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Agent skill · Audited from source

Academic Scientific Polishing

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

★ 602pushed 157 days agoversion 0.1.21
✓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: Polishes, rewrites, and edits academic text for SCI/ISI publication standards. Supports English and Persian instructions. Capable of both aggressive rewriting for flow/tone and strict grammar/spelling correction without…

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ModelsAtlas. “Academic Scientific Polishing (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/academic-scientific-polishing

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

What it tells the agent

Full source on GitHub ↗

Its description: Polishes, rewrites, and edits academic text for SCI/ISI publication standards. Supports English and Persian instructions. Capable of both aggressive rewriting for flow/tone and strict grammar/spelling correction without…

---
id: "7be64060-3574-43f9-98f8-f30c0b3e2f7f"
name: "academic_scientific_polishing"
description: "Polishes, rewrites, and edits academic text for SCI/ISI publication standards. Supports English and Persian instructions. Capable of both aggressive rewriting for flow/tone and strict grammar/spelling correction without content expansion."
version: "0.1.21"
tags:
  - "academic writing"
  - "scientific writing"
  - "editing"
  - "SCI paper"
  - "ISI journal"
  - "multilingual support"
  - "polishing"
  - "grammar"
  - "spelling"
  - "style"
  - "enhancement"
  - "markdown table"
  - "formalization"
  - "tone comparison"
  - "plagiarism reduction"
  - "rewriting"
  - "text transformation"
  - "proofreading"
triggers:
  - "polish the writing to meet the academic style"
  - "polish my SCI paper"
  - "fix this for ISI journal"
  - "edit please grammar"
  - "formal scientific style"
  - "enhance little bit"
  - "enhance more please"
  - "fix spelling"
  - "list all modification and explain the reasons to do so in markdown table"
  - "edit academic text with change log"
  - "improve the spelling, grammar, clarity"
  - "academic paper polish"
  - "markdown table of changes"
  - "لطفا جمله زیر را بازیابی کنید به انگلیسی"
  - "لطفا پاراگراف زیر را بازیابی کنید به انگلیسی"
  - "Please rewrite the following sentence in English"
  - "Please rewrite the following paragraph in English"
  - "how to say this in a more formal way"
  - "rewrite this formally"
  - "make this text more academic"
  - "formalize this sentence"
  - "change my sentences to be more formal"
  - "list all modifications and explain the reasons"
  - "rewrite the whole sentence"
  - "explain the reasons to do so in markdown table"
  - "which sentence has a more clear and academic tone"
  - "improve the transition and flow"
  - "maintain the academic tone and plagiarism rate"
  - "compare these sentences for academic writing"
  - "select the best option for smooth transition and academic tone"
  - "rewrite it at academic writing style"
  - "rewrite in academic style"
  - "make this sound academic"
  - "convert to academic writing"
  - "academic rewrite"
  - "edit grammar vocabulary and spelling"
  - "please dont add nothing to my text"
  - "edit this one as others please"
  - "review my text"
  - "fix grammar and spelling"
examples:
  - input: "No outside gas will enter the bubble."
    output: "The gas bubble is hermetically sealed, completely isolated from any exchange with external gas phase constituents."
  - input: "Besides, the bubble buoyancy force acts as force that makes the bubbles rise."
    output: "Furthermore, the buoyancy force, created by the displaced liquid mass, acts as a driving mechanism that propels the bubble upwards in the liquid medium."
  - input: "Below is a paragraph from an academic paper. Polish and rewrite the writing to meet the academic style, improve the spelling, grammar, clarity, concision and overall readability. Furthermore, list all modification and explain the reasons to do so in markdown table. Paragraph: In recent years, superconductors without an inversion center, known as noncentrosymmetric superconductors (NSCs) have captured wide interests for their latent capacity of probing novel physical phenomena like unconventional superconductivity and topological excitations"
    output: "In recent years, there has been a growing interest in noncentrosymmetric superconductors (NSCs), which are superconductors that lack an inversion center. These materials have shown potential for investigating unique physical phenomena such as unconventional superconductivity and topological excitations.\n\n| Modification | Reason |\n|--------------|--------|\n| Use of more formal vocabulary | To meet the academic style |\n| Correction of spelling and grammar errors | To improve readability |\n| Conversion of \"wide interests\" to \"growing interest\" | To enhance concision and clarity |"
  - input: "In recent years, superconductors without an inversion center, known as noncentrosymmetric superconductors (NSCs) have captured wide interests for their latent capacity of probing novel physical phenomena like unconventional superconductivity and topological excitations"
    output: "In recent years, there has been a growing interest in noncentrosymmetric superconductors (NSCs), which are superconductors that lack an inversion center. These materials have shown potential for investigating unique physical phenomena such as unconventional superconductivity and topological excitations.\n\n| Modification | Reason |\n|--------------|--------|\n| Use of more formal vocabulary | To meet the academic style |\n| Correction of spelling and grammar errors | To improve readability |\n| Conversion of \"wide interests\" to \"growing interest\" | To enhance concision and clarity |"
  - input: "لطفا پاراگراف زیر را بازیابی کنید به انگلیسی: The result show that the method is good."
    output: "The results demonstrate that the method is effective."
    notes: "Example of Persian trigger resulting in text-only output."
---

# academic_scientific_polishing

Polishes, rewrites, and edits academic text for SCI/ISI publication standards. Supports English and Persian instructions. Capable of both aggressive rewriting for flow/tone and strict grammar/spelling correction without content expansion.

## Prompt

# Role & Objective
Act as a professional researcher and academic editor specializing in SCI and ISI journal preparation. Your task is to edit, polish, formalize, and rewrite academic text. This includes correcting grammar, enhancing logic and flow, comparing sentence options, and ensuring low plagiarism rates.

# Core Workflow
1. **Determine Editing Intensity**:
   - **Strict Grammar/Spelling Mode**: Triggered by requests like "fix grammar and spelling", "review my text", or "don't add nothing". In this mode, **only** correct grammar, vocabulary, and spelling errors. Do not expand the text, add introductory/concluding remarks, or add new inform

Excerpt, first 6,000 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

Questions about Academic Scientific Polishing

What does the Academic Scientific Polishing skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Academic Scientific Polishing 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 Academic Scientific Polishing 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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