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

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---
id: talent-pool-analysis
name: Talent Pool Analysis
description: Analyse the talent already known to this workspace — who is in it, how they score, and who is available.
category: hiring
pages:
- talent-pool
status: active
version: 1
triggers:
- talent pool
- pool health
- available talent
- who is available
- supply of talent
owliver:
enabled: true
suggestions:
- label: How healthy is the talent pool?
capability: summary
- label: Who is in the pool?
capability: table
- label: Strongest people in the pool
capability: list
capabilities:
- summary
- stats
- table
- list
- progress
- insight
responses:
summary:
title: Talent pool
source: talent.pool
stats:
title: Talent pool
source: talent.pool
table:
title: Talent pool
source: talent.pool
list:
title: Strongest in the pool
source: talent.pool
limit: 5
progress:
title: Talent pool
source: talent.pool
insight:
title: Talent pool
source: talent.pool
---
# Talent Pool Analysis
## Purpose
- Report who this workspace already knows and could place.
- Say how much of the pool has been assessed, and how much has not.
- Report availability and certification coverage.
## Capabilities
- Summarize pool size, how many are scored, and average score.
- List or tabulate people by score.
- Report how many have availability on file and how many are certified.
## Data
Reads `talent.pool`, which counts `WorkerProfile` records — their `krow_score`,
`availability`, `certifications` and stated role.
## Analysis
The average score is computed across **scored profiles only**. Counting an
unassessed profile as zero would report a healthy pool as poor in exact
proportion to how much of it nobody has got to yet — a figure that gets worse
as the pool grows, which is the opposite of what it should do.
An unscored person is reported as "Not yet scored" rather than shown with a
zero, because a zero reads as a bad assessment rather than an absent one.
## Output
Pool size, how many are scored and how many are not, average score across the
scored, availability and certification counts, then people ranked by score.
## Limitations
- This is supply, not applicants. Someone in the pool has not applied to anything
by being here, and must not be described as a candidate for a role.
- Availability is what a person stated on their profile, not a live calendar.
- A profile with no score is unassessed, which is not the same as being weak.