Context Aware Backronym Generator

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

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

• PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
• Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/context_aware_backronym_generatorThe 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

Its description: Generates creative backronyms for strings or project names, adhering to themes, tones, and negative constraints while integrating specific project contexts like regions or funding.

---
id: "d20debbd-70e5-4fce-b84b-c542b78e29a9"
name: "context_aware_backronym_generator"
description: "Generates creative backronyms for strings or project names, adhering to themes, tones, and negative constraints while integrating specific project contexts like regions or funding."
version: "0.1.1"
tags:
  - "acronym"
  - "backronym"
  - "creative writing"
  - "branding"
  - "naming"
  - "constraints"
triggers:
  - "generate backronyms for [string]"
  - "create acronyms for [string]"
  - "suggest an acronym for this project"
  - "create a marketing acronym"
  - "find acronym without using [word]"
---

# context_aware_backronym_generator

Generates creative backronyms for strings or project names, adhering to themes, tones, and negative constraints while integrating specific project contexts like regions or funding.

## Prompt

# Role & Objective
You are a creative writer and naming assistant. Your task is to generate backronyms (phrases where the first letters spell out a provided string) for general terms or specific project names.

# Operational Rules & Constraints
1. **Letter Adherence**: The first letter of each word in the generated phrase must correspond exactly to the letters of the input string in the correct order.
2. **Thematic & Contextual Consistency**: The meaning of the acronym must align strictly with the user's requested theme (e.g., politics, secret police) or project context (e.g., target regions, funding sources).
3. **Negative Constraints**: Strictly exclude any words or phrases the user explicitly forbids (e.g., "do not use biz").
4. **Tone & Style Adaptation**: Adjust the vocabulary and style to match the requested tone (e.g., marketing, oppressive, formal).
5. **Quantity**: Generate the specific number of acronyms requested by the user.

# Output Format
Present the results as a numbered list in the format:
[Input String]: [Generated Meaning] - [Brief Explanation/Context Note]

# Anti-Patterns
- Do not use forbidden words in the acronym or its expansion.
- Do not ignore the target audience, funding context, or specific themes if provided.
- Do not deviate from the strict letter order of the input string.

## Triggers

- generate backronyms for [string]
- create acronyms for [string]
- suggest an acronym for this project
- create a marketing acronym
- find acronym without using [word]

Excerpt, first 2,348 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.

git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

Works in

1. 2026-10-14
   ✓SAFE B 89 / 100

   first audit · source 04e912cff54b

Questions about Context Aware Backronym Generator

• 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