菜单
Creates specialized AI agents on-demand when no existing agent matches a request. Use when the Router cannot find a suitable agent for a task. Enables self-evolution by generating persistent agents.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/oimiragieo/agent-studio --skill agent-creator命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Agent frontmatter enhancements — disallowedTools, mcpServers scoping, fork_eligible field
Context management — pre-compact persistence, threshold alignment, microcompact/circuit breaker detection
Hook enhancements — updatedInput for bash safety prefixes, suppressOutput for verbose blocks, denial-based routing feedback
正在显示 SKILL.md
基于 SOC 职业分类
| name | agent-creator |
| description | Creates specialized AI agents on-demand when no existing agent matches a request. Use when the Router cannot find a suitable agent for a task. Enables self-evolution by generating persistent agents. |
| version | 2.3.0 |
| model | sonnet |
| invoked_by | both |
| user_invocable | true |
| tools | ["Read","Write","Edit","Glob","Grep","WebSearch","WebFetch","Bash","Task"] |
| args | <agent-name> [options] [--eval] [--eval --tier light] |
| best_practices | ["Verify no existing agent matches first","Research domain before creating agent","Align agent to BLS OOH occupational profiles (Step 2.3)","Compare against Ongig job titles for routing keywords","Use MyMajors career skills for real-world skill grounding","Run skills gap analysis and record follow-up items for reusable skill gaps","Assign relevant skills to new agents"] |
| error_handling | graceful |
| streaming | supported |
| output_location | .claude/agents/ |
| verified | true |
| lastVerifiedAt | 2026-02-28 |
| dependencies | ["research-synthesis"] |
| source | builtin |
| trust_score | 100 |
| provenance_sha | 7c35f8976f0fcb92 |
Mode: Script-First - Use scripts/main.cjs as the canonical path for generation and validation, then use this guide for research, skill assignment, and integration follow-through.
Creates specialized AI agents on-demand for capabilities that do not already have a good owner.
| Operation | Primary command or tool |
| ----------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------- | ------ | ----------- | --------------- |
| Check for existing agents | Glob: .claude/agents/**/*.md |
| Generate the managed template | node .claude/skills/agent-creator/scripts/main.cjs --action generate --name <agent-name> --description "<summary>" --category <core | domain | specialized | orchestrators> |
| Validate the managed template | node .claude/skills/agent-creator/scripts/main.cjs --action validate --file .claude/agents/<category>/<agent-name>.md |
| Research the role | Follow occupational alignment details and research and skills-gap details |
| Final integration | Follow integration reference |
Before creating any agent file, check whether the target already exists.
test -f .claude/agents/<category>/<agent-name>.md && echo "EXISTS" || echo "NEW"
artifact-updater.Run the duplicate detector before creating a new artifact:
const { checkDuplicate } = require('.claude/lib/creation/duplicate-detector.cjs');
const result = checkDuplicate({
artifactType: 'agent',
name: proposedName,
description: proposedDescription,
keywords: proposedKeywords || [],
});
Handle the outcomes exactly as before:
EXACT_MATCH -> stop and route to agent-updaterREGISTRY_MATCH -> inspect registry drift before creatingSIMILAR_FOUND -> review the candidates and decide whether to create or updateNO_MATCH -> continue to Step 0.5Run checkCompanions("agent", "{agent-name}") from .claude/lib/creators/companion-check.cjs before you continue. Record missing companion artifacts and carry them into post-creation follow-ups.
Search .claude/agents/**/*.md and the surrounding directories before proceeding. If an existing core, specialized, domain, or orchestrator agent already fits, use it instead of creating a duplicate specialist.
Complete the preserved research flow before finalizing the agent contract:
Every new agent still needs a deliberate skill set.
Decide the agent archetype, category, and model before generation.
| Agent Type | Use when | Model |
|---|---|---|
| Worker | Executes tasks directly | sonnet |
| Analyst | Research, review, or evaluation focused | sonnet |
| Specialist | Deep domain expertise | opus |
| Advisor | Strategic guidance or consulting | opus |
Choose the output directory that matches the role: core, specialized, domain, or orchestrators.
Use the contract-first generator and validate the output before any manual refinement:
node .claude/skills/agent-creator/scripts/main.cjs --action generate --name <agent-name> --description "<summary>" --category <core|domain|specialized|orchestrators>
node .claude/skills/agent-creator/scripts/main.cjs --action validate --file .claude/agents/<category>/<agent-name>.md
The preserved template details in research and skills-gap details still define the required skills: array, Step 0 skill loading, lazy-load path usage, hook/workflow tables, response approach, behavioral traits, and examples.
Keep this minimum frontmatter and workflow contract:
---
name: agent-name
description: What the agent does and when to use it
tools: [Read, Write, Edit, Grep, Glob, Bash, WebSearch, WebFetch, TaskUpdate, TaskList, TaskCreate, TaskGet, Skill]
model: sonnet
context_strategy: lazy_load
skills:
- task-management-protocol
- code-semantic-search
context_files:
- @.claude/context/memory/learnings.md
---
And keep the generated body aligned with these sections:
## Enforcement Hooks## Related Workflows## Core Persona## Workflow with ### Step 0: Load Skills (FIRST)## Response Approach## Behavioral Traits## Example Interactions## Task Progress Protocol and ## Memory Protocolscripts/main.cjs and validated with --action validate.@AGENT_ROUTING_TABLE.md and any required routing keywords were updated.node .claude/tools/cli/validate-integration.cjs .claude/agents/<category>/<agent-name>.md passes.node .claude/tools/cli/generate-agent-registry.cjs was run when the agent is new or materially changed..claude/config/agent-config.json was updated when tool defaults are required.npm run gen:all-registries was run for new or re-registered agents.This creator skill must keep new or updated agents aligned with the rest of the creator ecosystem:
skill-creator for reusable capabilities and assignmentstool-creator for executable automation surfaceshook-creator for guardrails and enforcementtemplate-creator for scaffold reuseworkflow-creator for orchestration and phase gatingcommand-creator for operator-facing entry pointsBefore handoff, verify the related ecosystem updates:
validate-integration.cjs passes for the affected agent artifact.For new agent patterns, role designs, orchestration models, or evaluation flows:
skill-creator inline.