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fish1981bimmer

Skill 编排核心

by fish1981bimmer · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install skill-orchestration-core
Description
Skill 编排核心 - 上下文管理、流程编排、质量保证
Usage Guidance
What to check before installing or running this skill: - Review the full implementation of WorkflowOrchestrator._executeStage (file was truncated in the review). Confirm it does not invoke external network endpoints, execute arbitrary shell commands, or call other skill binaries unexpectedly. - Ensure required Node dependencies (e.g., js-yaml) are installed in a controlled way. The package provides no install spec; avoid running ad-hoc npm installs from untrusted repos. - The scripts read/write files under the project directory and create ~/.hermes/... paths in examples. If you plan to run it, inspect paths referenced in templates and the SKILL.md to avoid accidental reads of sensitive files in your home directory. - The SKILL.md uses a 'hermes-orchestrate' CLI name not present in the bundle; templates show running the scripts via node using an expected install location. Confirm how the skill will be invoked in your environment (wrapper CLI vs direct node execution). - Run the skill in an isolated/test project (not on sensitive repositories) first to verify behavior and to confirm there are no hidden network calls or side effects. Why this is 'suspicious' (not 'malicious'): - The code you can see is coherent with the stated purpose and contains no obvious exfiltration or credential access, but there are operational inconsistencies (missing install/dependency info and a truncated execution path) that create uncertainty about runtime behavior. If the truncated _executeStage is benign, this skill is likely fine; if it invokes shell/network operations, that would raise higher concern.
Capability Analysis
Type: OpenClaw Skill Name: skill-orchestration-core Version: 1.0.0 The skill bundle provides a legitimate framework for managing AI agent workflows, context, and output quality. The included Node.js scripts (scripts/context-manager.js, scripts/workflow-orchestrator.js, and scripts/output-validator.js) perform standard file system operations to maintain state and configuration within a local .orchestration directory. The logic is transparent, well-documented, and lacks any indicators of data exfiltration, malicious execution, or prompt injection.
Capability Assessment
Purpose & Capability
Name/description align with the included files: context-manager, workflow-orchestrator, and output-validator implement context, workflow parsing, and quality checks. No unrelated credentials, binaries, or surprising permissions are requested.
Instruction Scope
SKILL.md and templates instruct the agent and user to read/write project files under the project directory and .orchestration, and to run CLI commands. Templates reference copying from ~/.hermes/... which assumes a particular install path. The instructions are mostly scoped to project files, but they reference a 'hermes-orchestrate' command that is not provided in the bundle (templates also show calling the scripts directly with node). Review is recommended to confirm the actual runtime behavior.
Install Mechanism
No install spec is provided even though the skill includes JS scripts that require dependencies (e.g., 'js-yaml'). There is no guidance to install those NPM packages; lack of dependency/install instructions can cause unexpected failures or lead operators to run ad-hoc installs. The package files themselves are bundled (no external downloads), which lowers supply-chain risk, but missing declared dependency installation is an operational/consistency issue.
Credentials
The skill declares no environment variables, credentials, or unrelated config paths. The code only reads/writes files under the provided project path and .orchestration; that access is proportional to an orchestration tool.
Persistence & Privilege
The skill does not request always:true and does not appear to modify system-wide settings or other skills. It persists state under the project's .orchestration directory and creates checkpoint files there, which is consistent with its purpose.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install skill-orchestration-core
  3. After installation, invoke the skill by name or use /skill-orchestration-core
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
v1.0.0 初始版本 - 上下文管理、流程编排、质量保证三大核心功能
Metadata
Slug skill-orchestration-core
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Skill 编排核心?

Skill 编排核心 - 上下文管理、流程编排、质量保证. It is an AI Agent Skill for Claude Code / OpenClaw, with 57 downloads so far.

How do I install Skill 编排核心?

Run "/install skill-orchestration-core" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Skill 编排核心 free?

Yes, Skill 编排核心 is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Skill 编排核心 support?

Skill 编排核心 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Skill 编排核心?

It is built and maintained by fish1981bimmer (@fish1981bimmer); the current version is v1.0.0.

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