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Agent Skill · 研究检索

tool-creator(工具创造者)

tool-creator 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

tool-creator 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为执行命令;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 41,921。

总安装 1,126周安装 46GitHub Stars 25下载 364核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:tool-creator(工具创造者)
来源仓库:https://github.com/oimiragieo/agent-studio
仓库路径:skills/tool-creator
安装命令:
npx skills add https://github.com/oimiragieo/agent-studio --skill tool-creator
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/oimiragieo/agent-studio --skill tool-creator

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

tool-creator 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。通过 npx skills add 命令从指定 GitHub 仓库安装使用。安装前建议确认权限范围和维护状态,避免触发不必要的联网或文件操作。

可结合原始 README 文档进一步核验具体用法和功能边界。

来源仓库内路径:skills/tool-creator

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/oimiragieo/agent-studio --skill tool-creator;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要执行命令,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

tool-creator 怎么安装?

在终端执行 npx skills add https://github.com/oimiragieo/agent-studio --skill tool-creator。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

tool-creator 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

tool-creator 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 npx skills add https://github.com/oimiragieo/agent-studio --skill tool-creator 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

tool-creator 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

tool-creator 用的人多吗?

公开数据是累计安装 1,126 次,近一周安装 46 次,下载 364 次,GitHub 25 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

tool-creator 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 不能接受 Skill 在你机器上执行命令的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
tool-creator

工具创造者 · 本页

1,12625执行命令未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Tool Creator

Create executable tool files in .claude/tools/<category>/. Tools are organized into categories like cli, analysis, validation, integrations, etc.

Step 0: Check for Existing Tool

Before creating, check if tool already exists:

find .claude/tools/ -name "<tool-name>.*" -type f

If EXISTS → use Read to inspect the current tool file, then Edit to apply changes directly. Run the post-creation integration steps (Step 4) after updating.

If NEW → continue with Step 0.1.

Step 0.1: Smart Duplicate Detection (MANDATORY)

Before proceeding with creation, run the 3-layer duplicate check:

const { checkDuplicate } = require('.claude/lib/creation/duplicate-detector.cjs');
const result = checkDuplicate({
  artifactType: 'tool',
  name: proposedName,
  description: proposedDescription,
  keywords: proposedKeywords || [],
});

Handle results:

  • EXACT_MATCH: Stop creation. Route to tool-updater skill instead: Skill({skill: 'tool-updater'})
  • REGISTRY_MATCH: Warn user — artifact is registered but file may be missing. Investigate before creating. Ask user to confirm.
  • SIMILAR_FOUND: Display candidates with scores. Ask user: "Similar artifact(s) exist. Continue with new creation or update existing?"
  • NO_MATCH: Proceed to next step.

Override: If user explicitly passes --force, skip this check entirely.


Step 0.5: Companion Check

Before proceeding with creation, run the ecosystem companion check:

  1. Use companion-check.cjs from .claude/lib/creators/companion-check.cjs
  2. Call checkCompanions("tool", "{tool-name}") to identify companion artifacts
  3. Review the companion checklist — note which required/recommended companions are missing
  4. Plan to create or verify missing companions after this artifact is complete
  5. Include companion findings in post-creation integration notes

This step is informational (does not block creation) but ensures the full artifact ecosystem is considered.

When to Use

  • Creating reusable command-line utilities
  • Building analysis or validation scripts
  • Implementing framework automation tools
  • Adding workflow integration utilities

Tool File Format

Tools are CommonJS or ESM modules with:

#!/usr/bin/env node
/**
 * Tool Name - Brief description
 *
 * Usage:
 *   node .claude/tools/<category>/<tool-name>.cjs [options]
 *
 * Options:
 *   --help     Show help
 *   --option   Description
 */

const main = async () => {
  // Tool implementation
};

if (require.main === module) {
  main().catch(console.error);
}

module.exports = { main };

Tool Categories

CategoryPurposeExamples
cliCommand-line utilitiesvalidators, formatters
analysisCode analysis toolscomplexity, dependencies
validationValidation scriptsschema, lint
integrationsExternal integration toolsAPI clients, webhooks
maintenanceFramework maintenancecleanup, migration
optimizationPerformance optimizationindexing, caching
runtimeRuntime utilitiesconfig readers, loaders
visualizationDiagram and graph generationmermaid, graphviz
workflowWorkflow automationtask runners, orchestrators
gatesQuality gates and checkscoverage, security
contextContext managementcompression, handoff

Creation Workflow

Step 1: Validate Inputs

// Validate tool name (lowercase, hyphens, no spaces)
const toolName = args.name.toLowerCase().replace(/[^a-z0-9-]/g, '-');

