gstack Upgrade
garrytan/gstack
Upgrades an installed gstack to the latest version, handling global and vendored installs, optional auto-upgrade and snooze, and showing what is new.
Upgrade raw prompts into execution-ready instructions. An agent skill from hoangnb24/skills.
No licenceAuto-check passed
Install Prompt Leverage
$ npx skills add hoangnb24/skills --skill prompt-leverage -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hoangnb24/skills prompt-leverage --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/hoangnb24/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/khuym/skills/prompt-leverage .claude/skills/prompt-leverage && 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 "prompt-leverage" agent skill from https://github.com/hoangnb24/skills/tree/main/plugins/khuym/skills/prompt-leverage into .claude/skills/prompt-leverage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-leverage", 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/hoangnb24/skills/tree/main/plugins/khuym/skills/prompt-leverageType 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 hoangnb24/skills --skill prompt-leverage -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hoangnb24/skills prompt-leverage --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangnb24/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/khuym/skills/prompt-leverage .agents/skills/prompt-leverage && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "prompt-leverage" agent skill from https://github.com/hoangnb24/skills/tree/main/plugins/khuym/skills/prompt-leverage into .agents/skills/prompt-leverage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-leverage", 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 hoangnb24/skills --skill prompt-leverage -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hoangnb24/skills prompt-leverage --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangnb24/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/khuym/skills/prompt-leverage .cursor/skills/prompt-leverage && 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 "prompt-leverage" agent skill from https://github.com/hoangnb24/skills/tree/main/plugins/khuym/skills/prompt-leverage into .cursor/skills/prompt-leverage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-leverage", 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/hoangnb24/skills.git --path plugins/khuym/skills/prompt-leverage--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 hoangnb24/skills --skill prompt-leverage -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hoangnb24/skills prompt-leverage --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangnb24/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/khuym/skills/prompt-leverage .gemini/skills/prompt-leverage && 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 "prompt-leverage" agent skill from https://github.com/hoangnb24/skills/tree/main/plugins/khuym/skills/prompt-leverage into .gemini/skills/prompt-leverage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-leverage", 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 hoangnb24/skills prompt-leverageInstalls 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 hoangnb24/skills --skill prompt-leverage -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hoangnb24/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/khuym/skills/prompt-leverage .github/skills/prompt-leverage && 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 "prompt-leverage" agent skill from https://github.com/hoangnb24/skills/tree/main/plugins/khuym/skills/prompt-leverage into .github/skills/prompt-leverage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-leverage", 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 hoangnb24/skills --skill prompt-leverage -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hoangnb24/skills prompt-leverage --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangnb24/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/khuym/skills/prompt-leverage .opencode/skills/prompt-leverage && 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 "prompt-leverage" agent skill from https://github.com/hoangnb24/skills/tree/main/plugins/khuym/skills/prompt-leverage into .opencode/skills/prompt-leverage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-leverage", 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
prompt-leverage- GitHub stars
- 230
- Token cost
- ~725 tokens
- SKILL.md length
- 377 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 6
- Repo updated
- First seen
- Licence
- None found
At a glance
Upgrade raw prompts into execution-ready instructions. An agent skill from hoangnb24/skills.
- Works in 5 steps: Read the raw prompt and identify the… → Infer the task type: coding, research,… → Rebuild the prompt with the framework… → …
- Asked to improve a prompt
- SKILL.md covers Workflow, Transformation Rules, Framework Blocks and Output Modes, plus 2 more sections
- Runs Python scripts from its folder
What it does
Prompt Leverage is an agent skill from hoangnb24/skills. Upgrade raw prompts into execution-ready instructions. Use when asked to improve a prompt, add context, tool, verification, or done rules, extract a template, or design an enhancement hook.
Its SKILL.md is about 730 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/framework.md` and `scripts/augment_prompt.py`).
When your agent uses it
- Asked to improve a prompt
- Extract a template
- Design an enhancement hook
Example prompts
- “/prompt-leverage”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Read the raw prompt and identify the real job to be done.
- Infer the task type: coding, research, writing, analysis, planning, or review.
- Rebuild the prompt with the framework blocks in references/framework.md.
