How Worker Templates Transform Multi‑Agent Collaboration in Cloud‑Native Environments

01 Without Worker Template

When no Worker template is used, the execution flow typically follows four steps: (1) the user initiates a task; (2) the Agent interprets the problem description; (3) it searches or matches suitable Skills; (4) it assembles and runs the steps in the current context to produce a result.

This approach works for exploratory tasks but, as similar tasks repeat, teams encounter common pain points: each task requires re‑assembly of capabilities, the order of Skill usage is not fixed, output structures drift with context, and proven experience is hard to reuse.

02 Using Worker Template

A Worker template is more than a simple configuration; it captures a complete, proven solution for a class of problems, including the Skill combination, execution constraints, output structure, and SOP.

When defining a template, teams answer questions such as which Skills to use, which steps are mandatory, which execution constraints must be enforced, how the output should be organized, and which checks belong in the SOP.

Typical scenarios that benefit from Worker templates include pre‑sales proposal drafting, code review, release‑precheck, project kickoff and requirement breakdown, content production and channel rewriting, and standardized analysis tasks for specific business systems.

03 Worker Template: Stable Execution

Starting a Worker from a template gives similar tasks a consistent default execution path. This reduces the need for Agents to repeatedly search and organize abilities, leads to more uniform outputs, and allows teams to continuously optimise the template rather than fixing one‑off results.

04 Sharing, Distribution, and Maintenance

Worker templates can be published to a public Worker market, version‑controlled, and linked to testing and regression mechanisms. The market (HiMarket) is built on the Nacos AI Registry, providing registration, audit, discovery, and secure distribution of Skills and Workers.

Teams can also deploy private markets, hosting their own Skill and Worker registries for internal use.

05 Practical Case: Pre‑sales Proposal Team

In a pre‑sales context, the workflow is usually fixed: understand client background and core demands, clarify technical requirements, constraints and delivery boundaries, match existing solution capabilities, and output a draft proposal, risk analysis, and executive summary.

Without a Worker template, each step relies on ad‑hoc Agent actions. With a template, the process is standardised and the following Workers can be imported (names kept default):

sales‑engineer

sales‑proposal‑strategist

support‑executive‑summary‑generator

legal‑contract‑reviewer

After importing, the manager can ask the system to compose a team from these Workers and generate a pre‑sales proposal for a retail chain, specifying requirements such as multi‑store integration, membership points, coupons, SMS outreach, and integration with existing CRM, POS, and WeChat mini‑programs.

06 Conclusion

Worker templates provide a stable starting point for Agents, allowing mature practices to be codified, shared, versioned, tested, and safely distributed. They turn digital employees into reusable assets that can be managed like standard software components.

Quick Start

bash <(curl -sSL https://higress.ai/hiclaw/install.sh)

Import the Workers:

sales-engineer
sales-proposal-strategist
support-executive-summary-generator
legal-contract-reviewer