// Validate category exists
const validCategories = [
  'cli',
  'analysis',
  'validation',
  'integrations',
  'maintenance',
  'optimization',
  'runtime',
  'visualization',
  'workflow',
  'gates',
  'context',
];

if (!validCategories.includes(args.category)) {
  throw new Error(`Invalid category. Must be one of: ${validCategories.join(', ')}`);
}

Step 2: Create Tool File

const toolPath = `.claude/tools/${args.category}/${toolName}.cjs`;

// Create tool directory if it doesn't exist
await mkdir(`.claude/tools/${args.category}`, { recursive: true });

// Generate tool content
const content = `#!/usr/bin/env node
/**
 * ${toolName.replace(/-/g, ' ').replace(/\b\w/g, l => l.toUpperCase())} - ${args.description || 'Tool description'}
 *
 * Usage:
 *   node .claude/tools/${args.category}/${toolName}.cjs [options]
 *
 * Options:
 *   --help     Show this help message
 */

${args.implementation}

if (require.main === module) {
  main().catch(console.error);
}

module.exports = { main };
`;

await writeFile(toolPath, content);

// Make executable (Unix-like systems)
if (process.platform !== 'win32') {
  await chmod(toolPath, '755');
}

Step 3: Update Tool Catalog

const catalogPath = '.claude/context/artifacts/catalogs/tool-catalog.md';

// Add entry to catalog under appropriate category
const newEntry = `| ${toolName} | ${args.description} | .claude/tools/${args.category}/${toolName}.cjs | active |`;

// Insert into catalog preserving category structure

Step 4: Run Post-Creation Integration

const {
  runIntegrationChecklist,
  queueCrossCreatorReview,
} = require('.claude/lib/creators/creator-commons.cjs');

await runIntegrationChecklist('tool', toolPath);
await queueCrossCreatorReview('tool', toolPath, {
  artifactName: toolName,
  createdBy: 'tool-creator',
  category: args.category,
});

Post-Creation Integration

After tool creation, run integration checklist:

const {
  runIntegrationChecklist,
  queueCrossCreatorReview,
} = require('.claude/lib/creators/creator-commons.cjs');

// 1. Run integration checklist
const result = await runIntegrationChecklist('tool', '.claude/tools/<category>/<tool-name>.cjs');

// 2. Queue cross-creator review
await queueCrossCreatorReview('tool', '.claude/tools/<category>/<tool-name>.cjs', {
  artifactName: '<tool-name>',
  createdBy: 'tool-creator',
  category: '<category>',
});

// 3. Review impact report
// Check result.mustHave for failures - address before marking complete

Integration verification:

  • Tool added to tool-catalog.md under correct category
  • Tool file is executable (Unix) or runnable (Windows)
  • Tool has help text and usage examples
  • Tool passes basic smoke test

Usage Examples

Create Validation Tool

Skill({
  skill: 'tool-creator',
  args: `--name schema-validator --category validation --implementation "
const validateSchema = async () => {
  console.log('Validating schema...');
};

const main = async () => {
  await validateSchema();
};
"`,
});

Create Analysis Tool

Skill({
  skill: 'tool-creator',
  args: `--name complexity-analyzer --category analysis --implementation "
const analyzeComplexity = async (filePath) => {
  console.log('Analyzing complexity for:', filePath);
};

const main = async () => {
  const [,, filePath] = process.argv;
  await analyzeComplexity(filePath);
};
"`,
});

Related Skills

  • skill-creator - Create skills that invoke tools
  • hook-creator - Create pre/post hooks that wrap tool execution

Iron Laws

  1. Every artifact MUST have a companion schema — Tools without a schema have no contract; consumers cannot validate inputs/outputs. Create a JSON schema in .claude/schemas/ for the tool's CLI interface.
  2. Every artifact MUST be wired to at least one agent — A tool not assigned to any agent is never invoked. Assign the tool to relevant agents via their tools: frontmatter array.
  3. Every artifact MUST be indexed in its catalog — Tools not in tool-catalog.md are invisible to discovery. Add an entry to .claude/context/artifacts/catalogs/tool-catalog.md under the correct category.
  4. Every artifact MUST pass integration validation — Run node.claude/tools/cli/validate-integration.cjs <tool-path> before marking creation complete. A tool that fails validation has broken references.
  5. Every artifact MUST record a memory entry — Write the tool creation pattern, decisions, and any issues to .claude/context/memory/ (learnings.md, decisions.md, issues.md). Without memory, the creation is invisible to future sessions.

Memory Protocol (MANDATORY)

Before starting: Read .claude/context/memory/learnings.md

After completing:

  • New tool pattern → .claude/context/memory/learnings.md
  • Tool creation issue → .claude/context/memory/issues.md
  • Category decision → .claude/context/memory/decisions.md
ASSUME INTERRUPTION: If it's not in memory, it didn't happen.

