Agent skill · Audited from source
Style Matched Essay Rewriter
skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b
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…
Cite
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
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
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
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
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
- ✓SAFE B 89 / 100
first audit · source
04e912cff54b
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Questions about Style Matched Essay Rewriter
What does the Style Matched Essay Rewriter skill do?
Is Style Matched Essay Rewriter safe to install?
What can Style Matched Essay Rewriter access on my machine?
How current is this page?
Sources
- github.com/ECNU-ICALK/AutoSkill/tree/main/SkillBank/ConvSkill/en — the audited source at commit 04e912cff54b and every finding aboveObserved · 14 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Style Matched Essay Rewriter skill do?
- Is Style Matched Essay Rewriter safe to install?
- What can Style Matched Essay Rewriter access on my machine?