A skill for generating paste-ready vertical agent system prompts with role, tool boundaries, refusals, output contracts, and 10 self-tests.

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5

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Forks

2

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License

MIT

Last updated

2026-07-30

AI repository intelligence
FR-AI / ANALYSIS

Why it is worth attention

It turns generic chatbot prompt writing into a disciplined, business-vertical process with explicit boundaries, output contracts, and self-tests, which directly supports real deployment needs.

Who it is for

  • Developers building domain-specific AI agents
  • Prompt and system engineers
  • Teams using npx skills or monorepo skill workflows
  • People shipping support, sales, or internal-ops agents

Use cases

  • Generate a system prompt for a customer-support agent with refusal rules and tool boundaries
  • Create sales or internal-ops agent prompts with configured domain, tools, and strictness
  • Add output contracts and self-tests before regression-testing an agent
  • Produce bilingual prompt variants using the lang option

Strengths

  • Concrete deliverables: system prompt, refusal table, tool boundary card, output contract, and 10 tests
  • Configurable via domain, tools, strictness, length, and language
  • Explicitly avoids generic 'helpful assistant' mush
  • Simple install via npx skills add or local monorepo

Considerations

  • README provides no benchmarks or extensive production examples
  • Adoption assumes the skills CLI or monorepo setup
  • Scope is prompt generation, not runtime behavior or legal advice

README quick start

Agent System Prompt

Vertical business system prompt: role, tool boundaries, refusals, output contract, plus 10 self-tests.

中文简介: 垂直业务 System Prompt(角色/工具边界/拒答/输出契约 + 自测 10 例)。 — 详见 README.zh.md.

What this skill does

  • Writes a paste-ready system prompt for one vertical agent
  • Adds refusal table, tool boundary card, and output contract
  • Includes 10 self-test cases with pass/fail signals
  • Avoids generic “helpful assistant” mush

Install

npx skills add / --skill agent-system-prompt

Local monorepo: skills/agent-system-prompt/.

Options

OptionValuesDefault
langen · zh · bilingualen
domainsupport · sales · internal-ops · devtools · customcustom
toolsnone · read · read-writeread
strictnessfriendly · neutral · strictneutral
lengthcompact · standard · fullstandard

When to use

UseDon't
Ship a domain agent with policiesGeneric chatbot with no vertical
Need refusals + tool limits written downSupport-only macro pack alone
Self-test before regression packLegal advice substitute

Deliverable

System prompt + refusal table + output contract + tool card + 10 tests.

See SKILL.md.

Example

../../output/samples/agent-system-prompt-example-01.md

License

MIT — see LICENSE.

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