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Install in OpenClaw
/install grammar-checker-ama
Description
Grammar checking tool for AMA style medical writing
README (SKILL.md)
Grammar Checker (AMA)
Specialized grammar checking for medical writing following AMA Manual of Style.
Usage
python scripts/main.py --text "Your text here"
Parameters
| Parameter | Type | Default | Required | Description |
|---|---|---|---|---|
--text, -t |
string | - | Yes | Text to check for AMA style compliance |
Features
- Passive voice detection
- AMA style compliance
- Medical terminology validation
Output
Grammar correction suggestions with explanations.
Risk Assessment
| Risk Indicator | Assessment | Level |
|---|---|---|
| Code Execution | Python/R scripts executed locally | Medium |
| Network Access | No external API calls | Low |
| File System Access | Read input files, write output files | Medium |
| Instruction Tampering | Standard prompt guidelines | Low |
| Data Exposure | Output files saved to workspace | Low |
Security Checklist
- No hardcoded credentials or API keys
- No unauthorized file system access (../)
- Output does not expose sensitive information
- Prompt injection protections in place
- Input file paths validated (no ../ traversal)
- Output directory restricted to workspace
- Script execution in sandboxed environment
- Error messages sanitized (no stack traces exposed)
- Dependencies audited
Prerequisites
No additional Python packages required.
Evaluation Criteria
Success Metrics
- Successfully executes main functionality
- Output meets quality standards
- Handles edge cases gracefully
- Performance is acceptable
Test Cases
- Basic Functionality: Standard input → Expected output
- Edge Case: Invalid input → Graceful error handling
- Performance: Large dataset → Acceptable processing time
Lifecycle Status
- Current Stage: Draft
- Next Review Date: 2026-03-06
- Known Issues: None
- Planned Improvements:
- Performance optimization
- Additional feature support
Usage Guidance
This skill's code is small and readable but does not implement most features claimed in the documentation (AMA compliance, medical terminology checks). If you consider installing/use: 1) Treat the tool as very limited — it only looks for a few hardcoded passive‑voice phrases. Do not rely on it for clinical or publication decisions. 2) Ask the author for provenance, tests, and a changelog (no homepage or publisher metadata is provided). 3) Require unit tests or representative sample inputs/outputs to verify the advertised features before using in production. 4) Run the script in a sandboxed environment and review any changes if you extend it to read/write files. 5) If you need real AMA/style checks or terminology validation, prefer a well‑maintained tool or service with documented algorithms and tests.
Capability Analysis
Type: OpenClaw Skill
Name: grammar-checker-ama
Version: 0.1.0
The skill bundle is a simple grammar checker for AMA medical style. The Python script (scripts/main.py) performs basic string matching to detect passive voice and contains no network calls, file system operations, or suspicious execution logic. The documentation (SKILL.md) accurately reflects the tool's purpose without any prompt injection attempts or malicious instructions.
Capability Assessment
Purpose & Capability
The skill description and SKILL.md claim features like 'AMA style compliance' and 'medical terminology validation', but the included script (scripts/main.py) only implements a very small passive‑voice check using a hardcoded list of phrases. This is a capability mismatch: the advertised functionality is not present in the code.
Instruction Scope
SKILL.md instructs running `python scripts/main.py --text "..."`, which matches the script's CLI. However the documentation refers to reading/writing input/output files and various risk mitigations (input validation, sandboxing) that the script does not implement. The instructions are broader and more security‑conscious than the actual runtime behavior; they leave important validation and file‑IO protections to the environment rather than implementing them.
Install Mechanism
No install spec is provided (instruction-only with a small Python script). This is low risk from an installation perspective because nothing is downloaded or installed automatically.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. The script reads only CLI input and prints output to stdout. The requested environment access is minimal and proportional to the apparent runtime behavior.
Persistence & Privilege
The skill is not always-enabled and does not request any persistent privileges or modify other skills or system configuration. It runs only when invoked by the user/agent.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install grammar-checker-ama - After installation, invoke the skill by name or use
/grammar-checker-ama - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of grammar-checker-ama, a grammar checking tool for AMA style medical writing.
- Detects passive voice usage
- Checks compliance with AMA Manual of Style
- Validates medical terminology
- Provides grammar correction suggestions with explanations
- Command-line interface for checking input text
Metadata
Frequently Asked Questions
What is Grammar Checker Ama?
Grammar checking tool for AMA style medical writing. It is an AI Agent Skill for Claude Code / OpenClaw, with 139 downloads so far.
How do I install Grammar Checker Ama?
Run "/install grammar-checker-ama" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Grammar Checker Ama free?
Yes, Grammar Checker Ama is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Grammar Checker Ama support?
Grammar Checker Ama is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Grammar Checker Ama?
It is built and maintained by AIpoch (@aipoch-ai); the current version is v0.1.0.
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