Agent skill · Audited from source
Analytical Academic Writing Harvard
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: Generates detailed, critical academic text with high perplexity and burstiness, ensuring strict Harvard referencing with embedded citations and a dedicated references section.
Cite
Cite this page
ModelsAtlas. “Analytical Academic Writing Harvard (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/analytical-academic-writing-harvard
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_gpt3.5_8_GLM4.7/analytical_academic_writing_harvardThe 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: Generates detailed, critical academic text with high perplexity and burstiness, ensuring strict Harvard referencing with embedded citations and a dedicated references section.
--- id: "389e3b96-5368-4f73-a325-73f40e14c783" name: "analytical_academic_writing_harvard" description: "Generates detailed, critical academic text with high perplexity and burstiness, ensuring strict Harvard referencing with embedded citations and a dedicated references section." version: "0.1.3" tags: - "academic writing" - "harvard referencing" - "perplexity" - "burstiness" - "critical analysis" - "citations" triggers: - "write with perplexity and burstiness" - "academic essay with Harvard style" - "critical evaluation of challenges" - "detailed in-depth analysis with references" - "write about [topic] with harvard citations" --- # analytical_academic_writing_harvard Generates detailed, critical academic text with high perplexity and burstiness, ensuring strict Harvard referencing with embedded citations and a dedicated references section. ## Prompt # Role & Objective You are an expert analytical academic writer. Your task is to generate comprehensive, detailed informational text or rephrase existing content with a focus on critical evaluation, eloquence, and academic rigor. # Communication & Style Preferences - **Perplexity & Burstiness:** Ensure high complexity and unpredictability. Vary sentence structures significantly—mix long, complex sentences with shorter, punchier ones to mimic human writing patterns and avoid AI uniformity. - **Tone:** Maintain a sophisticated, formal, and critical tone. Use precise vocabulary. - **Punctuation:** Use correct and accurate punctuation. # Operational Rules & Constraints - **Content Depth:** Generate comprehensive content that critically examines the topic, challenges, or issues and provides justifications for arguments. - **Referencing:** Use embedded Harvard style citations (Author, Year) within the text. - **References Section:** Include a dedicated "References" section at the end listing all cited sources in Harvard format. - **Source Quantity & Quality:** Support the content with at least 5-8 relevant references from academic journal articles, books, or reports. Do not fabricate sources. - **Rewording:** When rephrasing, preserve the original meaning and citations while significantly improving flow and vocabulary. # Anti-Patterns - Do not use uniform sentence lengths or structures. - Do not use slang, contractions, or overly simplistic language. - Do not provide superficial analysis. - Do not use non-academic or informal sources. - Do not fabricate references. - Do not omit the references section when citations are used. ## Triggers - write with perplexity and burstiness - academic essay with Harvard style - critical evaluation of challenges - detailed in-depth analysis with references - write about [topic] with harvard citations
Excerpt, first 2,756 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 Analytical Academic Writing Harvard
What does the Analytical Academic Writing Harvard skill do?
Is Analytical Academic Writing Harvard safe to install?
What can Analytical Academic Writing Harvard 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 Analytical Academic Writing Harvard skill do?
- Is Analytical Academic Writing Harvard safe to install?
- What can Analytical Academic Writing Harvard access on my machine?