orchestrate
感知当前环境全部可用能力（skills/agents/plugins/MCP/commands），并根据任务自动选择最优执行路径。收到复杂或模糊任务时自动使用。
Skill by DZMing
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/dzming-orchestrate
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: agent-building
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/orchestrate
Tools it pre-approves 5
From allowed-tools in SKILL.md: the agent may use these without asking you each time.
ReadGrepGlobBashAgent
What's inside
- Skill name
orchestrate- Description
- 感知当前环境全部可用能力（skills/agents/plugins/MCP/commands），并根据任务自动选择最优执行路径。收到复杂或模糊任务时自动使用。
- License
- MIT
- Allowed tools
- Read, Grep, Glob, Bash, Agent
- Instructions
- 21 lines in SKILL.md · view on GitHub
Before installing
- Pre-approves any shell command
Files (1)
- SKILL.md
SKILL.md (first lines)
## 当前环境能力快照
!`node "${CLAUDE_SKILL_DIR}/../../scripts/scan-environment.cjs"`
<!-- Codex: 如果上方命令未自动执行，请用 Bash 运行: node ~/.codex/plugins/cache/capability-orchestrator/scripts/scan-environment.cjs -->
---
## 路由策略
收到任务后，按以下优先级决定执行路径：
1. **任务简单且明确** → 直接执行，不调用任何 skill/agent，直接做是最短路径
2. **任务匹配某个 skill 的 description** → 优先使用该 skill（通过 `/skill-name` 或让 Claude 自动调用）
3. **任务需要专业化或隔离执行** → 委派给 description 最匹配的 subagent（`@agent-name`）
4. **任务涉及外部服务且有对应 MCP server** → 通过对应的 MCP 工具调用，不重复造轮子
5. **以上都不匹配** → 用自身能力直接完成，不强行路由
**核心原则：不要为了"使用能力"而使用能力。没有能力比直接做更快时，直接做。**From DZMing/capability-orchestrator, MIT.
More from DZMing/capability-orchestrator
- 0.491score
stats
DZMing
展示匿名路由统计摘要：匹配率、prompt 类型、no-match、确认闸门、低置信度候选和热门目标。用于诊断路由健康度。
SkillCFreshness: C★ 1Claude Code +9 - 0.488score
debug-route
DZMing
解释一条用户消息为什么会命中某个 skill/command/MCP，或为什么被放行。用于排查误路由和回归测试。
SkillCFreshness: C★ 1Claude Code +9 - 0.486score
capabilities
DZMing
输出当前环境的全部可用能力摘要（skills/agents/plugins/MCP/commands）。不做路由判断，只展示。安装/升级插件后可用此命令查看最新状态。
SkillCFreshness: C★ 1Claude Code +9 - 0.483score
refresh
DZMing
强制重新扫描环境能力并报告变化。在安装、卸载或更新插件后使用，用于确认新能力已就绪。
SkillCFreshness: C★ 1Claude Code +9 - 0.455score
user-skill
DZMing
A user-level skill
SkillCFreshness: C★ 1Claude Code +9 - 0.455score
valid-skill
DZMing
A valid test skill
SkillCFreshness: C★ 1Claude Code +9 - 0.454score
gamma-skill
DZMing
A skill in a three-level plugin
SkillCFreshness: C★ 1Claude Code +9 - 0.454score
valid-skill
DZMing
Duplicate of project-level skill, should be deduped
SkillCFreshness: C★ 1Claude Code +9 - 0.271score
hidden
DZMing
Should be filtered out
SkillCFreshness: C★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 1
- Open issues
- 1
- Last commit (this folder)
- Apr 20, 2026 (6 months ago)
- Last release
- Jun 10, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from DZMing
- 0.491score
stats
DZMing
展示匿名路由统计摘要：匹配率、prompt 类型、no-match、确认闸门、低置信度候选和热门目标。用于诊断路由健康度。
SkillCFreshness: C★ 1Claude Code +9 - 0.488score
debug-route
DZMing
解释一条用户消息为什么会命中某个 skill/command/MCP，或为什么被放行。用于排查误路由和回归测试。
SkillCFreshness: C★ 1Claude Code +9 - 0.486score
capabilities
DZMing
输出当前环境的全部可用能力摘要（skills/agents/plugins/MCP/commands）。不做路由判断，只展示。安装/升级插件后可用此命令查看最新状态。
SkillCFreshness: C★ 1Claude Code +9 - 0.483score
refresh
DZMing
强制重新扫描环境能力并报告变化。在安装、卸载或更新插件后使用，用于确认新能力已就绪。
SkillCFreshness: C★ 1Claude Code +9 - 0.455score
user-skill
DZMing
A user-level skill
SkillCFreshness: C★ 1Claude Code +9 - 0.455score
valid-skill
DZMing
A valid test skill
SkillCFreshness: C★ 1Claude Code +9
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Cite this page
orchestrate skill. Agent Mart. https://agentmart.dev/skills/dzming-orchestrate (last updated 2026-10-24)