Diagnose Gateway
openclaw/openclaw
Diagnose Gateway, config, secrets, channels, and port failures with read-only one-liners.
Diagnose and raise the general-interest ceiling of an academic economics or finance paper so it reads like a top-5 (or top-3 finance) submission.
No licenceAuto-check passed
Install Top5 Framing
$ npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill top5-framing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aspi6246/Claude-Code-Skills-for-Academics top5-framing --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aspi6246/Claude-Code-Skills-for-Academics.git skills-src && mkdir -p .claude/skills && cp -r skills-src/top5-framing .claude/skills/top5-framing && rm -rf skills-srcUse ~/.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/
Install the "top5-framing" agent skill from https://github.com/aspi6246/Claude-Code-Skills-for-Academics/tree/main/top5-framing into .claude/skills/top5-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "top5-framing", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aspi6246/Claude-Code-Skills-for-Academics/tree/main/top5-framingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill top5-framing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aspi6246/Claude-Code-Skills-for-Academics top5-framing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aspi6246/Claude-Code-Skills-for-Academics.git skills-src && mkdir -p .agents/skills && cp -r skills-src/top5-framing .agents/skills/top5-framing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "top5-framing" agent skill from https://github.com/aspi6246/Claude-Code-Skills-for-Academics/tree/main/top5-framing into .agents/skills/top5-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "top5-framing", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill top5-framing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aspi6246/Claude-Code-Skills-for-Academics top5-framing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aspi6246/Claude-Code-Skills-for-Academics.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/top5-framing .cursor/skills/top5-framing && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "top5-framing" agent skill from https://github.com/aspi6246/Claude-Code-Skills-for-Academics/tree/main/top5-framing into .cursor/skills/top5-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "top5-framing", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aspi6246/Claude-Code-Skills-for-Academics.git --path top5-framing--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill top5-framing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aspi6246/Claude-Code-Skills-for-Academics top5-framing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aspi6246/Claude-Code-Skills-for-Academics.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/top5-framing .gemini/skills/top5-framing && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "top5-framing" agent skill from https://github.com/aspi6246/Claude-Code-Skills-for-Academics/tree/main/top5-framing into .gemini/skills/top5-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "top5-framing", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aspi6246/Claude-Code-Skills-for-Academics top5-framingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill top5-framing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aspi6246/Claude-Code-Skills-for-Academics.git skills-src && mkdir -p .github/skills && cp -r skills-src/top5-framing .github/skills/top5-framing && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "top5-framing" agent skill from https://github.com/aspi6246/Claude-Code-Skills-for-Academics/tree/main/top5-framing into .github/skills/top5-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "top5-framing", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill top5-framing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aspi6246/Claude-Code-Skills-for-Academics top5-framing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aspi6246/Claude-Code-Skills-for-Academics.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/top5-framing .opencode/skills/top5-framing && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "top5-framing" agent skill from https://github.com/aspi6246/Claude-Code-Skills-for-Academics/tree/main/top5-framing into .opencode/skills/top5-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "top5-framing", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
top5-framing- GitHub stars
- 159
- Token cost
- ~2k tokens
- SKILL.md length
- 871 words
- Files
- 2 (incl. references)
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- None found
At a glance
Diagnose and raise the general-interest ceiling of an academic economics or finance paper so it reads like a top-5 (or top-3 finance) submission.
- Works in 6 steps: The deletion test. Delete the empirical… → Fact vs. explanation. Is the… → The one-sentence test. Can a reader… → …
- The user asks to review
- SKILL.md covers The diagnostic checklist, How to apply it, Output format and Quick reference: moves that…, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Top5 Framing is an agent skill from aspi6246/Claude-Code-Skills-for-Academics. Diagnose and raise the general-interest ceiling of an academic economics or finance paper so it reads like a top-5 (or top-3 finance) submission. Use this skill whenever the user asks to review, reframe, or strengthen a paper draft, abstract, introduction, or pitch for a top journal — including requests like "make this more general interest", "why would the JF/QJE care", "punch up my intro", "is this framing ambitious enough", or when evaluating which of several papers or framings has the higher ceiling. Also use…
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/fletcher_case_study.md`).
The repository describes itself as: A collection of Skills for academics.
When your agent uses it
- The user asks to review
- Strengthen a paper draft
- Pitch for a top journal — including requests like make this more general interest
- Why would the JF/QJE care
Example prompts
- “make this more general interest”
- “why would the JF/QJE care”
- “punch up my intro”
- “/top5-framing”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- The deletion test. Delete the empirical setting (the policy, the
- Fact vs. explanation. Is the contribution a new fact in one setting, or
- The one-sentence test. Can a reader outside the subfield repeat the
- Vertical vs. horizontal structure. Do later sections escalate one
- Canonical-object test. Does the result interact with an object a large
- Boldest responsible claim. What is the most ambitious interpretation
What it can do on your machine
Read from SKILL.md and the folder at commit 8a8f112. 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 (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
jasonmfletcher.substack.com
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
Top5 Framing loads about 2k tokens when it runs, and up to ~3.3k if it reads all its reference files. Until then it costs about 174 tokens; SKILL.md has 871 words of instructions outside code blocks.
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 871 words (~2,016 tokens).
“Based on Jason Fletcher's case study ("How to Write a Top 5 Paper," Mentorless Apprentice Substack, July 2026—”
- name
- top5-framing
Files
SKILL.md and 1 other file (references) in top5-framing of aspi6246/Claude-Code-Skills-for-Academics.
