Growth & Measurement
- KPI hierarchy and funnel logic
- Plan versus actual performance review
- Tracking QA and confidence labels
- Anomaly detection and optimization decisions
KhaiTriOS · Reusable Practice
Playbooks turn experience into repeatable execution.
Each playbook will combine principles, inputs, decision rules, checklists, templates and a definition of done.
New in v1.0.0
The first public operating library is complete.
The Freelance Delivery System completes the set with qualification, scope, pricing, change control, acceptance and handover.
Web Systems
- Website Delivery System — published
- SEO and GEO release checklist
- Core Web Vitals optimization
- Spreadsheet-powered content workflows
Automation & AI
- Automation opportunity and risk test
- Observable data and deployment pipelines
- AI collaboration contract and evidence rules
- Human review, runbooks and privacy boundaries
Freelance Delivery
- Opportunity qualification and discovery
- Scope, proposal and pricing logic
- Delivery rhythm and change control
- QA, acceptance, handover and maintenance
Playbook anatomy
Useful guidance needs more than a checklist.
Every mature playbook will explain when to use it, what evidence is required, which trade-offs matter and how success is verified.
INPUT
Required context
Data, constraints, stakeholders and the minimum information needed before work begins.
RULES
Decision logic
How options are compared using impact, effort, risk, maintainability and strategic fit.
OUTPUT
Deliverables
Clear artifacts, owners, review points and a standard that makes completion observable.
LEARNING
Feedback loop
Results, exceptions and lessons feed back into the next version of the playbook.