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Strategy Optimizer Agent
by
Ouyang198000
· GitHub ↗
· v1.0.0
· MIT-0
115
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0
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1
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Install in OpenClaw
/install strategy-optimizer-agent
Description
策略优化智能体。当需要优化创作策略、调整发布节奏、分析ROI、沉淀方法论时触发本技能。用于：(1) 评估当前策略有效性 (2) 提出选题/发布/文风优化建议 (3) 计算投入产出比 (4) 沉淀方法论到知识库 (5) 预测市场趋势
Usage Guidance
This skill is internally coherent and appears safe in that it only contains guidance/templates and requests no credentials or installs. Before enabling it: (1) verify the source and provenance (metadata shows unknown homepage/author), (2) supply only non-sensitive, de-identified input data (no secrets or raw logs), (3) treat its recommendations as advisory — require human approval for major changes, and (4) test outputs in a controlled environment to confirm the recommendations match your business context and metrics.
Capability Analysis
Type: OpenClaw Skill
Name: strategy-optimizer-agent
Version: 1.0.0
The skill bundle contains only metadata and high-level functional instructions for a content strategy optimization agent. There is no executable code, no network requests, and no instructions that attempt to exfiltrate data or bypass security controls in SKILL.md or _meta.json.
Capability Assessment
Purpose & Capability
Name and description match the SKILL.md content: the file describes assessing strategy, recommending topic/publishing/style changes, ROI calculation, knowledge-base outputs, and forecasting. There are no unrelated requirements (no env vars, binaries, or installs) that would be disproportionate to the stated purpose.
Instruction Scope
Runtime instructions are high-level, data-driven guidelines and output templates (JSON/markdown). They assume receiving reports from human roles (market/datascience) rather than instructing the agent to read arbitrary system files or credentials. The instructions are structured and do not ask the agent to exfiltrate data or call external endpoints.
Install Mechanism
No install spec and no code files are present — instruction-only skill with no artifacts written to disk. This is the lowest-risk install profile.
Credentials
The skill declares no required environment variables, credentials, or config paths. All recommended inputs are domain data (reports, historical analyses) provided by humans; there is no disproportionate credential or secret access.
Persistence & Privilege
always:false and default autonomous invocation settings are present. Nothing in the skill requests elevated or permanent platform-wide privileges, nor does it modify other skills or system config.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install strategy-optimizer-agent - After installation, invoke the skill by name or use
/strategy-optimizer-agent - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
strategy-optimizer-agent 1.0.0 – Initial release
- Introduces a strategy optimization agent for evaluating, optimizing, and tracking creative and publishing strategies.
- Supports data-driven strategy assessment (effectiveness measurement, ROI calculation, and actionable improvement suggestions).
- Enables topic selection, publication rhythm, and writing style optimization based on multi-factor evaluation.
- Provides structured methods for knowledge base accumulation (best practices, mistakes, and methodology curation).
- Includes forecasting for market trends, type popularity, and platform shifts to guide future planning.
- Establishes workflow and constraints to ensure evidence-based, iterative strategy refinement.
Metadata
Frequently Asked Questions
What is Strategy Optimizer Agent?
策略优化智能体。当需要优化创作策略、调整发布节奏、分析ROI、沉淀方法论时触发本技能。用于：(1) 评估当前策略有效性 (2) 提出选题/发布/文风优化建议 (3) 计算投入产出比 (4) 沉淀方法论到知识库 (5) 预测市场趋势. It is an AI Agent Skill for Claude Code / OpenClaw, with 115 downloads so far.
How do I install Strategy Optimizer Agent?
Run "/install strategy-optimizer-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Strategy Optimizer Agent free?
Yes, Strategy Optimizer Agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Strategy Optimizer Agent support?
Strategy Optimizer Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Strategy Optimizer Agent?
It is built and maintained by Ouyang198000 (@ouyang198000); the current version is v1.0.0.
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