Biz Speak Skill — AI skill for Claude Code
AI agent skill that rewrites task-completion output from technical/code language into business language.
How to install Biz Speak Skill
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open GYXnikki/biz-speak-skill and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Biz Speak Skill does
AI agent skill that rewrites task-completion output from technical/code language into business language. AI 智能体技能,将任务完成后的技术/代码语言输出改写为业务语言。支持 Cursor、Qoder、Claude 等多平台。Supports Cursor, Qoder, Claude, and other platforms.
Alternatives in AI
- AIHawk — Open-source AI browser agent: describe any task in plain language and it autonomously browses, clicks, types a 30.3k ★
- Ralph For Claude Code — by Frank Bria - An autonomous AI development framework that enables Claude Code to work iteratively on project 8k ★
- Minuet Ai.nvim — Code completion as-you-type from popular LLMs including OpenAI, Gemini, Claude, Ollama 1.1k ★
README
biz-speak-skill
An AI agent skill that rewrites task-completion output from technical/code language into business language.
What it does
When an AI agent finishes a task, it often reports in technical terms: file names, function names, implementation details. This skill rewrites that output into business language that non-technical stakeholders can understand.
**Before** (technical):
Added `validate_email()` in `services/auth.py` line 42. Updated 3 test cases in `test_auth.py`.
**After** (business):
User registration now validates email format. Related tests have been updated.
Installation
Cursor
Copy `SKILL.md` to `.cursor/skills/biz-speak/SKILL.md` in your project.
Qoder
Copy `SKILL.md` to your project's skills directory, or install via the Qoder skill marketplace (coming soon).
Claude
Copy `SKILL.md` to `.claude/skills/biz-speak/SKILL.md` in your project.
Other platforms
The skill is a plain Markdown file. Adapt it to your platform's skill/instruction format.
Usage
After an AI agent completes a task and produces technical output, invoke:
/biz-speak
The agent will rewrite the output in business language.
Output structure
Every rewritten output contains three elements:
- Business — what this means in business terms
- Behavior — how the system now behaves (user perspective)
- Impact — who is affected, what to do next
The structure adapts to task type:
| Task type | Structure |
|---|---|
| Bug fix | Rule → Behavior change → Impact scope |
| New feature | Capability → User actions → Entry point |
| Refactor | What changed → Behavior unchanged → Why |
Examples
See the [`examples/`](examples/) directory:
- Bug fix — conditional logic bug in a questionnaire
- New feature — Excel export for reports
- Refactor — extracting risk stratification module
License
MIT
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