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Production Agent Builder
by
wholeinsoul
· GitHub ↗
· v1.0.0
· MIT-0
200
Downloads
0
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0
Active Installs
1
Versions
Install in OpenClaw
/install production-agent-builder
Description
Structured 8-step framework for building production AI agents. Use when designing a new AI agent, planning agent architecture, building an automated workflow...
Usage Guidance
This skill is a guidance document (no code, no installs) and appears internally consistent with its stated purpose. Before using it in production: (1) verify the source/author (no homepage is provided), (2) when you implement the design, provide only the minimal credentials required for each connector (apply least privilege), (3) enforce the suggested safeguards — gate high-risk actions behind human approval and enable auditing/logging, and (4) review any platform-specific integrations (email, Slack, DBs, vector stores) for where data will be stored or transmitted to avoid unintended data exposure.
Capability Analysis
Type: OpenClaw Skill
Name: production-agent-builder
Version: 1.0.0
The skill bundle is a purely instructional framework for designing AI agents. It contains no executable code, scripts, or network calls. The instructions in SKILL.md and references/guide.md guide the agent to help users plan agent architectures, emphasizing safety measures like human-in-the-loop approvals for high-risk actions (Step 6). There are no indicators of data exfiltration, malicious execution, or prompt injection.
Capability Assessment
Purpose & Capability
The name and description match the SKILL.md and references/guide.md content: both provide an 8-step framework for designing production agents. The guidance about inputs, tools, memory, safeguards, interfaces, and testing is appropriate for an 'agent builder' skill.
Instruction Scope
The instructions stay within the stated purpose — they are a planning/design framework. They recommend connecting to external tools (email, Slack, DBs, vector stores) and logging tool calls, which is expected for a design guide but implies implementers will later need to attach credentials and tooling. The SKILL.md does not itself instruct reading system files, environment variables, or sending data to hidden endpoints.
Install Mechanism
No install spec and no code files are present (instruction-only). That minimizes risk because nothing will be written to disk or fetched automatically during install.
Credentials
The skill declares no required environment variables or credentials, which is proportional. However, its recommendations (attach data tools, action tools, vector stores, etc.) mean that any real implementation of the design will require external API keys/credentials; users should apply least-privilege and provide only the necessary credentials at implementation time.
Persistence & Privilege
always is false and the skill is user-invocable. It does not request persistent presence, system configuration changes, or access to other skills' configs. The default ability for an agent to invoke the skill autonomously is normal and not, by itself, a concern here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install production-agent-builder - After installation, invoke the skill by name or use
/production-agent-builder - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
8-step framework for building production AI agents. Covers task selection, step mapping, I/O spec, system prompts, memory design, safeguards, interfaces, and testing. Based on Storm & Storm methodology.
Metadata
Frequently Asked Questions
What is Production Agent Builder?
Structured 8-step framework for building production AI agents. Use when designing a new AI agent, planning agent architecture, building an automated workflow... It is an AI Agent Skill for Claude Code / OpenClaw, with 200 downloads so far.
How do I install Production Agent Builder?
Run "/install production-agent-builder" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Production Agent Builder free?
Yes, Production Agent Builder is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Production Agent Builder support?
Production Agent Builder is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Production Agent Builder?
It is built and maintained by wholeinsoul (@wholeinsoul); the current version is v1.0.0.
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