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技能编排器
by
Windymonkeys
· GitHub ↗
· v2.0.2
· MIT-0
122
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0
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1
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4
Versions
Install in OpenClaw
/install skill-orchestrator
Description
Multi-skill orchestrator: decompose complex asks, discover skills, plan parallel/serial steps, checkpoints, merge outputs; optional JSON bundle for hosts. Us...
Usage Guidance
This skill appears to do what it says: it discovers local Skills (from the listed folders or SKILL_PATH), plans and coordinates them, and merges outputs. Before enabling it: 1) Ensure SKILL_PATH and the local skill folders only contain Skills you trust, because this orchestrator will read SKILL.md files and invoke those Skills. 2) Be cautious about using phrases like "directly execute" or enabling bypassPermissions — that will skip checkpoints and can lead to risky actions if downstream Skills perform deployments or external calls. 3) Confirm your agent's network/OS/tooling permissions — this instruction-only Skill relies on the host agent to actually call ClawHub, invoke sub-agents, or run tools; those capabilities determine real risk. 4) If you need higher assurance, inspect a few discovered SKILL.md files (especially any that claim to perform deployments or external API calls) and confirm they don't request unrelated credentials. If the skill had requested unrelated env vars, network endpoints, or included an installer download, the assessment would change.
Capability Assessment
Purpose & Capability
Name/description match the declared behavior: discovering Skills from local folders and SKILL_PATH, ranking candidates, building a plan graph, launching sub-tasks, merging results, and optionally emitting a JSON bundle. The declared config paths (~/.workbuddy/skills, .workbuddy/memory, ~/.claw/skills, project .workbuddy/skills) and SKILL_PATH env var are directly needed for skill discovery and are appropriate.
Instruction Scope
All runtime instructions in SKILL.md are focused on orchestration: parsing user intent, scanning SKILL.md frontmatter in the listed directories, optional ClawHub queries when local results < 2, composing task graphs, launching sub-agents, producing checkpoints, merging results, and optionally writing limited metadata to .workbuddy/memory. Note: there is an explicit 'bypassPermissions' mode triggered if the user says 'directly execute' which will skip confirmations — this is a functional choice but increases risk if used without care.
Install Mechanism
Instruction-only skill (no install script, no downloads, no code files executed). Lowest-risk install footprint — nothing will be written or fetched by an installer. The skill relies on host agent capabilities (file read, network) to operate as described.
Credentials
Only SKILL_PATH env var and well-scoped config paths are required. No API keys, tokens, or other secrets are requested. The declared memory write behavior is limited to session metadata and summaries (explicitly excludes keys/sensitive content).
Persistence & Privilege
always:false (no forced global inclusion). The skill may write small records to .workbuddy/memory (session_id, brief summary), which is declared. The main privilege to watch is the 'bypassPermissions' execution mode that can skip checkpoints when the user explicitly requests direct execution; combined with the agent's own tool access this could enable higher-risk actions without interactive confirmation.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skill-orchestrator - After installation, invoke the skill by name or use
/skill-orchestrator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.2
## skill-orchestrator v2.0.3
- Added references/machine-contract.md documenting optional machine-readable JSON outputs (`plan`/`events`/`merge`).
- Updated documentation to clarify and recommend – but not require – JSON report bundles for host/script integration.
- Expanded frontmatter with a `metadata.openclaw.requires` field listing possible config/env dependencies (e.g., `SKILL_PATH`, skills directories).
- Rewrote and reorganized markdown for improved clarity, cross-referencing new and existing reference docs.
- Documented that all file access (skills, memory) is optional—fallback to built-in skill matrix always applies if missing.
- No logic or API changes; this update is documentation- and protocol-focused.
v2.0.1
Initial publish (2.0.1): multi-skill orchestration playbook—intent parsing, skill discovery/scoring, parallel/serial plan templates, optional checkpoints, execution-style progress, result merge & conflict handling, safety/bypassPermissions rules, built-in fallbacks, and references (registry, engine, tracker, merger, human-in-the-loop). OpenClaw metadata (emoji, homepage). No runtime binaries required.
v2.0.0
技能编排器 v2.0 重大升级：
- 全新分步流程文档，详细覆盖意图解析、Skill发现、编排计划、执行追踪、结果整合等全环节。
- 新增执行模式、并联-串联调度、冲突检测与自动裁决、多Skill协作下的进度可视化。
- 增加 Checkpoint 用户确认节点，高风险操作支持暂停与计划编辑。
- 引入模拟/兜底Skill机制，确保在Skill不可用时仍可输出方案。
- 文档结构全面优化，覆盖更多典型场景，输出格式和边界限制更加清晰。
v1.0.0
- Initial release of Skill Orchestrator (技能编排器) version 1.0.
- Enables automatic parsing, decomposition, and orchestration of multiple expert Skills to fulfill complex user requests.
- Features an expert matrix across business, tech, content creation, legal, career, and emotional support fields.
- Implements intelligent task parsing, expert Skill matching, task orchestration, and integrated result delivery.
- Built-in priority and fallback strategies for efficient, reliable Skill scheduling.
- Includes safeguards for sensitive or high-risk scenarios, with clear boundaries and fallback suggestions.
Metadata
Frequently Asked Questions
What is 技能编排器?
Multi-skill orchestrator: decompose complex asks, discover skills, plan parallel/serial steps, checkpoints, merge outputs; optional JSON bundle for hosts. Us... It is an AI Agent Skill for Claude Code / OpenClaw, with 122 downloads so far.
How do I install 技能编排器?
Run "/install skill-orchestrator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 技能编排器 free?
Yes, 技能编排器 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 技能编排器 support?
技能编排器 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 技能编排器?
It is built and maintained by Windymonkeys (@windymonkeys); the current version is v2.0.2.
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