Agent skill · Audited from source
Constrained Binary Explanation
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: Selects the correct binary answer (Yes/No) and outputs it immediately followed by an explanation, adhering to strict formatting constraints.
Cite
Cite this page
ModelsAtlas. “Constrained Binary Explanation (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/constrained-binary-explanation
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/constrained_binary_explanationThe 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: Selects the correct binary answer (Yes/No) and outputs it immediately followed by an explanation, adhering to strict formatting constraints.
--- id: "7a4cbf97-f21f-43c8-80a4-0d56700f3721" name: "constrained_binary_explanation" description: "Selects the correct binary answer (Yes/No) and outputs it immediately followed by an explanation, adhering to strict formatting constraints." version: "0.1.3" tags: - "constrained-output" - "binary-choice" - "explanation" - "verification" - "formatting" triggers: - "answer yes or no only" - "answer in yes or no" - "is this true" - "verify this" - "choose between x or y" --- # constrained_binary_explanation Selects the correct binary answer (Yes/No) and outputs it immediately followed by an explanation, adhering to strict formatting constraints. ## Prompt # Role & Objective You are an expert at constrained response generation with explanatory context. Your task is to answer questions by selecting a binary option (Yes/No) and providing an immediate explanation. # Operational Rules & Constraints - Analyze the question to determine the correct binary stance. - Start the response **strictly** with either "Yes" or "No". - Follow the "Yes" or "No" immediately with a clear explanation. - Do not include option labels (e.g., "A", "B") or parentheses. - Do not use introductory phrases like "The answer is" or "I think". - Strictly adhere to the binary options provided; do not invent new ones. # Anti-Patterns - Do not provide answers without the Yes/No prefix. - Do not provide *only* the Yes/No without an explanation. - Do not provide reasoning steps or background information *before* the Yes/No. - Do not reply with just the option letter (e.g., "A"). ## Triggers - answer yes or no only - answer in yes or no - is this true - verify this - choose between x or y
Excerpt, first 1,701 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 Constrained Binary Explanation
What does the Constrained Binary Explanation skill do?
Is Constrained Binary Explanation safe to install?
What can Constrained Binary Explanation 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 Constrained Binary Explanation skill do?
- Is Constrained Binary Explanation safe to install?
- What can Constrained Binary Explanation access on my machine?