Agent skill

Logical Template Builder

by XueruiSu in XueruiSu/Paper-PRISM

A skill your agent uses when Codex needs to convert selected exemplar trajectories into a sentence-level PaperPRISM ClozeBlueprint before paper writing, or revise an existing…

No licenceAuto-check passedResearch & Science

Install Logical Template Builder

skills CLI
$ npx skills add XueruiSu/Paper-PRISM --skill logical-template-builder -a claude-code

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

GitHub CLI
$ gh skill install XueruiSu/Paper-PRISM logical-template-builder --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/XueruiSu/Paper-PRISM.git skills-src && mkdir -p .claude/skills && cp -r skills-src/codex_skills/logical-template-builder .claude/skills/logical-template-builder && 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
logical-template-builder
GitHub stars
109
Token cost
~743 tokens
SKILL.md length
318 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when Codex needs to convert selected exemplar trajectories into a sentence-level PaperPRISM ClozeBlueprint before paper writing, or revise an existing…

  • Works in 7 steps: Read ResearchAsset, ClaimEvidenceMap,… → If no trajectory has been selected, stop… → Use trajectory-compiler to convert the… → …
  • Codex needs to convert selected exemplar trajectories into a sentence-level PaperPRISM ClozeBlueprint before paper writing
  • SKILL.md covers Goal, Resources, Workflow and Rules, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Logical Template Builder is an agent skill from XueruiSu/Paper-PRISM. Use when Codex needs to convert selected exemplar trajectories into a sentence-level PaperPRISM ClozeBlueprint before paper writing, or revise an existing WritingPlan/ClozeBlueprint.

Its SKILL.md is about 740 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science, covering Scientific writing.

When your agent uses it

  • Codex needs to convert selected exemplar trajectories into a sentence-level PaperPRISM ClozeBlueprint before paper writing
  • Revise an existing WritingPlan/ClozeBlueprint

Example prompts

  • “/logical-template-builder”

Requirements

  • Python 3

Workflow steps

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

  1. Read ResearchAsset, ClaimEvidenceMap, framing notes, and the TrajectorySelectionReport from trajectory-selector.
  2. If no trajectory has been selected, stop and route to trajectory-selector.
  3. Use trajectory-compiler to convert the selected trajectory into sentence skeletons and then a ClozeBlueprint.md.
  4. For every section, define section title, rhetorical goal, source trajectory, and paragraph count.
  5. For every paragraph, define purpose, sentence count, and sentence slot ids.
  6. For every sentence slot, define
  7. Route missing evidence to experiment-planner and risky claims to claim-evidence-mapper.

What it can do on your machine

Read from SKILL.md and the folder at commit 13e134f. 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

Logical Template Builder loads about 743 tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 318 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~52
When it runs · the whole SKILL.md, loaded when a task matches
~743

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 318 words (~743 tokens).

name
logical-template-builder

Read the full SKILL.md on GitHub

Files

Just SKILL.md in codex_skills/logical-template-builder of XueruiSu/Paper-PRISM.

Open the folder on GitHubat commit 13e134f

Compare with similar skills

Logical Template Builder 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.

Logical Template Builder compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Logical Template Builder this skillXueruiSu/Paper-PRISM109—~743Automated safety check: PassNone
Nature-Style Scientific FiguresYuan1z0825/nature-skills47k—~2.9kAutomated safety check: PassApache-2.0
Citation Verification GuideGalaxy-Dawn/claude-scholar5.7k2 repos~1.9kAutomated safety check: PassMIT
Citation ManagementK-Dense-AI/claude-scientific-writer2.4k2 repos~3.9kAutomated safety check: NotesMIT
Academic Paper Composerlishix520/academic-paper-skills1.4k2 repos~6.3kAutomated safety check: PassMIT
Academic Paper Writing PipelineImbad0202/academic-research-skills51k—~16kAutomated safety check: PassCustom licence

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More from XueruiSu/Paper-PRISM

All 11 skills in this repo
  • Paper Writer

    XueruiSu/Paper-PRISM

    A skill your agent uses when Codex needs to write, rewrite, or extend PaperPRISM paper prose or LaTeX while respecting claims, evidence, and WritingPlan constraints.

