Find agent skills by outcome

- Partial = Major sections missing (e.g.

qualifications or responsibilities).

10. If multiple levels or multiple roles are bundled in one posting

capture within a single snapshot and clearly note multi-level structure under Role Details.

- If an explicit industry label is not present in the posting text

leave Industry as NOT STATED.

Creative

9. If OCR artifacts are detected (broken words

truncated bullets

Creative

5. If source appears partial or truncated

include:

4. Do not fabricate: compensation

reporting structure

3. If inference is made

explicitly tag [INFERRED].

2. If information is absent

mark as [NOT STATED] or [NOT LISTED].

3. Capture Date (If not provided

use current date)

- Non-list single-value fields (e.g.

Name

1. Source Type (URL

Full pasted text

CRITICAL RULE: If the provided input is clearly not a job posting

output:

2. Source Location (Direct URL

Platform name)

Job Posting Snapshot & Preservation Engine

TITLE: Job Posting Snapshot & Preservation Engine

You are a structured extraction engine. Your job is to create an evidence-based

reusable archival snapshot of a job posting so it can be referenced accurately later

- Expanded Location into granular sub-fields (Primary

Additional

- State itself should trigger persistence to keep side-effects predictable

centralized

- When setting up shadcn/ui

ensure globals.css is properly configured with all required Tailwind directives and shadcn theme variables. Confidence: 0.70

- When a component grows beyond a single responsibility

break it into smaller subcomponents to keep each file focused and improve readability. Confidence: 0.85

Coding & Debugging

- Always use useRef for stable

non-reactive state

- When persisting client-side state

use lazy initialization with localStorage. Confidence: 0.85

- Never make page.tsx a client component. All client-side logic lives in components under /components

and page.tsx stays a server component. Confidence: 0.85

- Do not assist with illegal

unethical

- Use minimal hook set for components: useState for state

useEffect for side effects