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research Decision
by
Deqiang Qiao
· GitHub ↗
· v1.0.0
· MIT-0
306
Downloads
1
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1
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1
Versions
Install in OpenClaw
/install research-decision
Description
对复杂问题进行联网调研，并基于高质量信源输出判断、建议、排查方向或下一步动作。适用于技术选型、方案对比、版本升级、兼容性判断、架构取舍、社区口碑调研、已知问题排查、疑难 bug 冲突分析，以及其他需要上网查证、多方比较、最后给出建议或方向的问题。优先进行中英文双语检索，重视官方文档、官方博客、GitHub iss...
Usage Guidance
This is an instruction-only research/triage skill that will make web queries and, when relevant, run lightweight local checks (version/dependency commands) to validate findings. It does not ask for credentials or install software. Before enabling: decide whether you are comfortable with the agent reading your local development environment (package lists, tool versions) and browsing the web; avoid entering secrets into prompts; review any links/results the agent returns before acting on them. If you need to prevent local commands, restrict the agent's execution rights or instruct it not to run commands.
Capability Analysis
Type: OpenClaw Skill
Name: research-decision
Version: 1.0.0
The `research-decision` skill bundle is designed to assist with technical research and troubleshooting by querying online sources and verifying the local environment. A specific instruction in `SKILL.md` directs the AI agent to autonomously execute shell commands (e.g., `npm list`, `pip list`, `--version`) to verify dependencies and environment states. While these actions are plausibly needed for the stated purpose of technical decision-making, the instruction to perform autonomous system-level checks constitutes a high-risk capability that warrants a suspicious classification under the provided security criteria.
Capability Assessment
Purpose & Capability
Name/description (internet research, decision-making, triage) match the SKILL.md instructions (bilingual searches, official docs, GitHub issues, cross-validation, produce sources). It sensibly suggests lightweight local checks (e.g., --version, npm list) which are relevant to version/compatibility tasks.
Instruction Scope
Instructions direct the agent to perform web searches and to run quick local verification commands (version/dependency checks) when relevant; this is within scope for troubleshooting/decision tasks. Note: the SKILL.md gives broad discretion on what to check and instructs the agent to 'run commands' — this could result in reading local package metadata or running CLI tools, so users should expect local environment access during execution.
Install Mechanism
No install spec and no code files — instruction-only skill. Low risk: nothing is written to disk or downloaded by the skill itself.
Credentials
The skill declares no required environment variables, credentials, or config paths. The local checks it suggests (e.g., --version, npm list, pip list) are proportional to its troubleshooting purpose and do not require additional secrets or external credentials.
Persistence & Privilege
always is false and it does not request persistent presence or modify other skills. Agent autonomous invocation is allowed by default (normal) but not elevated by the skill.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install research-decision - After installation, invoke the skill by name or use
/research-decision - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the "research-decision" skill.
- Provides expert web research and evidence-based judgment for complex technical decisions, troubleshooting, and comparisons.
- Prioritizes bi-lingual (Chinese & English) searches, with rigorous source management and cross-verification.
- Emphasizes official documentation, GitHub issues/discussions, and clear citation of all key conclusions.
- Outputs actionable recommendations, highlighting risks, known issues, and appropriate next steps.
- Includes guiding principles and workflow for structured, reliable, and user-focused research reporting.
Metadata
Frequently Asked Questions
What is research Decision?
对复杂问题进行联网调研，并基于高质量信源输出判断、建议、排查方向或下一步动作。适用于技术选型、方案对比、版本升级、兼容性判断、架构取舍、社区口碑调研、已知问题排查、疑难 bug 冲突分析，以及其他需要上网查证、多方比较、最后给出建议或方向的问题。优先进行中英文双语检索，重视官方文档、官方博客、GitHub iss... It is an AI Agent Skill for Claude Code / OpenClaw, with 306 downloads so far.
How do I install research Decision?
Run "/install research-decision" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is research Decision free?
Yes, research Decision is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does research Decision support?
research Decision is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created research Decision?
It is built and maintained by Deqiang Qiao (@krishnna2725); the current version is v1.0.0.
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