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QClaw
by
ProjectSnowWork
· GitHub ↗
· v1.0.0
· MIT-0
552
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install qclaw
Description
Summarize noisy WeChat group chats into decisions, action items, mentions, risks, and tracked keywords for OpenClaw workflows.
Usage Guidance
QClaw appears internally consistent and low-risk: it only processes chat text you paste and asks for no credentials or installs. Before using, avoid pasting sensitive or legally privileged transcripts (redact personal data), don't use it for verbatim legal/compliance records, and verify anonymization if needed. Note the skill's source/homepage are missing—if provenance matters to you, prefer skills from known maintainers or ask the publisher for more information. If you are uncomfortable with autonomous invocation, disable model-initiated skill use in your agent settings.
Capability Analysis
Type: OpenClaw Skill
Name: qclaw
Version: 1.0.0
The QClaw skill bundle is a legitimate tool designed to summarize WeChat group chats and extract actionable insights. The analysis of SKILL.md, prompts.md, and other files reveals no evidence of malicious intent, data exfiltration, or prompt injection; the instructions are strictly aligned with the stated purpose of chat analysis and signal extraction.
Capability Assessment
Purpose & Capability
The name and description (WeChat group summarization, decisions, action items, keyword tracking) align with the skill's inputs and outputs. It requires only a pasted/exported chat log and optional keywords—no unrelated resources are requested.
Instruction Scope
SKILL.md and prompts restrict the agent to processing provided chat logs, extracting decisions/action items/keyword hits, and producing a structured summary. The instructions do not ask the agent to read system files, environment variables, or contact external endpoints.
Install Mechanism
No install spec and no code files are included (instruction-only). This is the lowest-risk model: nothing gets written to disk and there are no external installers or downloads.
Credentials
The skill declares no required environment variables, credentials, or config paths. There is no apparent need for secrets or external service access, which is proportional to the stated function.
Persistence & Privilege
always is false (normal). disable-model-invocation is false (agent may invoke autonomously), which is the platform default and not a problem by itself; the skill does not request persistent system privileges or modify other skills/configurations.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install qclaw - After installation, invoke the skill by name or use
/qclaw - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
QClaw 1.0.0 – Initial release
- Summarizes noisy WeChat group chats into concise decisions, action items, and mentions.
- Highlights project keywords, clients, deadlines, and tracks mentions that may need user attention.
- Detects and summarizes risks, conflicts, and urgent discussions.
- Supports plain text, JSON, or transcript input formats.
- Designed for use with OpenClaw workflows on group chats only.
Metadata
Frequently Asked Questions
What is QClaw?
Summarize noisy WeChat group chats into decisions, action items, mentions, risks, and tracked keywords for OpenClaw workflows. It is an AI Agent Skill for Claude Code / OpenClaw, with 552 downloads so far.
How do I install QClaw?
Run "/install qclaw" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is QClaw free?
Yes, QClaw is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does QClaw support?
QClaw is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created QClaw?
It is built and maintained by ProjectSnowWork (@projectsnowwork); the current version is v1.0.0.
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