Cross-Reference: Creator Ecosystem

This skill is part of the Creator Ecosystem. When research uncovers gaps, trigger the appropriate companion creator:

Gap DiscoveredRequired ArtifactCreator to InvokeWhen
Domain knowledge needs a reusable skillskillSkill({skill: 'skill-creator'})Gap is a full skill domain
Existing skill has incomplete coverageskill updateSkill({skill: 'skill-updater'})Close skill exists but incomplete
Capability needs a dedicated agentagentSkill({skill: 'agent-creator'})Agent to own the capability
Existing agent needs capability updateagent updateSkill({skill: 'agent-updater'})Close agent exists but incomplete
Domain needs code/project scaffoldingtemplateSkill({skill: 'template-creator'})Reusable code patterns needed
Behavior needs pre/post execution guardshookSkill({skill: 'hook-creator'})Enforcement behavior required
Process needs multi-phase orchestrationworkflowSkill({skill: 'workflow-creator'})Multi-step coordination needed
Artifact needs structured I/O validationschemaSkill({skill: 'schema-creator'})JSON schema for artifact I/O
User interaction needs a slash commandcommandSkill({skill: 'command-creator'})User-facing shortcut needed
Repeated logic needs a reusable CLI tooltoolSkill({skill: 'tool-creator'})CLI utility needed
Narrow/single-artifact capability onlyinlineDocument within this artifact onlyToo specific to generalize

Ecosystem Alignment Contract (MANDATORY)

This creator skill is part of a coordinated creator ecosystem. Any artifact created here must align with and validate against related creators:

  • agent-creator for ownership and execution paths
  • skill-creator for capability packaging and assignment
  • tool-creator for executable automation surfaces
  • hook-creator for enforcement and guardrails
  • rule-creator and semgrep-rule-creator for policy and static checks
  • template-creator for standardized scaffolds
  • workflow-creator for orchestration and phase gating
  • command-creator for user/operator command UX

Cross-Creator Handshake (Required)

Before completion, verify all relevant handshakes:

  1. Artifact route exists in .claude/CLAUDE.md and related routing docs.
  2. Discovery/registry entries are updated (catalog/index/registry as applicable).
  3. Companion artifacts are created or explicitly waived with reason.
  4. validate-integration.cjs passes for the created artifact.
  5. Skill index is regenerated when skill metadata changes.

Research Gate (Exa + arXiv — BOTH MANDATORY)

For new patterns, templates, or workflows, research is mandatory:

  1. Use Exa for implementation and ecosystem patterns:

- mcp__Exa__web_search_exa({query: '<topic> 2025 best practices'}) - mcp__Exa__get_code_context_exa({query: '<topic> implementation examples'})

  1. Search arXiv for academic research (mandatory for AI/ML, agents, evaluation, orchestration, memory/RAG, security):

- Via Exa: mcp__Exa__web_search_exa({query: 'site:arxiv.org <topic> 2024 2025'}) - Direct API: WebFetch({url: 'https://arxiv.org/search/?query=<topic>&searchtype=all&start=0'})

  1. Record decisions, constraints, and non-goals in artifact references/docs.
  2. Keep updates minimal and avoid overengineering.

arXiv is mandatory (not fallback) when topic involves: AI agents, LLM evaluation, orchestration, memory/RAG, security, static analysis, or any emerging methodology.

Regression-Safe Delivery

  • Follow strict RED -> GREEN -> REFACTOR for behavior changes.
  • Run targeted tests for changed modules.
  • Run lint/format on changed files.
  • Keep commits scoped by concern (logic/docs/generated artifacts).

Optional: Evaluation Quality Gate

Run the shared evaluation framework to verify tool quality:

node .claude/skills/skill-creator/scripts/eval-runner.cjs --skill tool-creator

Grader assertions for tool artifacts:

  • --help response: Tool responds to --help (or -h) with a usage summary including required/optional arguments and at least one example invocation
  • shell: false for child processes: Any child_process.spawn or execFile call uses shell: false with array arguments (never shell: true per SE-security rules)
  • Graceful missing input handling: Tool exits with a non-zero code and a human-readable error message when required arguments are absent; no unhandled exceptions or crash dumps
  • Catalog entry present: Tool is registered in .claude/context/artifacts/catalogs/tool-catalog.md with category, description, and wiring status
  • Timeout safety: Long-running operations have explicit timeouts; no infinite loops on missing input

See .claude/skills/skill-creator/EVAL_WORKFLOW.md for full evaluation protocol and grader/analyzer agent usage.

平台分布

Codex

35.49%
按下载量换算129

Claude

28.76%
按下载量换算105

Cursor

17.61%
按下载量换算64

Gemini CLI

9.17%
按下载量换算33

安全审计

Gen Agent Trust Hub

通过

Socket

可疑

Snyk

可疑

权限和风险

执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/oimiragieo/agent-studio --skill tool-creator 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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