CFA Analyzing — Full Measurement Model & Manuscript

Open-source skill.

Read reference/specs/output-variation-protocol.md before every generation.

Workflow

Step	Responsibility	Executor	Document	Input	Output
Additional tests	Run Additional Tests	Main Agent	workflow/step04-run-additional-tests.md	Prior step output	Reliability + validity code/prose
Subgroup	Analyze Subgroups	Main Agent	workflow/step05-analyze-subgroups.md	Prior step output	Measurement invariance code/prose
Modeling	Fit Models	Main Agent	workflow/step06-fit-models.md	Prior step output	Alternative CFA models
Comparison	Compare Models	Main Agent	workflow/step07-compare-models.md	Prior step output	Cross-model synthesis
Manuscript	Generate Manuscript	Main Agent	workflow/step08-generate-manuscript.md	Prior step output	methods.md + results.md

Additional Inputs

Collect if missing:

• target discipline / journal style
• whether theory allows correlated residuals or cross-loadings
• planned grouping variable for invariance
• whether ordinal indicators should force a categorical estimator

Output Structure

output/
├── methods.md
├── results.md
├── tables/
├── figures/
├── references.bib
├── code.R
└── code.py

Key References

File	Purpose
reference/specs/output-variation-protocol.md	Output quality variation
reference/specs/code-style-variation.md	Code style diversity
reference/patterns/sentence-bank.md	SEM wording variants
reference/rules/reporting-standards.md	CFA reporting rules