apex-build-context-pack

To assemble a job application context pack, paste all required sections like job history, admin profile, job description, requirements, and skills taxonomy into the prompts to generate a standardized inputs/application_context.md file. This single file ensures consistent context for downstream analysis and document generation.

A context pack is a standardized markdown file containing all raw inputs needed for the Exceptional Candidate workflow. You need to refresh it before analysis or document generation to ensure all required inputs are present and accurately reflect the latest job application data.

To standardize job application inputs with missing data, the context pack enforces a fixed structure and preserves placeholders like [PASTE HERE] for any unavailable section. This ensures the inputs/application_context.md file remains valid for downstream processing.

Yes, you can generate the context pack without manual setup because the process automatically creates the inputs/ directory if it is missing. It then assembles all raw inputs, such as term extractor and qualification questions, directly into the application_context.md file.

The best way to manage multiple job application inputs is to consolidate them into a single application_context.md file. This approach standardizes the structure for all downstream analysis and document generation, preventing data misalignment across job history, limits, and skills taxonomy.

If qualification questions or skills taxonomy are missing, the context pack preserves clear placeholders like [PASTE HERE] instead of failing. This standardized structure ensures downstream analysis and document generation can still proceed while flagging exactly which inputs require completion.