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Install in OpenClaw
/install response-tone-polisher-1
Description
Polishes response letters by transforming defensive or harsh language.
Usage Guidance
This package appears to be a straightforward, local Python tool for softening defensive language. Before running it, (1) inspect scripts/main.py yourself (or run python -m py_compile scripts/main.py) to verify there are no unexpected network calls or shell execution, (2) run it on non‑sensitive sample text first, and (3) execute it in a sandbox or isolated environment if you have any doubt. If you plan to integrate it into an automated agent, confirm the agent will not send sensitive reviewer text to external services (the packaged code does not appear to do so).
Capability Analysis
Type: OpenClaw Skill
Name: response-tone-polisher-1
Version: 1.0.0
The skill bundle is a legitimate utility designed to polish academic response letters by transforming defensive language into professional prose. The core logic in `scripts/main.py` uses standard regular expressions and a predefined library of polite expressions (`references/polite_expressions.json`) to perform text replacements. There is no evidence of data exfiltration, network activity, or malicious execution; file system access is limited to reading inputs and writing the polished output as described in `SKILL.md`. While the security checklist in the documentation claims path validation that isn't explicitly implemented in the Python code, this appears to be a minor documentation oversight rather than an intentional vulnerability or malicious backdoor.
Capability Assessment
Purpose & Capability
Name/description (polishing reviewer responses) matches the code and reference materials: pattern lists, templates, and a Python CLI are present. No unrelated cloud or system credentials, binaries, or config paths are requested.
Instruction Scope
SKILL.md describes running the included Python script on reviewer comments and draft responses. The instructions focus on confirming inputs and using the packaged workflow; they do not instruct reading unrelated system files or transmitting data to external endpoints.
Install Mechanism
No install spec is provided (instruction-only skill with a packaged script). The repository contains only local Python code and reference JSON/markdown; there are no downloads from external URLs or packaged installers.
Credentials
The skill declares no required environment variables or credentials. The code and SKILL.md do not reference external secrets or unrelated service tokens.
Persistence & Privilege
The skill is not force‑included (always: false) and does not request persistent privileges or changes to other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install response-tone-polisher-1 - After installation, invoke the skill by name or use
/response-tone-polisher-1 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the Response Tone Polisher skill.
- Analyzes and transforms defensive or harsh author responses to peer reviewers into polished, courteous academic language.
- Maintains the author's scientific position while improving tone and clarity.
- Detects direct refusals, defensive/blaming statements, and emotional language; replaces them with diplomatic academic expressions.
- Supports configurable polish levels and response types; outputs structured results including tone scores and specific improvements.
- Provides example usage, audit-ready commands, and fallback/error-handling procedures.
Metadata
Frequently Asked Questions
What is Response Tone Polisher?
Polishes response letters by transforming defensive or harsh language. It is an AI Agent Skill for Claude Code / OpenClaw, with 106 downloads so far.
How do I install Response Tone Polisher?
Run "/install response-tone-polisher-1" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Response Tone Polisher free?
Yes, Response Tone Polisher is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Response Tone Polisher support?
Response Tone Polisher is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Response Tone Polisher?
It is built and maintained by AIpoch (@aipoch-ai); the current version is v1.0.0.
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