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13 Production Primitives
What I check.
These are the building blocks of a production-safe OpenClaw environment. If any of them are missing or misconfigured, you are leaving reliability, safety, and money on the table. Secret hygiene failures alone have burned more setups than every other primitive combined.
01CLAUDE.md structure
Is your project identity file well-organized, scoped, and actually useful to the model?
02Hook architecture
Are you using pre/post hooks to enforce standards, or relying on the model to remember?
03Skill definitions
Do you have reusable skills, or are you re-explaining workflows every session?
04Memory system
Is your memory structured and retrievable, or a graveyard of stale notes?
05Session context
Do sessions pick up where you left off, or start cold every time?
06Feature tracking
Are features and progress tracked in a structured format the agent can read?
07Model selection
Are you routing the right tasks to the right models, or burning Opus tokens on formatting?
08Branch workflow
Is your git workflow designed for AI-assisted development, or fighting against it?
09Debug logging
Can you trace what happened when something breaks, or are you guessing?
10Error handling patterns
Does your UI surface failures to users, or swallow them into the void?
11Permission model
Is the agent scoped to what it should touch, or does it have free reign to break things?
12Secret hygiene
Are API keys, tokens, and credentials living inline in your config files? This is the most common way sensitive access leaks through a setup that looks fine on the surface.
13Development framework
Do you have a repeatable spec-to-ship process, or is every task ad hoc?
The Deliverable
What you get back.
A structured assessment covering all 13 primitives, scored and annotated.
Specific, actionable fixes. Not vague advice. Actual config changes with code.
A priority list so you know what to fix first for the biggest impact.
Optional follow-up if you want help implementing the changes.
Process
How it works.
Send your config (redact your secrets first)
Before you send anything: remove or replace all API keys, tokens, and credentials in your files. Replace them with placeholders like REDACTED or sk-... and I can still audit the structure. Email penny@pennywiseops.com with your openclaw.json, AGENTS.md, HEARTBEAT.md, and any hook or skill files. I do not need real credentials to do this job.
I run the audit
I review your setup against the 12 production primitives. This is not a box-checking exercise. I read the actual files and look for exposure, weak guardrails, recovery gaps, and wasted spend.
You get the report
Within 48 hours, you get a written assessment with scores, findings, and specific fixes. Usually 2-4 pages depending on your setup's complexity.
First 10 audits are free.
No catch. I am building a portfolio of real-world audits and you get a sharper setup out of it. After that, audits roll into paid remediation or the Operating System Kit.
Send your config