Prompt Improver
severity1/claude-code-prompt-improver
This skill enriches vague prompts with targeted research and clarification before execution.
The design process for high-fidelity, polished work — the system prompt tells Claude to invoke it before starting any design
$ npx skills add asgeirtj/system_prompts_leaks --skill hi-fi-design -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install asgeirtj/system_prompts_leaks hi-fi-design --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/asgeirtj/system_prompts_leaks.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Anthropic/claude-design/skills/hi-fi-design .claude/skills/hi-fi-design && 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 "hi-fi-design" agent skill from https://github.com/asgeirtj/system_prompts_leaks/tree/main/Anthropic/claude-design/skills/hi-fi-design into .claude/skills/hi-fi-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hi-fi-design", 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/asgeirtj/system_prompts_leaks/tree/main/Anthropic/claude-design/skills/hi-fi-designType 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 asgeirtj/system_prompts_leaks --skill hi-fi-design -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install asgeirtj/system_prompts_leaks hi-fi-design --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/asgeirtj/system_prompts_leaks.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Anthropic/claude-design/skills/hi-fi-design .agents/skills/hi-fi-design && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hi-fi-design" agent skill from https://github.com/asgeirtj/system_prompts_leaks/tree/main/Anthropic/claude-design/skills/hi-fi-design into .agents/skills/hi-fi-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hi-fi-design", 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 asgeirtj/system_prompts_leaks --skill hi-fi-design -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install asgeirtj/system_prompts_leaks hi-fi-design --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/asgeirtj/system_prompts_leaks.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Anthropic/claude-design/skills/hi-fi-design .cursor/skills/hi-fi-design && 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 "hi-fi-design" agent skill from https://github.com/asgeirtj/system_prompts_leaks/tree/main/Anthropic/claude-design/skills/hi-fi-design into .cursor/skills/hi-fi-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hi-fi-design", 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/asgeirtj/system_prompts_leaks.git --path Anthropic/claude-design/skills/hi-fi-design--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 asgeirtj/system_prompts_leaks --skill hi-fi-design -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install asgeirtj/system_prompts_leaks hi-fi-design --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/asgeirtj/system_prompts_leaks.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Anthropic/claude-design/skills/hi-fi-design .gemini/skills/hi-fi-design && 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 "hi-fi-design" agent skill from https://github.com/asgeirtj/system_prompts_leaks/tree/main/Anthropic/claude-design/skills/hi-fi-design into .gemini/skills/hi-fi-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hi-fi-design", 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 asgeirtj/system_prompts_leaks hi-fi-designInstalls 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 asgeirtj/system_prompts_leaks --skill hi-fi-design -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/asgeirtj/system_prompts_leaks.git skills-src && mkdir -p .github/skills && cp -r skills-src/Anthropic/claude-design/skills/hi-fi-design .github/skills/hi-fi-design && 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 "hi-fi-design" agent skill from https://github.com/asgeirtj/system_prompts_leaks/tree/main/Anthropic/claude-design/skills/hi-fi-design into .github/skills/hi-fi-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hi-fi-design", 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 asgeirtj/system_prompts_leaks --skill hi-fi-design -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install asgeirtj/system_prompts_leaks hi-fi-design --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/asgeirtj/system_prompts_leaks.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Anthropic/claude-design/skills/hi-fi-design .opencode/skills/hi-fi-design && 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 "hi-fi-design" agent skill from https://github.com/asgeirtj/system_prompts_leaks/tree/main/Anthropic/claude-design/skills/hi-fi-design into .opencode/skills/hi-fi-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hi-fi-design", 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.
hi-fi-designThe design process for high-fidelity, polished work — the system prompt tells Claude to invoke it before starting any design
Hi Fi Design is an agent skill from asgeirtj/system_prompts_leaks. The design process for high-fidelity, polished work — the system prompt tells Claude to invoke it before starting any design
Its SKILL.md is about 1.6k 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 AI & LLM Engineering, covering Prompt engineering. The repository describes itself as: Documented system prompts from Anthropic - Claude Fable 5.1, Opus 5.5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro… The licence is CC0-1.0.
Read from SKILL.md and the folder at commit 60d44cc. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are html).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Hi Fi Design loads about 1.6k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 694 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.
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.
The full file from asgeirtj/system_prompts_leaks at commit 60d44cc, republished under its CC0-1.0 licence (© asgeirtj). 694 words, ~1,595 tokens.
.claude/skills/hi-fi-design/SKILL.md (or your agent's skills folder).Create a high-fidelity, polished design.
Follow this general design process (use the todo list to remember): (1) ask questions, (2) find existing UI kits and collect design context — copy ALL relevant components and read ALL relevant examples; ask the user if you can't find them, (3) start your file with assumptions + context + design reasoning (as if you are a junior designer and the user is your manager), with placeholders for the designs, and show it to the user early, (4) build out the designs and show the user again ASAP; append some next steps, (5) use your tools to check, verify and iterate on the design.
