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krow_backend/skills/learning-analysis.md
2026-08-28 12:21:44 +05:30

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---
id: learning-analysis
name: Learning Analysis
description: Report what the training library holds and how far the workforce has progressed through it.
category: workforce
pages:
- krow-forge
status: active
version: 1
triggers:
- learning analysis
- training progress
- course progress
- training library
- what training
owliver:
enabled: true
suggestions:
- label: How is training progressing?
capability: progress
- label: What does the library hold?
capability: list
capabilities:
- summary
- progress
- list
- table
- stats
responses:
summary:
title: Training progress
source: workforce.training
progress:
title: Training progress
source: workforce.training
list:
title: Training paths
source: workforce.training
table:
title: Training paths
source: workforce.training
stats:
title: Training progress
source: workforce.training
---
# Learning Analysis
## Purpose
- Report what the training library holds.
- Report how far the workforce has progressed against it.
## Capabilities
- Summarize training paths and progress against them.
- List or tabulate the paths in the library.
## Data
Reads `workforce.training`, the existing source behind the Forge progression
views.
## Analysis
Progress is counted against the paths the library actually defines, so adding a
path changes the denominator rather than being reported as a sudden fall in
completion.
## Output
Training paths with progress against each.
## Limitations
- A skill in Forge is something a person learns and is verified in. It is not an
Owliver capability, and the two must not be described as the same thing.
- Progress is personal to the signed-in worker where their record is loaded, and
library-level otherwise.
- This reports progression, not whether the training is any good.