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Install in OpenClaw
/install style-fingerprint
Description
Analyze and save Chinese writing style fingerprints. Extracts syntax patterns, lexical preferences, rhetorical features from text. Saves fingerprints to ./fi...
Usage Guidance
This skill appears to do what it says: local analysis and saving of Chinese writing fingerprints. Before installing, note that (1) it will create and write JSON files to ./fingerprints/ inside the skill directory and stores up to 500 characters of source text in the saved files — avoid analyzing sensitive secrets if you don't want them persisted, (2) the code shown is pure Python and contains no obvious network calls, but the file listing was truncated: if you need higher assurance, inspect the remainder of style_fingerprint.py to confirm there are no hidden network operations or calls that read other system paths, and (3) the heuristic regexes are simplistic and have some coding rough edges (not a security issue but affects accuracy). If you plan to analyze sensitive documents, run the script in an isolated environment or review/modify the save behavior first.
Capability Analysis
Type: OpenClaw Skill
Name: style-fingerprint
Version: 1.0.0
The skill is a legitimate Chinese text analysis tool that extracts writing style patterns using regex and character-level processing. It performs local file I/O within a dedicated './fingerprints/' directory and lacks any network connectivity, obfuscation, or suspicious execution patterns in style_fingerprint.py or SKILL.md.
Capability Assessment
Purpose & Capability
Name/description (Chinese writing style fingerprinting) matches the included Python implementation and requested runtime dependency (python3). No unrelated credentials, binaries, or external services are declared or required.
Instruction Scope
SKILL.md and the CLI commands (analyze, list, show, delete, export) align with the code's behavior. The only file I/O described is reading a provided input file or text and writing JSON fingerprints to ./fingerprints/. The skill does not instruct the agent to read arbitrary system files or environment variables beyond what the user supplies.
Install Mechanism
No install spec is present (instruction-only with an included Python script). This is low-risk compared to remote downloads or package installations.
Credentials
No environment variables, credentials, or external service tokens are requested. The skill is self-contained and uses only local filesystem access under its directory.
Persistence & Privilege
The skill creates and writes to a ./fingerprints/ directory inside the skill folder and persists JSON files including a source text sample (up to 500 characters). It does not request platform-wide privileges or 'always: true'. Persisted samples could contain sensitive text if you analyze such content.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install style-fingerprint - After installation, invoke the skill by name or use
/style-fingerprint - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of style-fingerprint.
- Analyze and save Chinese writing style fingerprints with no external dependencies (pure Python).
- Extract syntax patterns, lexical preferences, and rhetorical features from text or files.
- Save fingerprints as JSON files in ./fingerprints/ for later use.
- Includes commands to analyze, list, show, delete, and export writing style fingerprints.
- Export compact style guides for use with writing agents.
Metadata
Frequently Asked Questions
What is style-fingerprint?
Analyze and save Chinese writing style fingerprints. Extracts syntax patterns, lexical preferences, rhetorical features from text. Saves fingerprints to ./fi... It is an AI Agent Skill for Claude Code / OpenClaw, with 190 downloads so far.
How do I install style-fingerprint?
Run "/install style-fingerprint" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is style-fingerprint free?
Yes, style-fingerprint is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does style-fingerprint support?
style-fingerprint is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created style-fingerprint?
It is built and maintained by noah (@noah-1106); the current version is v1.0.0.
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