HR & RECRUITING

Near-Match Skills-Gap and Upskilling Plan Generator

For tenured employees who are a near-miss on an aspirational internal role, it identifies the exact missing skills and generates a personalized upskilling plan.

CategoryHR & Recruiting
EngineSim + Paperclip
Difficultyadvanced
Triggerwebhook
Steps6
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerEmployee submits role aspiration (webhook)HTTP webhook
  • ActionPull employee profile + target req from AirtableAirtableAirtable
  • LogicConfirm near-match (some requirements unmet)
  • ActionCompute skill gaps + draft upskilling plan with OpenAIOpenAI
  • ActionCreate tracked development plan page in NotionNotionNotion
  • OutputEmail plan with check-in date via GmailGmailGmail

What it does

Handles the employees who want a role they are not yet ready for. Instead of a flat rejection, it pinpoints the precise gaps between their current profile and the target role and produces a concrete development plan, turning a dead end into a retention win.

When to use it

Use it when ambitious tenured employees keep applying to stretch roles and bouncing off, with no clear path to close the gap. Best paired with an internal learning catalog.

How it works

  1. 1An employee submits a target-role aspiration via webhook.
  2. 2The flow pulls the employee profile and target req from Airtable.
  3. 3A logic step confirms they are a near-match (meets most but not all requirements); exact matches are routed straight to the apply flow instead.
  4. 4An OpenAI call computes the specific skill gaps and drafts a time-boxed upskilling plan with suggested resources.
  5. 5The plan is written to a tracked Notion page owned by the employee and their manager.
  6. 6Gmail delivers the plan with a check-in date so progress is revisited.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect HTTP webhookTrigger any URL on agent actions.
  2. 2
    Connect AirtableBases, tables, views, automations.
  3. 3
    Connect OpenAIModels, embeddings, files.
  4. 4
    Connect NotionPages, databases, comments.
  5. 5
    Connect GmailRead, draft, send, label.
  6. 6
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  7. 7
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  8. 8
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.