- Keep the result proportional: do not over-specify a simple task.
- Return both the improved prompt and a short explanation of what changed when useful.
What it can do on your machine
Read from SKILL.md and the folder at commit 9a579fc. 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
Ships 2 files in scripts/ (Python), which the agent can run.
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
Prompt Leverage loads about 725 tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 51 tokens; SKILL.md has 377 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 377 words (~725 tokens).
“Turn the user's current prompt into a stronger working prompt without changing the underlying intent. Preserve the task, fill in missing execution structure, and add only enough scaffolding to improve reliability.”
- name
- prompt-leverage
Files
SKILL.md and 4 other files (scripts, references) in plugins/khuym/skills/prompt-leverage of hoangnb24/skills.
- SKILL.md
- agents/openai.yaml
- references/framework.md
- scripts/augment_prompt.py
- scripts/test_augment_prompt.py
Open the folder on GitHubat commit 9a579fc
Compare with similar skills
Prompt Leverage 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 |
|---|---|---|---|---|---|---|
| Prompt Leverage this skillhoangnb24/skills | 230 | — | ~725 | Automated safety check: Pass | None | |
| gstack Upgradegarrytan/gstack | 136k | — | ~5.5k | Automated safety check: Notes | MIT | |
| Upgrade Browserflutter/flutter | 179k | — | ~1.1k | Automated safety check: Pass | BSD-3-Clause | |
| Odoo Upgrade Advisorsickn33/agentic-awesome-skills | 47k | 2 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Upgrade Mediabunnyremotion-dev/remotion | 63k | — | ~258 | Automated safety check: Pass | Custom licence | |
| Dotnet Upgradegithub/awesome-copilot | 40k | 1 repos | ~1.8k | Automated safety check: Pass | MIT |
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Upgrade Browser
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Upgrade Mediabunny
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Upgrade Mediabunny and related @mediabunny packages across the Remotion repo.
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Dotnet Upgrade
github/awesome-copilot
Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution
Paywall Upgrade Cro
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Questions about Prompt Leverage
What does Prompt Leverage do?
Upgrade raw prompts into execution-ready instructions. An agent skill from hoangnb24/skills. Prompt Leverage is an agent skill from hoangnb24/skills. Upgrade raw prompts into execution-ready instructions.
When should I use Prompt Leverage?
Prompt Leverage fits situations like: asked to improve a prompt; extract a template; design an enhancement hook.
How do I install Prompt Leverage in Claude Code?
Run `npx skills add hoangnb24/skills --skill prompt-leverage -a claude-code`. Or copy the skill folder (plugins/khuym/skills/prompt-leverage in hoangnb24/skills) into .claude/skills/prompt-leverage in your project. Claude Code loads it when a task matches its description.
How do I install Prompt Leverage in Codex?
Run `npx skills add hoangnb24/skills --skill prompt-leverage -a codex`. Or copy the skill folder (plugins/khuym/skills/prompt-leverage in hoangnb24/skills) into .agents/skills/prompt-leverage in your project. Codex loads it when a task matches its description.
Can I use Prompt Leverage 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 hoangnb24/skills --skill prompt-leverage -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prompt-leverage, .gemini/skills/prompt-leverage, .github/skills/prompt-leverage and .opencode/skills/prompt-leverage in your project.
What does Prompt Leverage need to run?
Going by SKILL.md and its folder, Prompt Leverage needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Prompt Leverage 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 Prompt Leverage 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Prompt Leverage use?
No licence was found for Prompt Leverage or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Prompt Leverage use?
About 725 tokens (SKILL.md is roughly 2.9k 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 711 tokens, read only when the agent opens those files.
What are the alternatives to Prompt Leverage?
Skills that share tags, products or a category with Prompt Leverage: gstack Upgrade (garrytan/gstack, 136k stars), Upgrade Browser (flutter/flutter, 179k stars), Odoo Upgrade Advisor (sickn33/agentic-awesome-skills, 47k stars) and Upgrade Mediabunny (remotion-dev/remotion, 63k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Prompt Leverage?
hoangnb24 (a GitHub user) maintains it in hoangnb24/skills, which has 230 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on July 18, 2026.
Source: hoangnb24/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.