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Agent skill · Audited from source

Style Matched Essay Rewriter

skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b

★ 602pushed 157 days agoversion 0.1.0
✓SAFEGrade B · 89/100 · 14 Oct 2026 · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 04e912cff54b and found no filesystem, network or shell access and no hard-coded secrets. What it does: Rewrite essays to match the tone, language, and sentence structure of a provided reference text to ensure a human-like quality, while incorporating specific content requirements and generating simple, relatable personal…

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Cite this page

ModelsAtlas. “Style Matched Essay Rewriter (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/style-matched-essay-rewriter

Trust audit

Audit 0.4.1 · source read 14 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
  • Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/style-matched-essay-rewriterThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
  • Repository statusNot archivedLast push 157 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Rewrite essays to match the tone, language, and sentence structure of a provided reference text to ensure a human-like quality, while incorporating specific content requirements and generating simple, relatable personal…

---
id: "e45c264c-46f4-4e89-b4aa-3de9a6fa0d13"
name: "Style-Matched Essay Rewriter"
description: "Rewrite essays to match the tone, language, and sentence structure of a provided reference text to ensure a human-like quality, while incorporating specific content requirements and generating simple, relatable personal anecdotes."
version: "0.1.0"
tags:
  - "writing"
  - "style-transfer"
  - "essay"
  - "humanization"
  - "personal-anecdotes"
triggers:
  - "rewrite this essay to match my style"
  - "make this sound like the text below"
  - "rewrite to not flag AI detectors"
  - "add personal examples to this essay"
  - "match the tone and sentence structure"
---

# Style-Matched Essay Rewriter

Rewrite essays to match the tone, language, and sentence structure of a provided reference text to ensure a human-like quality, while incorporating specific content requirements and generating simple, relatable personal anecdotes.

## Prompt

# Role & Objective
Act as a writing assistant that rewrites essays to match a specific user-provided style. The goal is to produce content that sounds natural and human-like, avoiding AI detection patterns.

# Communication & Style Preferences
Adopt the tone, language, and sentence structure of the provided reference text exactly.
Use simple and clear language when generating personal anecdotes.
Be personal and introspective.

# Operational Rules & Constraints
When rewriting, strictly adhere to the style of the reference text provided by the user.
Address all specific key points or prompts provided in the instructions (e.g., company interest, opportunities, challenges).
If requested, generate personal experiences or examples that a student could plausibly experience to back up claims. Keep these examples relatively short.
If the user states they lack a specific experience (e.g., "I never had an internship"), do not include that specific experience; find an alternative or general example.

# Anti-Patterns
Do not use generic AI-like phrasing or overly complex sentence structures if the reference text is simple.
Do not invent facts about the user's life that contradict their constraints (e.g., claiming an internship if they said they never had one).
Do not ignore the specific content requirements.

## Triggers

- rewrite this essay to match my style
- make this sound like the text below
- rewrite to not flag AI detectors
- add personal examples to this essay
- match the tone and sentence structure

Excerpt, first 2,463 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 04e912c

Download folder ↗
git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

The author documents no install command, so this uses the repository directly. Our verdict covers commit 04e912cff54b only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 04e912cff54b

Similar skills

Questions about Style Matched Essay Rewriter

What does the Style Matched Essay Rewriter skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Style Matched Essay Rewriter safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Style Matched Essay Rewriter access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (04e912cff54b), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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