[Vue] Apply Workspace: Resume Highlights and Application Q&A missing #51

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opened 2026-04-02 17:30:09 -07:00 by pyr0ball · 1 comment

pyr0ball commented

2026-04-02 17:30:09 -07:00

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Problem

The Vue Apply Workspace is missing two high-value sections from the Streamlit apply page.

Missing features

Resume Highlights

Displays the user's resume experience entries (title / company / period / bullets)
Per-bullet copy buttons for pasting into ATS forms
Copy buttons for: job title, start date, end date, all duties, individual bullet points
Used when filling out "Work Experience" sections of online applications

Application Q&A

Textarea to paste an application question
"Generate Answer" button — produces an answer in the user's voice using their profile + the job description
Answer history (most recent first)
Per-answer copy button

Both sections are in the right-panel of the Streamlit apply page and are heavily used for long-form applications.

## Problem The Vue Apply Workspace is missing two high-value sections from the Streamlit apply page. ## Missing features ### Resume Highlights - Displays the user's resume experience entries (title / company / period / bullets) - Per-bullet copy buttons for pasting into ATS forms - Copy buttons for: job title, start date, end date, all duties, individual bullet points - Used when filling out "Work Experience" sections of online applications ### Application Q&A - Textarea to paste an application question - "Generate Answer" button — produces an answer in the user's voice using their profile + the job description - Answer history (most recent first) - Per-answer copy button Both sections are in the right-panel of the Streamlit apply page and are heavily used for long-form applications.

pyr0ball added this to the Paid Tier GA milestone 2026-04-02 17:30:09 -07:00

pyr0ball added the

enhancement

vue

labels 2026-04-02 17:30:09 -07:00

pyr0ball commented

2026-04-02 22:22:29 -07:00

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Owner

Implemented in this session.

Resume Highlights (left panel, after keyword gaps):

Fetches skills/domains/keywords from /api/settings/resume
Chips shown; those matching job keywords highlighted in accent color
Collapsible toggle

Application Q\u0026A (right panel, after ResumeOptimizer):

Full CRUD: add question, edit answer inline, delete
Save via PATCH /api/jobs/{job_id}/qa
Suggest answer via POST /api/jobs/{job_id}/qa/suggest (LLM, paid tier)
Collapsible per-question accordion

Backend (dev-api.py):

GET /api/jobs/{job_id}/qa — returns qa_items JSON column
PATCH /api/jobs/{job_id}/qa — saves full qa_items list
POST /api/jobs/{job_id}/qa/suggest — LLM-generated answer draft
_ensure_qa_column(db) lazily adds the column on first use
QAItem, QAPayload, QASuggestPayload Pydantic models

Cloud middleware also added in this session: per-request ContextVar resolves user DB path from X-CF-Session JWT header.

Implemented in this session. **Resume Highlights** (left panel, after keyword gaps): - Fetches skills/domains/keywords from `/api/settings/resume` - Chips shown; those matching job keywords highlighted in accent color - Collapsible toggle **Application Q\u0026A** (right panel, after ResumeOptimizer): - Full CRUD: add question, edit answer inline, delete - Save via `PATCH /api/jobs/{job_id}/qa` - Suggest answer via `POST /api/jobs/{job_id}/qa/suggest` (LLM, paid tier) - Collapsible per-question accordion **Backend** (`dev-api.py`): - `GET /api/jobs/{job_id}/qa` — returns `qa_items` JSON column - `PATCH /api/jobs/{job_id}/qa` — saves full qa_items list - `POST /api/jobs/{job_id}/qa/suggest` — LLM-generated answer draft - `_ensure_qa_column(db)` lazily adds the column on first use - `QAItem`, `QAPayload`, `QASuggestPayload` Pydantic models **Cloud middleware** also added in this session: per-request ContextVar resolves user DB path from `X-CF-Session` JWT header.

pyr0ball closed this issue

2026-04-02 22:22:36 -07:00