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Install in OpenClaw
/install personal-statement
Description
Use when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. Crafts compel...
Usage Guidance
This package appears safe to run (no network calls, no secrets requested), but it is inconsistent: SKILL.md advertises a full PersonalStatementWriter API and config options that are not present in the code — the repository contains only a small stub. Before installing or relying on it, inspect scripts/main.py yourself, run python -m py_compile scripts/main.py in an isolated environment, and test the script with non-sensitive sample input. Do not provide any real personal identifiers (SSN, DOB, transcripts) to the skill until the implementation and data handling are clarified. If you need the richer features described in the docs, request the author or vendor for the missing modules or a corrected package; absence of an author/homepage increases the risk that this is incomplete or a placeholder.
Capability Analysis
Type: OpenClaw Skill
Name: personal-statement
Version: 1.0.0
The skill bundle is a template-based generator for medical personal statements. The primary script (scripts/main.py) contains simple, safe logic for string formatting and lacks any network, file system, or sensitive data access. While SKILL.md contains documentation inconsistencies (referencing a non-existent scripts/personal_statement_writer.py), there are no indicators of malicious intent or prompt injection attacks.
Capability Assessment
Purpose & Capability
The stated purpose (medical-personal-statement writing) matches the general content of the SKILL.md and the included script, but SKILL.md describes a richer API (e.g., scripts.personal_statement_writer.PersonalStatementWriter and multiple helper methods) and configuration blocks that do not exist in the repository. The single provided file (scripts/main.py) is a minimal generator stub, so the implementation is incomplete compared with the advertised capabilities.
Instruction Scope
Runtime instructions are limited to validating and running scripts/main.py (python -m py_compile and python scripts/main.py). The instructions do not request files, environment variables, or network access beyond running the packaged script. However, the SKILL.md suggests editing an in-file CONFIG block and using APIs/methods that aren't present — this is scope/instruction mismatch rather than an outright malicious instruction.
Install Mechanism
No install spec is provided (instruction-only with an included script). Nothing will be downloaded or written by an installer; risk from install mechanism is minimal.
Credentials
The skill declares no required environment variables, credentials, or config paths and the code does not access environment variables or external secrets. The requested privileges are proportional to its stated purpose.
Persistence & Privilege
The skill does not request persistent presence (always:false) and has no install-time hooks or requests to modify other skills or system configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install personal-statement - After installation, invoke the skill by name or use
/personal-statement - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the Personal Statement Writer skill for healthcare education applications.
- Generates compelling personal statements for medical school, residency, fellowship, and related programs.
- Supports narrative structuring, clinical experience framing (with STAR method), research achievement highlights, and motivation articulation.
- Includes features for statement length optimization and tone adjustment to meet program-specific requirements.
- Provides audit-ready, reproducible workflows with built-in quality checklists and explicit error handling.
- Bundles example usage commands, structured outputs, and references for common application scenarios.
Metadata
Frequently Asked Questions
What is Personal Statement?
Use when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. Crafts compel... It is an AI Agent Skill for Claude Code / OpenClaw, with 94 downloads so far.
How do I install Personal Statement?
Run "/install personal-statement" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Personal Statement free?
Yes, Personal Statement is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Personal Statement support?
Personal Statement is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Personal Statement?
It is built and maintained by AIpoch (@aipoch-ai); the current version is v1.0.0.
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