use?

About 297 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 322 tokens, read only when the agent opens those files.

What are the alternatives to Literature Synthesis Guide?

Skills that share tags, products or a category with Literature Synthesis Guide: Daily Paper Digest (Galaxy-Dawn/claude-scholar, 5.7k stars), Paper Navigator (AI4Scientist/nano-scientist, 128 stars), Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars) and Academic Research Pipeline (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Literature Synthesis Guide?

Jinze-Lee (a GitHub user) maintains it in Jinze-Lee/codex-skills-workbench, which has 109 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on May 2, 2026.

Source: Jinze-Lee/codex-skills-workbench on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.