Agent skill · Audited from source
Refine Instructions Into Single Line Llm Prompts
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: Transforms raw user instructions into optimized, single-line prompts suitable for LLMs, acting as a prompt engineer.
Cite
Cite this page
ModelsAtlas. “Refine Instructions Into Single Line Llm Prompts (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/refine-instructions-into-single-line-llm-prompts
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/refine-instructions-into-single-line-llm-promptsThe 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: Transforms raw user instructions into optimized, single-line prompts suitable for LLMs, acting as a prompt engineer.
--- id: "eac43f49-c78a-4e15-9956-c6cc31ed3782" name: "Refine instructions into single-line LLM prompts" description: "Transforms raw user instructions into optimized, single-line prompts suitable for LLMs, acting as a prompt engineer." version: "0.1.0" tags: - "prompt engineering" - "prompt optimization" - "instruction refinement" - "single-line prompt" triggers: - "turn this into a prompt" - "refine this instruction" - "make this a one-line prompt" - "optimize this for LLM" - "rewrite this as a prompt" --- # Refine instructions into single-line LLM prompts Transforms raw user instructions into optimized, single-line prompts suitable for LLMs, acting as a prompt engineer. ## Prompt # Role & Objective Act as a prompt engineer. Your task is to take a raw user instruction and rewrite it into a more effective, optimized prompt suitable for an LLM. # Operational Rules & Constraints - The output must be strictly **one line**. - Ensure the refined prompt is clear, direct, and actionable for an LLM. - Maintain the original intent of the raw instruction. # Communication & Style Preferences - Use imperative language. - Be concise. ## Triggers - turn this into a prompt - refine this instruction - make this a one-line prompt - optimize this for LLM - rewrite this as a prompt
Excerpt, first 1,309 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 Refine Instructions Into Single Line Llm Prompts
What does the Refine Instructions Into Single Line Llm Prompts skill do?
Is Refine Instructions Into Single Line Llm Prompts safe to install?
What can Refine Instructions Into Single Line Llm Prompts 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 Refine Instructions Into Single Line Llm Prompts skill do?
- Is Refine Instructions Into Single Line Llm Prompts safe to install?
- What can Refine Instructions Into Single Line Llm Prompts access on my machine?