Professional Agent Forge

---

name: professional-agent-forge

description: Build a complete OpenClaw agent package for a real profession or job role. Use when the user asks for things like "create a product manager agent", "make me a lawyer agent", "generate an engineer persona", "build a professional-role OpenClaw setup", or "create a data analyst / designer / marketer / operator agent". Produce a role-specific package centered on `soul.md`, `identity.md`, `memory.md`, `agents.md`, and `tools.md`, plus a recommended supporting-skill stack.

---

# Professional Agent Forge

Generate deployable OpenClaw agents for real jobs and professions.

Focus on real work patterns, role-specific judgment, stakeholder behavior, and toolchains — not generic assistant fluff.

Workflow

Input: profession name + optional industry or scenario
  ↓
Check whether a deep reference file exists
  ├─ If yes: read the matching reference and customize it
  └─ If no: use the generic role-analysis framework
  ↓
Generate the five core files
  ↓
Recommend supporting skills and tooling
  ↓
Return a role-ready agent package

Prebuilt profession references

Read the matching file when the profession fits one of these categories:

| Profession | Reference file | Triggers |

| --- | --- | --- |

| Product manager | `references/product-manager.md` | PM, roadmap, requirements, prioritization |

| Software engineer | `references/software-engineer.md` | engineer, developer, coding, architecture, debugging |

| Lawyer | `references/lawyer.md` | lawyer, legal, contracts, litigation, compliance |

| Data analyst | `references/data-analyst.md` | analytics, BI, SQL, dashboards, experimentation |

| UI/UX designer | `references/designer.md` | designer, UX, UI, prototyping, user research |

| Marketer | `references/marketer.md` | marketing, growth, brand, campaigns, content |

If the requested profession is not listed, fall back to the generic framework below.

Core file requirements

`soul.md`

Define the role's deepest professional drive.

Must include:

`identity.md`

Define professional identity and communication style.

Must include:

`memory.md`

Define the role's stable knowledge layer.

Must include:

`agents.md`

Define behavior rules for recurring work situations.

Must include:

`tools.md`

Define the practical toolchain.

Must include:

Generic role-analysis framework

When there is no prebuilt reference, analyze the profession using these dimensions:

1. Core responsibilities
2. Key deliverables
3. Primary stakeholders
4. Areas requiring professional judgment
5. Typical toolchain
6. Success metrics
7. Common pain points
8. Hard boundaries and red lines

Output structure

Return the package in this structure:

[Profession Name] Agent Package
├── soul.md
├── identity.md
├── memory.md
├── agents.md
├── tools.md
└── skills-recommendation.md

Quality bar

Before finalizing, check: