Agentsop Dspy
agentsope/SkillAlchemy
Operating SOP for DSPy (Stanford NLP) — the declarative framework for "programming, not prompting" language models.
Creates specialized AI agents with optimized system prompts using the official 4-phase SOP methodology from Desktop .claude-flow, combined with evidence-based prompting techniques and Claude Agent…
Install Agent Creator
$ npx skills add aiskillstore/marketplace --skill agent-creator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace agent-creator --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/dnyoussef/agent-creator .claude/skills/agent-creator && 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 "agent-creator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/agent-creator into .claude/skills/agent-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-creator", 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/aiskillstore/marketplace/tree/main/skills/dnyoussef/agent-creatorType 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 aiskillstore/marketplace --skill agent-creator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace agent-creator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/dnyoussef/agent-creator .agents/skills/agent-creator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agent-creator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/agent-creator into .agents/skills/agent-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-creator", 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 aiskillstore/marketplace --skill agent-creator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace agent-creator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/dnyoussef/agent-creator .cursor/skills/agent-creator && 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 "agent-creator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/agent-creator into .cursor/skills/agent-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-creator", 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/aiskillstore/marketplace.git --path skills/dnyoussef/agent-creator--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 aiskillstore/marketplace --skill agent-creator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace agent-creator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/dnyoussef/agent-creator .gemini/skills/agent-creator && 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 "agent-creator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/agent-creator into .gemini/skills/agent-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-creator", 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 aiskillstore/marketplace agent-creatorInstalls 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 aiskillstore/marketplace --skill agent-creator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/dnyoussef/agent-creator .github/skills/agent-creator && 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 "agent-creator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/agent-creator into .github/skills/agent-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-creator", 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 aiskillstore/marketplace --skill agent-creator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace agent-creator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/dnyoussef/agent-creator .opencode/skills/agent-creator && 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 "agent-creator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/agent-creator into .opencode/skills/agent-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-creator", 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
agent-creator- GitHub stars
- 430
- Used in
- 1 other repo
- Token cost
- ~4.8k tokens
- SKILL.md length
- 948 words
- Files
- 3
- Skills in repo
- 1,108
- Repo updated
- First seen
- Licence
- None found
At a glance
Creates specialized AI agents with optimized system prompts using the official 4-phase SOP methodology from Desktop .claude-flow, combined with evidence-based prompting techniques and Claude Agent…
- Works in 3 steps: Initial Analysis & Intent Decoding… → Meta-Cognitive Extraction (30-45 minutes) → Agent Architecture Design (45-60 minutes)
- Creating production-ready agents for specific domains
- SKILL.md covers When to Use This Skill, The 4-Phase Agent Creation…, Agent Specialization Patterns and Testing & Validation, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Agent Creator is an agent skill from aiskillstore/marketplace. Creates specialized AI agents with optimized system prompts using the official 4-phase SOP methodology from Desktop .claude-flow, combined with evidence-based prompting techniques and Claude Agent SDK implementation. Use this skill when creating production-ready agents for specific domains, workflows, or tasks requiring consistent high-quality performance with deeply embedded domain knowledge.
Its SKILL.md is about 4.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `skill-report.json`).
It sits in AI & LLM Engineering, covering Building AI agents, Operations and SOPs and Prompt engineering. It works with Claude Agent SDK. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Creating production-ready agents for specific domains
- Tasks requiring consistent high-quality performance with deeply embedded domain knowledge
Example prompts
- “Use the agent-creator skill to create specialized AI agents with optimized system prompts using the official 4-phase SOP methodology from Desktop…”
- “/agent-creator”
Requirements
- Python 3
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Initial Analysis & Intent Decoding (30-60 minutes)
- Meta-Cognitive Extraction (30-45 minutes)
- Agent Architecture Design (45-60 minutes)
What it can do on your machine
Read from SKILL.md and the folder at commit ad8daf7. 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 and python).
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
Agent Creator loads about 4.8k tokens when it runs. Until then it costs about 103 tokens; SKILL.md has 948 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 948 words (~4,751 tokens).
“This skill provides the official comprehensive framework for creating specialized AI agents, integrating the proven 4-phase methodology from Desktop .claude-flow with Claude Agent SDK implementation and evidence-based prompting techniques.”
- name
- agent-creator
Files
SKILL.md and 2 other files in skills/dnyoussef/agent-creator of aiskillstore/marketplace.
