AI SKILLS FOR HR

AI SKILLS FOR HR

Build a Sourcing Plan

Build a Sourcing Plan

Know where to look, what to search and what to say.

Know where to look, what to search and what to say.

What it does

Build a Sourcing Plan is a free AI skill that turns a job description into a sourcing plan: target profiles, adjacent talent pools, Boolean search strings for LinkedIn and Google, outreach drafts and a weekly activity plan. It's for recruiters and sourcers.

It works in Claude, ChatGPT, Microsoft Copilot and other AI Assistants.

You give it

You give it

  • A job description or hiring brief, with the must-have skills

  • Location and working pattern

  • Optional: pay range, start date, your sourcing hours, companies to avoid, past finalists, your referral scheme

You get

You get

  • 2–3 target profiles and adjacent talent pools

  • Warm sources first: past finalists, past applicants and a referral ask for your team

  • Ready-to-use Boolean search strings for LinkedIn and Google

  • 2–3 outreach drafts and a follow-up

  • A weekly plan, funnel targets, risks and what to try next

How it helps

It works like a sourcing strategy template, filled in from your notes and role material. It asks for anything missing, such as companies to avoid or your weekly sourcing hours, then drafts the plan to a fixed structure.

Skills, not pedigree

Target profiles are built from the must-haves, with the job titles people actually use, not from schools or named employers alone. Adjacent pools, such as people in other industries, career changers and returners, are defined by skills and experience, with a note on what each may need to learn.

Searches built on skills

The skill is instructed never to filter search strings by age, gender, nationality or other protected characteristics, or by stand-ins such as graduation year. The strings are for manual use, within each platform's terms.

Honest numbers

Reply rates and funnel targets are labelled as assumptions unless you supplied real figures, so you can replace them with your own after the first weeks. The plan includes a check-in with the hiring manager at the end of week one.

Why we think it's useful

It starts with the people you already know, past finalists and referrals. Only then does it move to cold searches, with strings, messages and a weekly plan sized to the hours you actually have.

It starts with the people you already know, past finalists and referrals. Only then does it move to cold searches, with strings, messages and a weekly plan sized to the hours you actually have.

It starts with the people you already know, past finalists and referrals. Only then does it move to cold searches, with strings, messages and a weekly plan sized to the hours you actually have.

BEFORE

BEFORE

BEFORE

The recruiter's request

The recruiter's request

The recruiter's request

need a sourcing plan asap. Data Engineer @ Larkspur Energy, remote from Spain or Portugal. Must: Python, SQL, building pipelines (Airflow or similar), cloud (AWS pref). Nice: dbt, energy/IoT data. €50–62k. HM is Rui. 1 hire, wants start in ~10 wks. I have maybe 5 hrs/week. We interviewed 2 good people for a similar role in spring, one (C.M.) went elsewhere, other (P.S.) no budget at the time. Don't approach anyone at Voltara (client).

need a sourcing plan asap. Data Engineer @ Larkspur Energy, remote from Spain or Portugal. Must: Python, SQL, building pipelines (Airflow or similar), cloud (AWS pref). Nice: dbt, energy/IoT data. €50–62k. HM is Rui. 1 hire, wants start in ~10 wks. I have maybe 5 hrs/week. We interviewed 2 good people for a similar role in spring, one (C.M.) went elsewhere, other (P.S.) no budget at the time. Don't approach anyone at Voltara (client).

need a sourcing plan asap. Data Engineer @ Larkspur Energy, remote from Spain or Portugal. Must: Python, SQL, building pipelines (Airflow or similar), cloud (AWS pref). Nice: dbt, energy/IoT data. €50–62k. HM is Rui. 1 hire, wants start in ~10 wks. I have maybe 5 hrs/week. We interviewed 2 good people for a similar role in spring, one (C.M.) went elsewhere, other (P.S.) no budget at the time. Don't approach anyone at Voltara (client).

AFTER

AFTER

AFTER

From the finished plan

From the finished plan

From the finished plan

Profile

Profile

Profile

Titles to search

Titles to search

Titles to search

Skills and tools

Skills and tools

Skills and tools

Why they fit

Why they fit

Why they fit

A. Data engineer

A. Data engineer

A. Data engineer

Data Engineer, Big Data Engineer, ETL Developer

Data Engineer, Big Data Engineer, ETL Developer

Data Engineer, Big Data Engineer, ETL Developer

Python, SQL, Airflow, AWS

Python, SQL, Airflow, AWS

Python, SQL, Airflow, AWS

Direct match on all must-haves

Direct match on all must-haves

Direct match on all must-haves

B. Analytics engineer moving to engineering

B. Analytics engineer moving to engineering

B. Analytics engineer moving to engineering

Analytics Engineer, BI Engineer

Analytics Engineer, BI Engineer

Analytics Engineer, BI Engineer

dbt, SQL, Python

dbt, SQL, Python

dbt, SQL, Python

Has the nice-to-have; check pipeline depth

Has the nice-to-have; check pipeline depth

Has the nice-to-have; check pipeline depth

C. Backend developer with data work

C. Backend developer with data work

C. Backend developer with data work

Backend Engineer, Python Developer

Backend Engineer, Python Developer

Backend Engineer, Python Developer

Python, AWS, pipelines, Kafka

Python, AWS, pipelines, Kafka

Python, AWS, pipelines, Kafka

Strong Python and cloud; SQL to confirm

Strong Python and cloud; SQL to confirm

Strong Python and cloud; SQL to confirm

Silver medallists: P.S. (no budget last time). Contact first.