Good hi-fi designs do not start from scratch — they are rooted in existing design context. Ask the user to Import their codebase, or find a suitable UI kit / design resources, or ask for screenshots of existing UI. You MUST spend time trying to acquire design context, including components. If you cannot find them, ask the user for them. In the Import menu, they can link a local codebase, provide screenshots or Figma links; they can also link another project. Mocking a full product from scratch is a LAST RESORT and will lead to poor design. If stuck, try listing design assets and ls'ing design system files — be proactive! Some designs may need multiple design systems — get them all. Use the starter components (device frames and the like) to get high-quality scaffolding for free.
When showing multiple design options on one page, decide between (a) a single full-size responsive prototype with a tweaks panel, or (b) a vertical stack of anchored option cards. Choose based on how design-y vs prototype-y the ask is, how many options there are, and how big each is. For (b):
Present multiple design options as a vertical stack of turns — each turn of options is its own <section>, newest turn at the top, and every option gets a stable {turn}{letter} id (1a, 1b, 2a…) that the user references back in chat and you cross-link between turns. Always include <meta name="design_doc_mode" content="canvas"> in <helmet> — the host provides pan/zoom, so the user can freely zoom out on designs wider than the viewport.
How to write it — put one <style> block in <helmet>, then one <section class="dv-turn"> per turn as a direct child of the root (right after </helmet>, no wrapper). When the user asks for another round, insert the new section ABOVE the existing ones so the latest work sits at the top; never reorder, renumber, or delete earlier turns.
<helmet data-dc-atomics><meta name="design_doc_mode" content="canvas"><style>
body{margin:0;background:#f0eee9;font-family:system-ui,sans-serif}
.dv-turn{padding:40px 44px 32px;border-bottom:1px solid rgba(0,0,0,.08);scroll-margin-top:16px}
.dv-thd{display:flex;align-items:baseline;gap:10px;margin:0 0 20px}
.dv-tid{font:600 10px ui-monospace,Menlo,monospace;padding:3px 7px;background:#1a1a1a;color:#fff;border-radius:4px;text-decoration:none}
.dv-tname{font:600 13px/1.2 system-ui,sans-serif;color:#1a1a1a}
.dv-opts{display:flex;flex-wrap:wrap;gap:28px;align-items:flex-start}
.dv-opt{flex:none;display:flex;flex-direction:column;gap:9px;scroll-margin-top:16px}
.dv-oid{font:600 10.5px ui-monospace,Menlo,monospace;padding:3px 7px;background:rgba(0,0,0,.08);color:#1a1a1a;border-radius:5px;text-decoration:none}
.dv-olabel{display:flex;align-items:baseline;gap:8px;font:400 11px/1.3 system-ui,sans-serif;color:rgba(0,0,0,.55)}
.dv-card{max-width:100%;background:#fff;border:1px solid rgba(0,0,0,.08);border-radius:8px;box-shadow:0 1px 3px rgba(0,0,0,.06);overflow:hidden}
.dv-opt:target .dv-oid{background:#2a78d6;color:#fff}
.dv-next{margin:22px 0 0;font:12px/1.5 system-ui,sans-serif;color:rgba(0,0,0,.5)}
</style></helmet>
<section class="dv-turn" id="t2">
<div class="dv-thd"><a class="dv-tid" href="#t2">2</a><span class="dv-tname">Riffs on <a class="dv-oid" href="#1b">1b</a></span></div>
<div class="dv-opts">
<div class="dv-opt" id="2a"><div class="dv-olabel"><a class="dv-oid" href="#2a">2a</a>Tighter spacing</div><div class="dv-card" style="width:360px">…design…</div></div>
<div class="dv-opt" id="2b">…</div>
</div>
<p class="dv-next">Try next: "more like <a class="dv-oid" href="#2a">2a</a> but with the serif from <a class="dv-oid" href="#1c">1c</a>" · "make <a class="dv-oid" href="#2b">2b</a> full-bleed" · "new directions"</p>
</section>
<section class="dv-turn" id="t1">…turn 1, unchanged…</section>Rules: turn section ids are t1, t2, t3…; option ids are 1a, 1b, 2a… and go on the option's outermost element (.dv-opt), never on the badge — so #1b scrolls the whole option into view. Ids are stable forever, never reused or renumbered. Options within a turn sit side-by-side in a wrapping row; don't hand-roll your own pan/zoom — the host canvas provides it. Every option-id reference in the file — turn heading, option label, .dv-next line, any prose — is an <a class="dv-oid" href="#1b">1b</a> link, never a bare 1b; in your chat replies, just write 1b. End each turn with a one-line .dv-next of 2–3 plain-English follow-ups the user could paste into chat. Size each .dv-card to its content (explicit width is fine); don't use height:100%.
When designing, asking many good questions is ESSENTIAL.
Give options: try to give 3+ variations across several dimensions. Mix by-the-book designs that match existing patterns with new and novel interactions, including interesting layouts, metaphors, and visual styles. Have some options that use color or advanced CSS; some with iconography and some without. Start your variations basic and get more advanced and creative as you go! Try remixing the brand assets and visual DNA in interesting ways — play with scale, fills, texture, visual rhythm, layering, novel layouts, type treatments. The goal is not the perfect option; it's exploring atomic variations the user can mix and match.