- SKILL.md
- agent-creator-process.dot
- skill-report.json
Open the folder on GitHubat commit ad8daf7
Used in 1 other repository
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Agent Creator 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 |
|---|---|---|---|---|---|---|
| Agent Creator this skillaiskillstore/marketplace | 430 | 1 repos | ~4.8k | Automated safety check: Pass | None | |
| Agentsop Dspyagentsope/SkillAlchemy | 459 | — | ~7k | Automated safety check: Pass | MIT | |
| Senior Prompt Engineermaslennikov-ig/claude-code-orchestrator-kit | 260 | 4 repos | ~1.4k | Automated safety check: Pass | Custom licence | |
| Create System Promptpnp/copilot-prompts | 892 | — | ~3.1k | Automated safety check: Pass | MIT | |
| DSPy Language Model ProgrammingOrchestra-Research/AI-Research-SKILLs | 13k | 10 repos | ~3.8k | Automated safety check: Pass | MIT | |
| Mg CLImodelguide/modelguide | 108 | — | ~3.5k | Automated safety check: Pass | MIT |
Similar skills
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.
Create System Prompt
pnp/copilot-prompts
This skill should be used when the user asks to "create an agent instruction", "add agent instructions", "scaffold an agent sample", "create a system prompt sample", "add a system prompt", "create a…
DSPy Language Model Programming
Orchestra-Research/AI-Research-SKILLs
Teaches an agent to build LM pipelines, RAG systems and agents in DSPy using signatures, modules and optimizers instead of hand-tuned prompts.
Mg CLI
modelguide/modelguide
Generate YAML configuration files and run CLI commands to onboard organizations into ModelGuide.
Agentsop Crewai
agentsope/SkillAlchemy
SOP for building multi-agent systems with CrewAI — role-based collaboration, sequential/hierarchical processes, Flows, memory, delegation.
More from aiskillstore/marketplace
All 1,108 skills in this repoCode Stats
aiskillstore/marketplace
Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).
File Search
aiskillstore/marketplace
Modern file and content search using fd, ripgrep (rg), and fzf.
Data Processing
aiskillstore/marketplace
Process JSON with jq and YAML/TOML with yq. An agent skill from aiskillstore/marketplace.
Doc Scanner
aiskillstore/marketplace
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
Find Replace
aiskillstore/marketplace
Modern find-and-replace using sd (simpler than sed) and batch replacement patterns.
Investigating Codebases
aiskillstore/marketplace
Automatically activated when user asks how something works, wants to understand unfamiliar code, needs to explore a new codebase, or asks questions like "where is X implemented?", "how does Y…
Related
Works with
Categories
Questions about Agent Creator
What does Agent Creator do?
Creates specialized AI agents with optimized system prompts using the official 4-phase SOP methodology from Desktop .claude-flow, combined with evidence-based prompting techniques and Claude Agent…. Agent Creator is an agent skill from aiskillstore/marketplace.claude-flow, combined with evidence-based prompting techniques and Claude Agent SDK implementation.
When should I use Agent Creator?
Agent Creator fits situations like: creating production-ready agents for specific domains; tasks requiring consistent high-quality performance with deeply embedded domain knowledge.
How do I install Agent Creator in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill agent-creator -a claude-code`. Or copy the skill folder (skills/dnyoussef/agent-creator in aiskillstore/marketplace) into .claude/skills/agent-creator in your project. Claude Code loads it when a task matches its description.
How do I install Agent Creator in Codex?
Run `npx skills add aiskillstore/marketplace --skill agent-creator -a codex`. Or copy the skill folder (skills/dnyoussef/agent-creator in aiskillstore/marketplace) into .agents/skills/agent-creator in your project. Codex loads it when a task matches its description.
Can I use Agent Creator 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 aiskillstore/marketplace --skill agent-creator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-creator, .gemini/skills/agent-creator, .github/skills/agent-creator and .opencode/skills/agent-creator in your project.
What does Agent Creator need to run?
SKILL.md names no scripts, command-line tools or credentials: Agent Creator is instructions for the agent only. Our summary lists: Python 3.
Does Agent Creator 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 Agent Creator 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 Agent Creator use?
No licence was found for Agent Creator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Agent Creator use?
About 4.8k tokens (SKILL.md is roughly 19k 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 Agent Creator?
Skills that share tags, products or a category with Agent Creator: Agentsop Dspy (agentsope/SkillAlchemy, 459 stars), Senior Prompt Engineer (maslennikov-ig/claude-code-orchestrator-kit, 260 stars), Create System Prompt (pnp/copilot-prompts, 892 stars) and DSPy Language Model Programming (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agent Creator?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,108 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.