Silver medallists: P.S. (no budget last time). Contact first.

Silver medallists: P.S. (no budget last time). Contact first.

Profile A, LinkedIn Boolean

Profile A, LinkedIn Boolean

Profile A, LinkedIn Boolean

("data engineer" OR "big data engineer" OR "ETL developer") AND python AND SQL AND (airflow OR dagster OR prefect) AND (AWS OR "amazon web services")

("data engineer" OR "big data engineer" OR "ETL developer") AND python AND SQL AND (airflow OR dagster OR prefect) AND (AWS OR "amazon web services")

("data engineer" OR "big data engineer" OR "ETL developer") AND python AND SQL AND (airflow OR dagster OR prefect) AND (AWS OR "amazon web services")

Message 1: The work Hi [name], I saw your [pipeline / Airflow project]. At Larkspur Energy we are building data pipelines for [TBC: short product detail]. We are hiring a Data Engineer, remote from Spain or Portugal, €50–62k, travel [TBC]. Open to a 15-minute call to hear more? How we use your data: [Link: privacy notice]

Message 1: The work Hi [name], I saw your [pipeline / Airflow project]. At Larkspur Energy we are building data pipelines for [TBC: short product detail]. We are hiring a Data Engineer, remote from Spain or Portugal, €50–62k, travel [TBC]. Open to a 15-minute call to hear more? How we use your data: [Link: privacy notice]

Message 1: The work Hi [name], I saw your [pipeline / Airflow project]. At Larkspur Energy we are building data pipelines for [TBC: short product detail]. We are hiring a Data Engineer, remote from Spain or Portugal, €50–62k, travel [TBC]. Open to a 15-minute call to hear more? How we use your data: [Link: privacy notice]

Fictional company, role, candidate and people.

Get this skill

Free to use and adapt. Provided as is: AI tools don't always follow instructions, so check every output.

Free to use and adapt. Provided as is: AI tools don't always follow instructions, so check every output.

Free to use and adapt. Provided as is: AI tools don't always follow instructions, so check every output.

Which AI do you use?

Closing the predictive-validity loop requires structured pre-hire data on every requisition. Assessment scores. Behavioral profiles. Hard-skills signals including AI fluency. Without that dataset, you cannot correlate pre-hire signals with post-hire QoH. You cannot tune the next cohort sharper than the last. The hiring system stays static. The score drifts.

Bryq builds the pre-hire dataset that makes the loop possible.

Claude

ChatGPT

Microsoft Copilot

Something else (Gemini, Mistral and others)

Before you use: use an AI your company has approved, share only what the task needs (initials or IDs work), and check every draft.

Before you use: use an AI your company has approved, share only what the task needs (initials or IDs work), and check every draft.

Before you use: use an AI your company has approved, share only what the task needs (initials or IDs work), and check every draft.

Better with Bryq

Already use Bryq? Add your assessment results.

Link your Bryq account to your AI assistant, and five skills can include your candidates' Bryq results. For example, your debrief shows them next to the interview notes, and your follow-up questions focus on where the two differ. The link only reads data; it never changes anything in Bryq. Results you bring into a chat are shared with your AI provider, like anything else you paste in. Every skill works fully without it.

FAQ

Find answers to the most frequently asked questions

No. It only prepares. You review every message and send it yourself; it doesn't contact anyone or post anything.
Only facts from your role material: pay if you gave it, location and travel. Anything else is left as a [placeholder] for you to fill, and each first message ends with a placeholder for your privacy notice link.
No. Unless you supplied your own figures, every rate is labelled as an assumption to adjust with real data. The plan also suggests what to try if the numbers fall short, such as changing the message angle or revisiting a must-have with the manager.
Start from the must-have skills, not the job title. Define two or three target profiles and the adjacent pools worth searching, contact past finalists and ask for referrals first, then run Boolean searches with prepared messages and a weekly activity target. The skill drafts each of these from your job description.
Yes, it's free, and no Bryq account is needed. It works in Claude, ChatGPT, Microsoft Copilot and any other assistant you can paste instructions into.

Related skills

Improve a Job Description

Improve a Job Description

Improve a Job Description

PREVIOUS STEP

PREVIOUS STEP

PREVIOUS STEP

Get the ad right before you start reaching out.

Compare your shortlist on the criteria, not on gut feel.

Get the ad right before you start reaching out.

Build a Structured Interview Kit

Build a Structured Interview Kit

Build a Structured Interview Kit

NEXT STEP

NEXT STEP

NEXT STEP

The same fair interview for every candidate you find.

The same fair interview for every candidate you find.

The same fair interview for every candidate you find.

All 12 AI skills for HR

All 12 AI skills for HR

All 12 AI skills for HR

Every skill, from the hiring brief to the development plan.

Every skill, from the hiring brief to the development plan.

Every skill, from the hiring brief to the development plan.

Better hiring starts
with better evidence.

Bryq measures cognitive ability, personality traits, and hard skills including AI fluency in one integrated candidate profile.

Better hiring starts
with better evidence.

Bryq measures cognitive ability, personality traits, and hard skills including AI fluency in one integrated candidate profile.

Better hiring starts
with better evidence.

Start hiring based on

real data.