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Install in OpenClaw
/install skills-orchestrator
Description
Orchestrate growth loops across the skill portfolio by connecting usage, feedback, improvement, and adoption into self-reinforcing cycles. Use when designing...
Usage Guidance
What to consider before installing or running this skill:
- Functionality: The files and scripts implement growth-loop design/analysis and generate simulated metrics; that matches the skill description.
- Operational dependencies: The scripts use utilities not declared in the metadata (shuf, bc, and optionally jq). Ensure these are available or modify the scripts before running.
- Disk writes & execution: Scripts create files under the skill's data/ folder. test.sh will mark scripts executable and run them; run tests in a sandbox or review/modify test.sh first if you don't want files created or permissions changed.
- Privacy/publishing recommendation: The 'content' design templates recommend making outputs public by default. That is a policy choice and could leak user-generated content if you plug in real data. By default the tool simulates data, but do NOT run these scripts on real user data unless you control where outputs are published and have consent.
- No credentials requested: The skill does not request keys or system credentials — good. Still inspect any real data you feed into it since the scripts will write and (per templates) may suggest public sharing.
- Best practice: Review the scripts locally, run test.sh only in an isolated environment, or remove/adjust the public-by-default lines before using with real user data. If you want to use live analytics, prefer to sanitize or supply only aggregated/simulated inputs.
Confidence note: Medium — the package is straightforward and mostly coherent, but the undeclared CLI dependencies and the public-by-default recommendation introduce practical and privacy concerns that prevented a 'benign' rating.
Capability Analysis
Type: OpenClaw Skill
Name: skills-orchestrator
Version: 1.0.1
The skills-orchestrator bundle is a template-based tool for designing and simulating growth strategies. The included shell scripts (design-loop.sh, analyze-loops.sh, track-metrics.sh) are simple generators that produce markdown reports and JSON metrics using hardcoded templates and random number generation (shuf). There is no evidence of network activity, sensitive data access, or malicious prompt injection; the skill explicitly states it uses simulated data for prototyping purposes.
Capability Assessment
Purpose & Capability
Name/description match the included scripts and data: the repo provides design, analysis, and metrics-simulation scripts and markdown/templates that implement growth-loop orchestration. This is coherent with the stated purpose. However the skill metadata declares no required binaries while the scripts rely on several command-line utilities (shuf, bc, jq optionally), which is an operational mismatch worth noting.
Instruction Scope
SKILL.md repeatedly emphasizes simulated outputs and says it does not ingest live user analytics unless you provide data, which is good. But some design templates (content loop) recommend 'Default: Public (opt-out)' for outputs — an instruction that has privacy and data-publishing implications if followed. The scripts themselves write files under the skill's data directory and test.sh will make scripts executable and run them; none of the scripts read system secrets or network endpoints, but the public-by-default recommendation is scope-creep relative to the earlier privacy note and should be considered before using on real user data.
Install Mechanism
There is no install spec (instruction-only), so nothing is downloaded or installed automatically — lowest installation risk. But the package includes executable scripts that will be written to disk when the skill is installed, and test.sh will change script permissions if run. That disk-write/execution behavior is expected for an instruction+script bundle but worth noting.
Credentials
The skill declares no required env vars or credentials (appropriate for a design/simulation tool). It does accept an optional GROWTH_DATA_DIR env var to control where data is stored. However, the scripts depend on command-line utilities (shuf, bc, jq) that are not declared in the metadata — an omission that can cause runtime surprises. No secrets/credentials are requested or used.
Persistence & Privilege
always is false and the skill does not request permanent platform-level privileges. The scripts write reports under the skill's data directory and may change script executability when you run test.sh, but they do not modify other skills or system config. Autonomous invocation is allowed by default (normal) but not combined with broad access here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skills-orchestrator - After installation, invoke the skill by name or use
/skills-orchestrator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Fix SKILL.md: remove non-existent scripts, clarify simulated data only
v1.0.0
Rename from growth-loop-orchestrator to skills-orchestrator.
Metadata
Frequently Asked Questions
What is Skills Orchestrator?
Orchestrate growth loops across the skill portfolio by connecting usage, feedback, improvement, and adoption into self-reinforcing cycles. Use when designing... It is an AI Agent Skill for Claude Code / OpenClaw, with 303 downloads so far.
How do I install Skills Orchestrator?
Run "/install skills-orchestrator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skills Orchestrator free?
Yes, Skills Orchestrator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skills Orchestrator support?
Skills Orchestrator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Skills Orchestrator?
It is built and maintained by haidong (@harrylabsj); the current version is v1.0.1.
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