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Install in OpenClaw
/install openclaw-task-weight-manager
Description
Use when a user wants OpenClaw to manage several interleaved conversation threads inside one chat, keep a primary mission in focus, classify side topics, ass...
Usage Guidance
This skill appears coherent and low-risk: it classifies threads, keeps a mainline, and optionally writes small template files in your current workspace. Before installing, note that: (1) the included Python script will create task-weight-manager/threads.md and related templates in whatever directory the agent runs in — if you don't want files created, run in an empty or controlled folder or inspect the script first; (2) the references discuss optional cron/heartbeat and external automation that could later require you to supply LLM or service credentials — the skill itself does not request those, but any automation you add will; (3) verify python3 is on PATH if you want to use the bootstrap. If you plan to enable periodic automation or external helpers, review those components and any credentials they need before enabling them.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-task-weight-manager
Version: 1.0.1
The skill bundle is a productivity tool designed to help an AI agent manage multiple conversation threads through a weighting and prioritization system. The Python script `scripts/bootstrap_workspace.py` is a simple utility that initializes the workspace by creating a directory and copying template files using standard libraries (pathlib, shutil), with no network activity or suspicious execution logic. The instructions in `SKILL.md` and the documentation in the `references/` directory focus entirely on organizational logic and state persistence within the local workspace, containing no evidence of prompt injection attacks, data exfiltration, or malicious intent.
Capability Assessment
Purpose & Capability
Name/description (focus/weight manager for interleaved chat threads) match the files and instructions. Requiring python3 is reasonable because a small bootstrap script is included to create workspace templates; no unrelated binaries, env vars, or config paths are requested.
Instruction Scope
SKILL.md stays inside the stated domain: classifying recent turns into threads, maintaining a threads.md board, handling interrupts, and optionally using cron/heartbeat for periodic checks. It does advise periodically re-reading recent turns and saved board files (task-weight-manager/threads.md) — which is expected — and suggests external automation (cron/gateway) that, if implemented by a user, could introduce additional network/credential requirements. The skill itself does not instruct reading unrelated system files or exfiltrating data.
Install Mechanism
No install spec and no remote downloads. The only executable artifact is a small local Python script that copies template files into the current workspace; nothing is fetched from external URLs or written into system locations.
Credentials
The skill declares no required environment variables or credentials. Although integration notes mention calling an LLM or external service for full automation, the skill does not demand keys itself — any such credentials would be supplied later by user-chosen automation and are therefore proportional.
Persistence & Privilege
always:false (no forced always-on). The skill may persist a small human-readable board under task-weight-manager/threads.md if workspace files are allowed; this is proportional to its function and the included bootstrap_script facilitates only template creation in the current workspace.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-task-weight-manager - After installation, invoke the skill by name or use
/openclaw-task-weight-manager - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Add polished English marketplace copy and three release visuals for GitHub and ClawHub.
v1.0.0
Initial public release of the weighted multi-thread focus skill for OpenClaw.
Metadata
Frequently Asked Questions
What is Task Weight Manager?
Use when a user wants OpenClaw to manage several interleaved conversation threads inside one chat, keep a primary mission in focus, classify side topics, ass... It is an AI Agent Skill for Claude Code / OpenClaw, with 285 downloads so far.
How do I install Task Weight Manager?
Run "/install openclaw-task-weight-manager" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Task Weight Manager free?
Yes, Task Weight Manager is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Task Weight Manager support?
Task Weight Manager is cross-platform and runs anywhere OpenClaw / Claude Code is available (macos, linux, windows).
Who created Task Weight Manager?
It is built and maintained by LucasZH7 (@lucaszh7); the current version is v1.0.1.
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