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Write the job post
Describe the job so the right people apply.
For Recruiter · Knowledge pack and an independent checker
What are you writing?
One line is enough. Step 1 asks the rest in your AI app, and nothing is done until you approve the brief it writes.
In the case folder's materials/: The notes, documents or past examples it should rest on.
The 5 steps
- 01
Gather and frame
Then you approve, before the next step starts.
- 02
Outline
Then you approve, before the next step starts.
- 03
Draft
- 04
Independent check
- 05
Finish
How it does this well
One writer from the person's material, checked by a fresh reader. Not found and out of scope are valid answers here: it says so instead of guessing.
- How the field does this well
- Use structured instruments: the same questions, planned follow ups and a four level rubric with example answers.
- Remove names, photos and other proxies for protected traits in a script before any model reads a candidate's material. Keep the record IDs the person works with (employee, ticket or case numbers) so every finding names the row they will fix.
- Score only against the written rubric with evidence quoted.
- Draft instruments and plans; never rank people.
- Ground it first
Ask for, or look in materials/ for: the role's attributes and level, the competency framework, and the company's policies. If there is none, say plainly that the result rests on general defaults, and name them.
- What stays with the person
Every screening, hiring and people decision, and defining the role's attributes. Prepare these; never decide them.
- The check that makes it trustworthy
Proxies redacted before the model reads anything about a person, and every judgment quoted against the rubric.
- The person's own data
If the person has connected Google Drive / Docs / Sheets, Microsoft 365 (Excel, SharePoint, Teams), Notion, Slack, read their data through that connector instead of asking for exports, and say which source each number or fact came from. Without one, work from materials/.
The agents
checker- Checks a Cheatcode draft against its brief and its claims with fresh eyes, pass or fail per criterion.
Where things stay
- On your computer
- Your files in materials/, every result in outputs/, the work itself. It runs in your AI app, on the plan you already pay for.
- With Cheatcode
- The steps, the gates and how far each case has come, so a case survives closing the app. See your cases.