Agent skill

Prl Results Framing

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when a Physical Review Letters result is correct but its central claim and broad significance are not yet sharp.

No licenceAuto-check passed

Install Prl Results Framing

skills CLI
$ npx skills add franklee16/academic-research-skills --skill prl-results-framing -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills prl-results-framing --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Physical-Review-Letters-Skills/skills/prl-results-framing .claude/skills/prl-results-framing && 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
prl-results-framing
GitHub stars
223
Used in
1 other repo
Token cost
~1.1k tokens
SKILL.md length
490 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when a Physical Review Letters result is correct but its central claim and broad significance are not yet sharp.

  • Works in 4 steps: The general physics context — one or two… → The open question / gap — what was… → What this Letter shows — the central… → …
  • A Physical Review Letters result is correct but its central claim and broad significance are not yet sharp
  • SKILL.md covers When to trigger, The one-claim discipline, The opening (first paragraph… and Framing decision branches, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Prl Results Framing is an agent skill from franklee16/academic-research-skills. Use when a Physical Review Letters result is correct but its central claim and broad significance are not yet sharp. Structures the one-claim narrative; does not run analysis or design figures.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • A Physical Review Letters result is correct but its central claim and broad significance are not yet sharp

Example prompts

  • “/prl-results-framing”

Workflow steps

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

  1. The general physics context — one or two sentences a non-specialist physicist understands.
  2. The open question / gap — what was unknown, unresolved, or impossible before.
  3. What this Letter shows — the central claim, stated plainly, ideally with the key number or qualitative surprise.
  4. Why it matters broadly — the consequence for a wider community.

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. 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

Prl Results Framing loads about 1.1k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 490 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~53
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

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 490 words (~1,078 tokens).

“A Letter makes one central claim. Everything else is support. Decide the headline result first; demote the rest to corroboration or to Supplemental Material.”

— opening of SKILL.md by franklee16
name
prl-results-framing

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Physical-Review-Letters-Skills/skills/prl-results-framing of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Prl Results Framing 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.

Prl Results Framing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Prl Results Framing this skillfranklee16/academic-research-skills2231 repos~1.1kAutomated safety check: PassNone
Video Template Frame Build Minimalnexu-io/open-design100k—~371Automated safety check: PassApache-2.0
Video Template Frame Data Rollupnexu-io/open-design100k—~362Automated safety check: PassApache-2.0
Correctcursor/plugins11k3 repos~612Automated safety check: PassNone
CorrectionNxcoreAI/EverRoom3k—~290Automated safety check: PassCustom licence
Frame Titlethedaviddias/Front-End-Checklist74k—~438Automated safety check: PassMIT

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Questions about Prl Results Framing

What does Prl Results Framing do?

A skill your agent uses when a Physical Review Letters result is correct but its central claim and broad significance are not yet sharp. Prl Results Framing is an agent skill from franklee16/academic-research-skills. Use when a Physical Review Letters result is correct but its central claim and broad significance are not yet sharp.

When should I use Prl Results Framing?

Prl Results Framing fits situations like: A Physical Review Letters result is correct but its central claim and broad significance are not yet sharp.

How do I install Prl Results Framing in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill prl-results-framing -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Physical-Review-Letters-Skills/skills/prl-results-framing in franklee16/academic-research-skills) into .claude/skills/prl-results-framing in your project. Claude Code loads it when a task matches its description.

How do I install Prl Results Framing in Codex?

Run `npx skills add franklee16/academic-research-skills --skill prl-results-framing -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Physical-Review-Letters-Skills/skills/prl-results-framing in franklee16/academic-research-skills) into .agents/skills/prl-results-framing in your project. Codex loads it when a task matches its description.

Can I use Prl Results Framing 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 franklee16/academic-research-skills --skill prl-results-framing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prl-results-framing, .gemini/skills/prl-results-framing, .github/skills/prl-results-framing and .opencode/skills/prl-results-framing in your project.

What does Prl Results Framing need to run?

SKILL.md names no scripts, command-line tools or credentials: Prl Results Framing is instructions for the agent only.

Does Prl Results Framing 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 Prl Results Framing 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 Prl Results Framing use?

No licence was found for Prl Results Framing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Prl Results Framing use?

About 1.1k tokens (SKILL.md is roughly 4.3k 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 Prl Results Framing?

Skills that share tags, products or a category with Prl Results Framing: Video Template Frame Build Minimal (nexu-io/open-design, 100k stars), Video Template Frame Data Rollup (nexu-io/open-design, 100k stars), Correct (cursor/plugins, 11k stars) and Correction (NxcoreAI/EverRoom, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Prl Results Framing?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.