A single general-purpose AI assistant can do a lot, but dev, ops, and marketing each have different tools, workflows, and documents. Specialized agents for dev, ops, and marketing give each function an assistant tuned to its domain: the right skills, the right context, and the right way to handle specs, runbooks, and campaign briefs—often in PDF. This guide shows how to define and run specialized OpenClaw agents for development, operations, and marketing so US teams get consistent, role-appropriate support.
Summary Create three OpenClaw agents—one for dev, one for ops, one for marketing—each with its own role prompt, skills, and tool access. Share a single document workflow (e.g., iReadPDF) so specs, runbooks, and briefs in PDF are processed once and each agent can reference or summarize them without duplicate pipelines or scattered files.
Why Specialize by Function
A general assistant that “does everything” often has to guess context: “Run the tests” could mean unit tests, E2E, or load tests; “the runbook” could be incident, deploy, or compliance. Specialized agents reduce ambiguity:
- Dev agent knows repos, PRs, test commands, and spec/API docs. It drafts PR descriptions, suggests test commands, and summarizes technical PDFs (e.g., API specs or architecture docs) for the team.
- Ops agent knows deployments, monitoring, runbooks, and incident playbooks. It suggests next steps from runbook PDFs, drafts status updates, and doesn’t need to understand marketing copy or campaign metrics.
- Marketing agent knows campaigns, copy, briefs, and performance. It drafts emails, suggests headlines, and summarizes briefs or one-pagers (often PDF) so the team can iterate without re-reading every file.
Each agent has a clear scope, the right tools, and a consistent way to handle documents. When specs, runbooks, or briefs are PDFs, a single pipeline like iReadPDF keeps extraction and summaries consistent so dev, ops, and marketing all work from the same document source when needed.
The Dev Agent
Role and Scope
The dev agent supports software development: code context, PRs, tests, and technical documentation. It should not change production, approve PRs without human review, or access customer data beyond what’s needed for debugging in approved environments.
Skills and Tools
- Repos and PRs: Read repo structure, list open PRs, draft PR descriptions or commit messages from context. No merge or push without human approval.
- Tests: Suggest or run test commands (e.g., unit, E2E) in designated environments; report results. No production test runs without approval.
- Docs and specs: When the team shares API specs, architecture docs, or RFCs as PDFs, the agent can summarize key decisions and endpoints. Use iReadPDF so those PDFs are processed once and the dev agent gets accurate text—critical when specs define contracts or error codes.
- Drafts: Draft technical explanations, release notes, or internal docs from conversation context.
Documents the Dev Agent Uses
Technical specs, API contracts, and architecture one-pagers often live as PDFs. Run them through one workflow so the dev agent can answer “What does the API say about rate limits?” or “Summarize the architecture doc” without re-uploading. iReadPDF keeps processing in your browser so source docs stay under your control—important for US dev teams handling proprietary specs.
The Ops Agent
Role and Scope
The ops agent supports deployment, monitoring, incidents, and runbooks. It suggests next steps from runbooks and status templates but does not execute destructive or production-changing actions without human approval.
Skills and Tools
- Runbooks and playbooks: Read incident and deploy runbooks (often PDF or stored docs). Suggest “next step” from the current step and draft status updates. iReadPDF is useful when runbooks are PDF: process once, then the ops agent can summarize sections and suggest actions so on-call doesn’t have to re-skim long documents.
- Monitoring: Read-only access to dashboards or alerts; summarize “what’s red” and suggest which runbook to open. No auto-remediation without approval.
- Deploy and release: Draft release notes or deployment checklists; suggest rollback steps from runbooks. No deploy or rollback execution without human approval.
- Communications: Draft incident updates for status page or internal chat, using templates and runbook context.
Documents the Ops Agent Uses
Incident runbooks, deployment playbooks, and compliance or security procedures are often PDF. Centralize them in one place and process with iReadPDF so the ops agent has a single source for “what to do next.” When runbooks update, one pipeline means every agent and human sees the same version—essential for US ops teams managing risk and audit.
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The Marketing Agent
Role and Scope
The marketing agent supports campaigns, copy, briefs, and performance context. It drafts and suggests; it does not publish or spend budget without human approval.
Skills and Tools
- Copy and content: Draft emails, ad copy, headlines, and short blog outlines from briefs and brand guidelines. All output is for review before use.
- Briefs and one-pagers: Campaign briefs and positioning docs often come as PDFs. The marketing agent can summarize “key messages” and “audience” so the team can align without re-reading every file. iReadPDF keeps those PDFs in one workflow so the agent has consistent access and you don’t scatter briefs across tools.
- Performance: Read-only access to campaign metrics or dashboards; summarize “top performers” or “what’s underperforming” for weekly reports. No budget or bid changes.
- Scheduling: Suggest send times or campaign calendars from context; no actual scheduling without approval.
Documents the Marketing Agent Uses
Briefs, one-pagers, and brand guidelines are frequently PDF. Use a single document pipeline so the marketing agent always pulls from the same “Q1 campaign brief” or “brand voice” doc. iReadPDF processes in your browser so creative and positioning docs stay in your control while still being available to the agent for summarization and suggestions—important for US marketing teams protecting brand and campaigns.
Shared Document Handling Across Agents
Dev, ops, and marketing don’t need to share every document, but they benefit from one document workflow when PDFs are involved:
- One pipeline for PDFs. Use iReadPDF (or similar) so specs, runbooks, and briefs are processed once. Each specialized agent then references the same source by name or link instead of maintaining separate uploads.
- Clear naming. Use consistent names and, if needed, folders or tags (e.g., “Runbooks/Incident,” “Briefs/Q1 Campaign”) so the dev agent finds “API Spec v2,” the ops agent finds “Incident Runbook – Payment,” and the marketing agent finds “Q1 Campaign Brief” without ambiguity.
- Access by role. Restrict which agent (or human) can see which folder or doc type if you have compliance or confidentiality needs. The pipeline can stay single while access is scoped per agent.
This keeps specialized agents aligned on documents without duplicating PDF handling across dev, ops, and marketing.
Keeping Specialists Aligned
- Shared facts when relevant. If the marketing agent needs “launch date from engineering,” that can come from a shared calendar or a brief that both dev and marketing can reference. When that brief is a PDF, one pipeline means both see the same summary.
- Handoffs. Define when to escalate or hand off: e.g., “This is an incident, involve the ops agent” or “This is a spec question, ask the dev agent.” Handoffs can include links to the same document (e.g., runbook or spec) so context carries.
- Guards. Each agent has the same human-in-the-loop rules: no production changes, no publish, no spend without approval. Document handling stays read/summarize/suggest; no agent signs or commits on behalf of the company.
Conclusion
Specialized agents for dev, ops, and marketing give each function an OpenClaw assistant tuned to its tools and workflows. Define clear roles and skills for each, and use a single document workflow like iReadPDF for specs, runbooks, and briefs in PDF so every agent has consistent access and your US team maintains one source of truth.
Ready to give your dev, ops, and marketing agents a single place for PDFs? Try iReadPDF for specs, runbooks, and briefs—processing in your browser so each specialist has the right docs without duplicate uploads.