    109 GitHub stars~512 tokensUpdated 3 mo ago
    Auto-check passed
  • Paperprism Orchestrator

    XueruiSu/Paper-PRISM

    A skill your agent uses when the user wants to turn a research idea, experiment results, related works, or draft into a paper through the Codex-native PaperPRISM workflow.

    109 GitHub stars~1.2k tokensUpdated 3 mo ago
    Auto-check passed
  • Review Simulator

    XueruiSu/Paper-PRISM

    A skill your agent uses when Codex needs to simulate reviewer feedback, explain reviewer risks, and turn critique into a PaperPRISM revision plan.

    109 GitHub stars~423 tokensUpdated 3 mo ago
    Auto-check passed
  • Trajectory Selector

    XueruiSu/Paper-PRISM

    A skill your agent uses when Codex must select, compare, or adapt exemplar sentence-type trajectories from PaperPRISM's trajectory library before creating a ClozeBlueprint or writing a paper.

    109 GitHub stars~723 tokensUpdated 3 mo ago
    Auto-check passed
  • Archetype Identifier

    XueruiSu/Paper-PRISM

    A skill your agent uses when Codex needs to explain, validate, or revise PaperPRISM research archetype and paper framing choices.

    109 GitHub stars~413 tokensUpdated 3 mo ago
    Auto-check passed
  • Claim Evidence Mapper

    XueruiSu/Paper-PRISM

    A skill your agent uses when Codex needs to map, validate, weaken, or revise paper claims against available evidence before writing or review.

    109 GitHub stars~406 tokensUpdated 3 mo ago
    Auto-check passed

Questions about Logical Template Builder

What does Logical Template Builder do?

A skill your agent uses when Codex needs to convert selected exemplar trajectories into a sentence-level PaperPRISM ClozeBlueprint before paper writing, or revise an existing…. Logical Template Builder is an agent skill from XueruiSu/Paper-PRISM. Use when Codex needs to convert selected exemplar trajectories into a sentence-level PaperPRISM ClozeBlueprint before paper writing, or revise an existing WritingPlan/ClozeBlueprint.

When should I use Logical Template Builder?

Logical Template Builder fits situations like: Codex needs to convert selected exemplar trajectories into a sentence-level PaperPRISM ClozeBlueprint before paper writing; revise an existing WritingPlan/ClozeBlueprint.

How do I install Logical Template Builder in Claude Code?

Run `npx skills add XueruiSu/Paper-PRISM --skill logical-template-builder -a claude-code`. Or copy the skill folder (codex_skills/logical-template-builder in XueruiSu/Paper-PRISM) into .claude/skills/logical-template-builder in your project. Claude Code loads it when a task matches its description.

How do I install Logical Template Builder in Codex?

Run `npx skills add XueruiSu/Paper-PRISM --skill logical-template-builder -a codex`. Or copy the skill folder (codex_skills/logical-template-builder in XueruiSu/Paper-PRISM) into .agents/skills/logical-template-builder in your project. Codex loads it when a task matches its description.

Can I use Logical Template Builder 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 XueruiSu/Paper-PRISM --skill logical-template-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/logical-template-builder, .gemini/skills/logical-template-builder, .github/skills/logical-template-builder and .opencode/skills/logical-template-builder in your project.

What does Logical Template Builder need to run?

SKILL.md names no scripts, command-line tools or credentials: Logical Template Builder is instructions for the agent only. Our summary lists: Python 3.

Does Logical Template Builder 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 Logical Template Builder 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 Logical Template Builder use?

No licence was found for Logical Template Builder or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Logical Template Builder use?

About 743 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Logical Template Builder?

Skills that share tags, products or a category with Logical Template Builder: Nature-Style Scientific Figures (Yuan1z0825/nature-skills, 47k stars), Citation Verification Guide (Galaxy-Dawn/claude-scholar, 5.7k stars), Citation Management (K-Dense-AI/claude-scientific-writer, 2.4k stars) and Academic Paper Composer (lishix520/academic-paper-skills, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Logical Template Builder?

XueruiSu (a GitHub user) maintains it in XueruiSu/Paper-PRISM, which has 109 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on July 11, 2026.

Source: XueruiSu/Paper-PRISM on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.