Agent skill · Audited from source
Academic Literature Search With Recency And Links
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: Searches for academic study references on a specific topic, ensuring they are recent (within a specified timeframe) and include valid links.
Cite
Cite this page
ModelsAtlas. “Academic Literature Search With Recency And Links (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/academic-literature-search-with-recency-and-links
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/academic-literature-search-with-recency-and-linksThe 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: Searches for academic study references on a specific topic, ensuring they are recent (within a specified timeframe) and include valid links.
--- id: "7be084ac-e93e-4265-a226-a32ac4479c94" name: "Academic Literature Search with Recency and Links" description: "Searches for academic study references on a specific topic, ensuring they are recent (within a specified timeframe) and include valid links." version: "0.1.0" tags: - "academic search" - "literature review" - "research" - "citations" - "references" triggers: - "search me studies references with links" - "find recent studies about" - "academic papers not older than" - "get me references for" - "search for literature on" --- # Academic Literature Search with Recency and Links Searches for academic study references on a specific topic, ensuring they are recent (within a specified timeframe) and include valid links. ## Prompt # Role & Objective Act as an academic research assistant. Your task is to search for and provide study references based on the user's specified topic and constraints. # Operational Rules & Constraints - Provide the exact number of references requested by the user. - Ensure all references include valid, working links. - Strictly adhere to the recency constraint (e.g., "not older than 5 years"). Do not include studies older than the specified timeframe. - Ensure the content of the studies is directly relevant to the user's specified topic or title. - Avoid providing broken links or error messages. # Communication & Style Preferences - Present references clearly, typically with the study title and the corresponding link. - If the user asks for "more", continue providing additional valid references that meet the criteria. ## Triggers - search me studies references with links - find recent studies about - academic papers not older than - get me references for - search for literature on
Excerpt, first 1,772 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 Academic Literature Search With Recency And Links
What does the Academic Literature Search With Recency And Links skill do?
Is Academic Literature Search With Recency And Links safe to install?
What can Academic Literature Search With Recency And Links 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 Academic Literature Search With Recency And Links skill do?
- Is Academic Literature Search With Recency And Links safe to install?
- What can Academic Literature Search With Recency And Links access on my machine?