← Back to Skills Marketplace
271
Downloads
0
Stars
0
Active Installs
2
Versions
Install in OpenClaw
/install skill-taxonomy-router-pro
Description
Route user tasks to the most relevant skills using a layered taxonomy, risk model, and minimum-necessary-loading strategy. Use when deciding which skill to l...
Usage Guidance
This skill is largely coherent with its stated router/classifier purpose, but it bundles many executable scripts that can download other skills, alter local indexes, and delete directories. Before installing or executing anything from this package: 1) Inspect the scripts (intake_skill.py, cleanup_download_inbox.py, detect_skill_overlap.py, etc.) and search for absolute paths and subprocess invocations. 2) Do not run these scripts as-is on a production machine — they assume developer paths (/home/parallels/...) and may perform destructive actions. 3) If you need the automation, adapt paths and add safeguards (dry-run flags, explicit confirmation prompts, sandboxed workdir) and run inside an isolated environment or VM. 4) Verify what 'clawhub install' will fetch (source/trust) before using intake_skill.py. 5) Prefer using the SKILL.md policy and manual classification steps for initial use; only run automated scripts after you understand and harden them. If you want, I can list the exact lines that invoke downloads, deletions, and absolute paths so you can review them quickly.
Capability Analysis
Type: OpenClaw Skill
Name: skill-taxonomy-router-pro
Version: 1.1.0
The skill bundle is a governance and organization tool designed to classify, route, and assess the risk of other skills within the OpenClaw ecosystem. It implements a structured taxonomy (A–Z domains) and a risk model (R0–R4) to ensure the agent uses the 'minimum necessary' capabilities for a task. While the bundle includes scripts that perform file system operations (e.g., `shutil.rmtree` in `cleanup_download_inbox.py` and `subprocess.run` for `clawhub install` in `intake_skill.py`), these are strictly scoped to a designated 'inbox' directory and are transparently documented as part of the maintenance workflow. The instructions in `SKILL.md` explicitly mandate user approval for risky operations and prioritize low-risk paths, demonstrating a security-conscious design without evidence of malicious intent or data exfiltration.
Capability Assessment
Purpose & Capability
Name, description, SKILL.md policy, and the included classification/routing references are coherent: this is a skill-router that classifies and selects other skills and therefore will need to reason about installs, overlap, and risk. However the registry metadata says 'instruction-only' / no install spec while the package ships numerous actionable scripts that perform downloads, file-system modification, and index updates. That mismatch (policy-only public package vs included automation scripts) is unexpected and worth attention.
Instruction Scope
SKILL.md contains governance guidance and explicitly warns to require user approval for risky ops, which is good. But multiple bundled scripts (intake_skill.py, cleanup_download_inbox.py, check_download_overlap.py, apply_overlap_fusion.py, detect_skill_overlap.py, etc.) perform host operations: invoking an external 'clawhub install' via subprocess, reading and writing workspace/index files, and deleting a desktop inbox directory via shutil.rmtree. Those scripts reference absolute host paths (e.g., /home/parallels/.openclaw/workspace, /home/parallels/Desktop/skills-inbox). If an agent or user runs these scripts without inspection or in a different environment they could download code, mutate the workspace, or delete directories. The SKILL.md's advice to 'use scripts for heavy governance data' could lead an agent to run them — this is scope creep beyond mere classification text.
Install Mechanism
No install spec is declared (lowest install risk), but the included scripts call external tooling (clawhub) to download other skills into a local inbox/workspace. The skill itself does not install artifacts at package-install time, but it bundles code that will perform installs/downloads when executed. That operational capability is proportionate to a skill-router, but the lack of documented or sandboxed install behavior and the use of absolute paths increases risk.
Credentials
The skill declares no required environment variables, credentials, or config paths. That is appropriate for a routing/policy skill. The bundled scripts do, however, assume file-system layout and the presence of the 'clawhub' CLI; they do not require secrets. There are no demands for unrelated cloud credentials in metadata.
Persistence & Privilege
The skill does not request always:true and is user-invocable (normal). It does include scripts that update local indexes, write usage/routing logs, and move or delete inbox folders: these actions modify the agent's workspace and other skill files if executed. While such behavior can be legitimate for a governance tool, it grants practical privilege to mutate the skills workspace — so operators should treat execution as privileged and not run automatically.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skill-taxonomy-router-pro - After installation, invoke the skill by name or use
/skill-taxonomy-router-pro - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
Improve query-first routing, add compact pool summarization, and further reduce unnecessary full-router invocation while preserving pro governance tooling.
v1.0.0
Initial pro release with full local governance automation, overlap detection, backlog prioritization, intake automation, and the same hard safety boundaries as the standard edition.
Metadata
Frequently Asked Questions
What is Skill Taxonomy Router Pro?
Route user tasks to the most relevant skills using a layered taxonomy, risk model, and minimum-necessary-loading strategy. Use when deciding which skill to l... It is an AI Agent Skill for Claude Code / OpenClaw, with 271 downloads so far.
How do I install Skill Taxonomy Router Pro?
Run "/install skill-taxonomy-router-pro" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skill Taxonomy Router Pro free?
Yes, Skill Taxonomy Router Pro is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skill Taxonomy Router Pro support?
Skill Taxonomy Router Pro is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Skill Taxonomy Router Pro?
It is built and maintained by Stairer (@wzk332266); the current version is v1.1.0.
More Skills