CSS, HTML, JS and SVG are amazing. Users often don't know what they can do. Surprise the user.
If you do not have an icon, asset or component, draw a placeholder: in hi-fi design, a placeholder is better than a bad attempt at the real thing.
© asgeirtj, CC0-1.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in Anthropic/claude-design/skills/hi-fi-design of asgeirtj/system_prompts_leaks.
Open the folder on GitHubat commit 60d44cc
Hi Fi Design 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 |
|---|---|---|---|---|---|---|
| Hi Fi Design this skillasgeirtj/system_prompts_leaks | 69k | — | ~1.6k | Automated safety check: Pass | CC0-1.0 | |
| Prompt Improverseverity1/claude-code-prompt-improver | 1.9k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Prompt Engineering Patternsynulihao/AgentSkillOS | 618 | 14 repos | ~1.7k | Automated safety check: Pass | None | |
| Patch CreationPiebald-AI/tweakcc | 2.5k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Senior Prompt Engineermaslennikov-ig/claude-code-orchestrator-kit | 260 | 3 repos | ~1.4k | Automated safety check: Pass | Custom licence | |
| Codex Fable5baskduf/FableCodex | 437 | — | ~1.6k | Automated safety check: Pass | AGPL-3.0 |
severity1/claude-code-prompt-improver
This skill enriches vague prompts with targeted research and clarification before execution.
ynulihao/AgentSkillOS
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production.
Piebald-AI/tweakcc
Create and register new patches for tweakcc. An agent skill from Piebald-AI/tweakcc.
maslennikov-ig/claude-code-orchestrator-kit
Provides reference guides and Python scripts for prompt optimization, RAG evaluation, and agent orchestration when building or tuning LLM systems.
baskduf/FableCodex
Apply a Claude Fable 5 inspired operating style inside Codex.
wshobson/agents
Reference for designing and tuning production LLM prompts: few-shot examples, chain-of-thought, structured outputs, templates and system prompts.
asgeirtj/system_prompts_leaks
Shows one digest of coding-agent sessions across your connected machines and lets you open, read, steer, approve, stop and close them, over Herdr, tmux or MSP.
asgeirtj/system_prompts_leaks
Diagnoses a Muse Code installation's own failures from binary and session evidence, instead of treating the report as an ordinary repository bug.
asgeirtj/system_prompts_leaks
A skill your agent uses whenever the user wants to create, read, edit, or manipulate Word documents (.docx) or Word templates (.dotx).
asgeirtj/system_prompts_leaks
Runs a goal as a project in which the agent coordinates separate agent threads, judging when to split the work, and interviews you first when nothing can be verified.
asgeirtj/system_prompts_leaks
Creates and validates a new native Muse plugin package in the current workspace, limited to five capability families, and leaves installation to you.
asgeirtj/system_prompts_leaks
A skill your agent uses when the user's prompt requires (1) researching a topic across multiple sources, comparing options or alternatives, analyzing trends or history, understanding markets or…
Categories
The design process for high-fidelity, polished work — the system prompt tells Claude to invoke it before starting any design. Hi Fi Design is an agent skill from asgeirtj/system_prompts_leaks.
Hi Fi Design fits situations like: tasks that involve Prompt engineering.
Run `npx skills add asgeirtj/system_prompts_leaks --skill hi-fi-design -a claude-code`. Or copy the skill folder (Anthropic/claude-design/skills/hi-fi-design in asgeirtj/system_prompts_leaks) into .claude/skills/hi-fi-design in your project. Claude Code loads it when a task matches its description.
Run `npx skills add asgeirtj/system_prompts_leaks --skill hi-fi-design -a codex`. Or copy the skill folder (Anthropic/claude-design/skills/hi-fi-design in asgeirtj/system_prompts_leaks) into .agents/skills/hi-fi-design in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add asgeirtj/system_prompts_leaks --skill hi-fi-design -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hi-fi-design, .gemini/skills/hi-fi-design, .github/skills/hi-fi-design and .opencode/skills/hi-fi-design in your project.
SKILL.md names no scripts, command-line tools or credentials: Hi Fi Design is instructions for the agent only.
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.
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.
Hi Fi Design is published under the CC0-1.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Hi Fi Design: Prompt Improver (severity1/claude-code-prompt-improver, 1.9k stars), Prompt Engineering Patterns (ynulihao/AgentSkillOS, 618 stars), Patch Creation (Piebald-AI/tweakcc, 2.5k stars) and Senior Prompt Engineer (maslennikov-ig/claude-code-orchestrator-kit, 260 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
asgeirtj (a GitHub user) maintains it in asgeirtj/system_prompts_leaks, which has 69,280 GitHub stars. The repository holds 128 skills in this directory. The repository was last updated on October 10, 2026.
Source: asgeirtj/system_prompts_leaks on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.