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Technical Business Strategy Analysis
by
vincentlau2046-sudo
· GitHub ↗
· v1.0.0
· MIT-0
167
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Install in OpenClaw
/install technical-business-strategy-analysis
Description
专业级商业战略分析：从市场规模估算到可执行洞察的完整工作流。支持 TAM/SAM/SOM、竞品矩阵、SWOT+、Porter 五力、商业模式画布等专业框架。
Usage Guidance
This skill generally does what it claims (market & strategy analysis), but there are several mismatches you should address before installing or running it:
- The skill expects a Tavily API key in ~/.openclaw/.env (TAVILY_API_KEY) and will read it, but the registry metadata does not declare any required env vars—confirm where to store credentials and how they are protected.
- tavily-config.sh and SKILL.md create config files under ~/.config and output under ~/.openclaw/workspace. If you do not want persistent files in your home directory, run the skill in a sandbox or review/modify the paths.
- SKILL.md contains hard-coded absolute paths (/home/Vincent/...) which may not match your environment—ask the author to replace these with $HOME or relative paths.
- Review the Tavily service: verify it is trustworthy and whether it logs or exfiltrates queries. Avoid placing secrets in plain ~/.openclaw/.env if possible; prefer a secure secret store.
- If you plan to use paid/third-party data sources (Crunchbase, IBISWorld, etc.), check whether additional API keys are needed and whether those credentials will be read or stored by the skill.
If you cannot confirm these points with the author, run the skill in an isolated environment first and inspect the files it writes.
Capability Assessment
Purpose & Capability
The stated purpose (business/market strategy analysis using TAM/SAM/SOM, SWOT, Porter, etc.) aligns with the SKILL.md contents and included framework/templates. The required capabilities (web data collection, quantitative analysis, report generation) are consistent with the skill's goals. However, the skill expects use of a 'Tavily' search API and a local API key stored in ~/.openclaw/.env even though no required environment variables or config paths are declared in the registry metadata — that mismatch is noteworthy.
Instruction Scope
SKILL.md instructs the agent to create directories and write many files under the user's home workspace (~/.openclaw/workspace/...) and to read a local file (~/.openclaw/.env) for the Tavily API key. It also contains shell fragments that use an absolute path (/home/Vincent/.openclaw/workspace/) which may not match the actual user and could cause unexpected behavior. The skill calls external data sources and another skill (ppt-generator) — those calls are expected for this purpose, but the implicit file I/O and hard-coded paths expand the scope beyond pure analysis and are not reflected in declared requirements.
Install Mechanism
No install spec is provided (instruction-only), and the only executable file included is a small bash configuration script. This is lower risk than arbitrary binary downloads. There are no external installers, package downloads, or extract operations in the manifest.
Credentials
Registry metadata lists no required env vars, but both README.md and tavily-config.sh (and SKILL.md) expect a Tavily API key stored at ~/.openclaw/.env (TAVILY_API_KEY). The skill thus implicitly requires credentials and reads a local env file, which is not declared. Other external data sources (e.g., Crunchbase) may require separate credentials but are not mentioned as required. Requiring an API key stored in a plaintext env file without declaring it is an incoherence and a potential secret-management concern.
Persistence & Privilege
The skill writes configuration (~/.config/business-strategy-analysis/tavily_domains.json) and saves analysis outputs under ~/.openclaw/workspace/, which grants it persisted presence in the user's home. 'always' is false, and the skill does not request elevated system privileges or modify other skills. Persisting files in user config/workspace is reasonable for this use case, but the hard-coded /home/Vincent paths and undeclared config writes should be clarified.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install technical-business-strategy-analysis - After installation, invoke the skill by name or use
/technical-business-strategy-analysis - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Business Strategy Analysis v1.0.0 – 专业级战略分析完整工作流发布
- 提供端到端商业战略分析：覆盖市场规模估算（TAM/SAM/SOM）、竞品矩阵、SWOT+、Porter五力、商业模式画布等主流分析框架。
- 支持多行业专业化模板（AI Infra、SaaS、AI Agent、消费品、AI软件），细化分析维度与核心指标，自动匹配行业模板。
- 实现严格量化分析（含置信区间、具体数值、可靠性评分等），所有主要输出含可视化和数据溯源。
- 自动化数据提取和输出目录管理，支持结构化报告、原始数据、可视化演示文稿一键生成。
- 内置权威数据源白名单与针对性提取策略，提高数据质量与分析准确度。
- 丰富的错误处理和降级策略，确保在数据或API异常时保持可靠输出。
Metadata
Frequently Asked Questions
What is Technical Business Strategy Analysis?
专业级商业战略分析：从市场规模估算到可执行洞察的完整工作流。支持 TAM/SAM/SOM、竞品矩阵、SWOT+、Porter 五力、商业模式画布等专业框架。 It is an AI Agent Skill for Claude Code / OpenClaw, with 167 downloads so far.
How do I install Technical Business Strategy Analysis?
Run "/install technical-business-strategy-analysis" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Technical Business Strategy Analysis free?
Yes, Technical Business Strategy Analysis is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Technical Business Strategy Analysis support?
Technical Business Strategy Analysis is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Technical Business Strategy Analysis?
It is built and maintained by vincentlau2046-sudo (@vincentlau2046-sudo); the current version is v1.0.0.
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