Prompt Improver
severity1/claude-code-prompt-improver
This skill enriches vague prompts with targeted research and clarification before execution.
Designs clear, testable prompts for agent workflows. An agent skill from repowise-dev/claude-code-prompts.
Install Prompt Architect
$ npx skills add repowise-dev/claude-code-prompts --skill prompt-architect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install repowise-dev/claude-code-prompts prompt-architect --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/repowise-dev/claude-code-prompts.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/prompt-architect .claude/skills/prompt-architect && 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-architect" agent skill from https://github.com/repowise-dev/claude-code-prompts/tree/master/skills/prompt-architect into .claude/skills/prompt-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-architect", 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/repowise-dev/claude-code-prompts/tree/master/skills/prompt-architectType 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 repowise-dev/claude-code-prompts --skill prompt-architect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install repowise-dev/claude-code-prompts prompt-architect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/repowise-dev/claude-code-prompts.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/prompt-architect .agents/skills/prompt-architect && 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-architect" agent skill from https://github.com/repowise-dev/claude-code-prompts/tree/master/skills/prompt-architect into .agents/skills/prompt-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-architect", 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 repowise-dev/claude-code-prompts --skill prompt-architect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install repowise-dev/claude-code-prompts prompt-architect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/repowise-dev/claude-code-prompts.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/prompt-architect .cursor/skills/prompt-architect && 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-architect" agent skill from https://github.com/repowise-dev/claude-code-prompts/tree/master/skills/prompt-architect into .cursor/skills/prompt-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-architect", 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/repowise-dev/claude-code-prompts.git --path skills/prompt-architect--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 repowise-dev/claude-code-prompts --skill prompt-architect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install repowise-dev/claude-code-prompts prompt-architect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/repowise-dev/claude-code-prompts.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/prompt-architect .gemini/skills/prompt-architect && 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-architect" agent skill from https://github.com/repowise-dev/claude-code-prompts/tree/master/skills/prompt-architect into .gemini/skills/prompt-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-architect", 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 repowise-dev/claude-code-prompts prompt-architectInstalls 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 repowise-dev/claude-code-prompts --skill prompt-architect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/repowise-dev/claude-code-prompts.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/prompt-architect .github/skills/prompt-architect && 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-architect" agent skill from https://github.com/repowise-dev/claude-code-prompts/tree/master/skills/prompt-architect into .github/skills/prompt-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-architect", 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 repowise-dev/claude-code-prompts --skill prompt-architect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install repowise-dev/claude-code-prompts prompt-architect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/repowise-dev/claude-code-prompts.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/prompt-architect .opencode/skills/prompt-architect && 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-architect" agent skill from https://github.com/repowise-dev/claude-code-prompts/tree/master/skills/prompt-architect into .opencode/skills/prompt-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-architect", 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-architect- GitHub stars
- 1.2k
- Token cost
- ~231 tokens
- SKILL.md length
- 92 words
- Files
- 2
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- MIT
At a glance
Designs clear, testable prompts for agent workflows. An agent skill from repowise-dev/claude-code-prompts.
- Works in 5 steps: Define objective, audience, and success… → Capture hard constraints (format, tools,… → Specify required reasoning boundaries… → …
- Creating new prompts
- SKILL.md covers Purpose, Build Sequence, Prompt Quality Checks and Reference
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Prompt Architect is an agent skill from repowise-dev/claude-code-prompts. Designs clear, testable prompts for agent workflows. Use when creating new prompts, refining weak prompts, or establishing reusable prompting patterns.
Its SKILL.md is about 230 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `reference.md`).
It sits in AI & LLM Engineering, covering Prompt engineering. The repository describes itself as: Independently authored prompt templates for AI coding agents — system prompts, tool prompts, agent delegation, memory management, and multi-agent coordination. Informed by… The licence is MIT.
When your agent uses it
- Creating new prompts
- Refining weak prompts
- Establishing reusable prompting patterns
Example prompts
- “Use the prompt-architect skill to design clear, testable prompts for agent workflows. An agent skill from repowise-dev/claude-code-prompts”
- “/prompt-architect”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Define objective, audience, and success criteria.
- Capture hard constraints (format, tools, safety, style).
- Specify required reasoning boundaries and output structure.
- Add verification instructions and failure handling.
- Iterate using concrete examples and observed errors.