- SKILL.md
- references/fletcher_case_study.md
Open the folder on GitHubat commit 8a8f112
Compare with similar skills
Top5 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Top5 Framing this skillaspi6246/Claude-Code-Skills-for-Academics | 159 | — | ~2k | Automated safety check: Pass | None | |
| Diagnose Gatewayopenclaw/openclaw | 392k | — | ~670 | Automated safety check: Pass | MIT | |
| Diagnosegithub/awesome-copilot | 40k | 1 repos | ~1k | Automated safety check: Pass | MIT | |
| Raisely AutomationComposioHQ/awesome-claude-skills | 77k | 3 repos | ~730 | Automated safety check: Pass | None | |
| Frame Titlethedaviddias/Front-End-Checklist | 74k | — | ~438 | Automated safety check: Pass | MIT | |
| Frame Logo Outronexu-io/open-design | 100k | — | ~777 | Automated safety check: Pass | Apache-2.0 |
Similar skills
- Official
Diagnose
github/awesome-copilot
Perform a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture fitness, and safety — producing a scored report…
Raisely Automation
ComposioHQ/awesome-claude-skills
Automate Raisely tasks via Rube MCP (Composio). An agent skill from ComposioHQ/awesome-claude-skills.
Frame Title
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Provide titles for iframes and frames.
Frame Logo Outro
nexu-io/open-design
Segmented logo assembly, glow bloom, and tagline reveal for video outros or brand closing frames.
Diagnose Why Work Stopped
paperclipai/paperclip
Diagnose stalled, looping, or over-recovered Paperclip issue trees and propose a no-code product-rule plan.
More from aspi6246/Claude-Code-Skills-for-Academics
All 15 skills in this repoBeamer Check
aspi6246/Claude-Code-Skills-for-Academics
Audit and fix Beamer slide decks for compilation errors, layout problems, and visual issues.
Beamer Slides Teaching
aspi6246/Claude-Code-Skills-for-Academics
Generate LaTeX Beamer slide decks using my defined style and conventions.
Data Profiler
aspi6246/Claude-Code-Skills-for-Academics
Systematic dataset profiling protocol for empirical research.
Edmans Audit
aspi6246/Claude-Code-Skills-for-Academics
Audit a finance paper against Alex Edmans' "Learnings From 1,000 Rejections" (2025, Financial Management) three-part framework: Contribution, Execution, Exposition.
R Empirical Finance
aspi6246/Claude-Code-Skills-for-Academics
Conventions for writing empirical finance R code with data.table, fixest, arrow, and ggplot2.
Canvas Lms API
aspi6246/Claude-Code-Skills-for-Academics
A skill your agent uses whenever working with the Canvas LMS REST API — including creating or updating modules, pages, and files for a course, building sync scripts, managing course structure…
Questions about Top5 Framing
What does Top5 Framing do?
Diagnose and raise the general-interest ceiling of an academic economics or finance paper so it reads like a top-5 (or top-3 finance) submission. Top5 Framing is an agent skill from aspi6246/Claude-Code-Skills-for-Academics. Diagnose and raise the general-interest ceiling of an academic economics or finance paper so it reads like a top-5 (or top-3 finance) submission.
When should I use Top5 Framing?
Top5 Framing fits situations like: the user asks to review; strengthen a paper draft; pitch for a top journal — including requests like make this more general interest; why would the JF/QJE care.
How do I install Top5 Framing in Claude Code?
Run `npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill top5-framing -a claude-code`. Or copy the skill folder (top5-framing in aspi6246/Claude-Code-Skills-for-Academics) into .claude/skills/top5-framing in your project. Claude Code loads it when a task matches its description.
How do I install Top5 Framing in Codex?
Run `npx skills add aspi6246/Claude-Code-Skills-for-Academics --skill top5-framing -a codex`. Or copy the skill folder (top5-framing in aspi6246/Claude-Code-Skills-for-Academics) into .agents/skills/top5-framing in your project. Codex loads it when a task matches its description.
Can I use Top5 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 aspi6246/Claude-Code-Skills-for-Academics --skill top5-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/top5-framing, .gemini/skills/top5-framing, .github/skills/top5-framing and .opencode/skills/top5-framing in your project.
What does Top5 Framing need to run?
SKILL.md names no scripts, command-line tools or credentials: Top5 Framing is instructions for the agent only.
Does Top5 Framing access the network?
SKILL.md names 1 domain. As links in the text: jasonmfletcher.substack.com. This is read from the text; nothing was executed.
Is Top5 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 Top5 Framing use?
No licence was found for Top5 Framing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Top5 Framing use?
About 2k tokens (SKILL.md is roughly 8.1k 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 1.3k tokens, read only when the agent opens those files.
What are the alternatives to Top5 Framing?
Skills that share tags, products or a category with Top5 Framing: Diagnose Gateway (openclaw/openclaw, 392k stars), Diagnose (github/awesome-copilot, 40k stars), Raisely Automation (ComposioHQ/awesome-claude-skills, 77k stars) and Frame Title (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Top5 Framing?
aspi6246 (a GitHub user) maintains it in aspi6246/Claude-Code-Skills-for-Academics, which has 159 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on August 21, 2026.
Source: aspi6246/Claude-Code-Skills-for-Academics on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.