What it can do on your machine
Read from SKILL.md and the folder at commit 989fc0e. 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
Prompt Architect loads about 231 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 92 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
The full file from repowise-dev/claude-code-prompts at commit 989fc0e, republished under its MIT licence (© repowise-dev). 92 words, ~231 tokens.
Download SKILL.mdSave it as
.claude/skills/prompt-architect/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- prompt-architect
- description
- Designs clear, testable prompts for agent workflows. Use when creating new prompts, refining weak prompts, or establishing reusable prompting patterns.
Prompt Architect
Purpose
Use this skill to turn vague intent into reliable prompt instructions.
Build Sequence
- Define objective, audience, and success criteria.
- Capture hard constraints (format, tools, safety, style).
- Specify required reasoning boundaries and output structure.
- Add verification instructions and failure handling.
- Iterate using concrete examples and observed errors.
Prompt Quality Checks
- Is the task scope explicit and bounded?
- Are required outputs unambiguous?
- Are constraints actionable (not aspirational)?
- Is there a clear fallback when information is missing?
Reference
Use reference.md for compact templates, anti-patterns, and refinement loops.
© repowise-dev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/prompt-architect of repowise-dev/claude-code-prompts.
- SKILL.md
- reference.md
Open the folder on GitHubat commit 989fc0e
Compare with similar skills
Prompt Architect 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 Architect this skillrepowise-dev/claude-code-prompts | 1.2k | — | ~231 | Automated safety check: Pass | MIT | |
| Prompt Improverseverity1/claude-code-prompt-improver | 1.9k | 2 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Prompt Engineering Patternsynulihao/AgentSkillOS | 617 | 15 repos | ~1.7k | Automated safety check: Pass | None | |
| Patch CreationPiebald-AI/tweakcc | 2.5k | — | ~1.6k | Automated safety check: Pass | MIT | |
| LLM Application DevMoizIbnYousaf/ai-agent-skills | 1.1k | 2 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Senior Prompt Engineermaslennikov-ig/claude-code-orchestrator-kit | 260 | 4 repos | ~1.4k | Automated safety check: Pass | Custom licence |
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LLM Application Dev
MoizIbnYousaf/ai-agent-skills
Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration.
Senior Prompt Engineer
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.
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Related
Categories
Questions about Prompt Architect
What does Prompt Architect do?
Designs clear, testable prompts for agent workflows. An agent skill from repowise-dev/claude-code-prompts. Prompt Architect is an agent skill from repowise-dev/claude-code-prompts. Designs clear, testable prompts for agent workflows.
When should I use Prompt Architect?
Prompt Architect fits situations like: creating new prompts; refining weak prompts; establishing reusable prompting patterns.
How do I install Prompt Architect in Claude Code?
Run `npx skills add repowise-dev/claude-code-prompts --skill prompt-architect -a claude-code`. Or copy the skill folder (skills/prompt-architect in repowise-dev/claude-code-prompts) into .claude/skills/prompt-architect in your project. Claude Code loads it when a task matches its description.
How do I install Prompt Architect in Codex?
Run `npx skills add repowise-dev/claude-code-prompts --skill prompt-architect -a codex`. Or copy the skill folder (skills/prompt-architect in repowise-dev/claude-code-prompts) into .agents/skills/prompt-architect in your project. Codex loads it when a task matches its description.
Can I use Prompt Architect 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 repowise-dev/claude-code-prompts --skill prompt-architect -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-architect, .gemini/skills/prompt-architect, .github/skills/prompt-architect and .opencode/skills/prompt-architect in your project.
What does Prompt Architect need to run?
SKILL.md names no scripts, command-line tools or credentials: Prompt Architect is instructions for the agent only.
Does Prompt Architect 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 Architect 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 Prompt Architect use?
Prompt Architect is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Prompt Architect use?
About 231 tokens (SKILL.md is roughly 924 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 Prompt Architect?
Skills that share tags, products or a category with Prompt Architect: Prompt Improver (severity1/claude-code-prompt-improver, 1.9k stars), Prompt Engineering Patterns (ynulihao/AgentSkillOS, 617 stars), Patch Creation (Piebald-AI/tweakcc, 2.5k stars) and LLM Application Dev (MoizIbnYousaf/ai-agent-skills, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Prompt Architect?
repowise-dev (a GitHub organization) maintains it in repowise-dev/claude-code-prompts, which has 1,209 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on May 11, 2026.
Source: repowise-dev/claude-code-prompts on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.