pyr0ball
f11a38eb0b
App: Peregrine Company: Circuit Forge LLC Source: github.com/pyr0ball/job-seeker (personal fork, not linked)
108 lines
4.8 KiB
Markdown
108 lines
4.8 KiB
Markdown
# Session Handoff — Generalization Implementation
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**Date:** 2026-02-24
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**For:** Next Claude session implementing the public fork
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---
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## Current State
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The personal version (`/devl/job-seeker/`) is **complete and working** on `main`.
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### What was completed in the 2026-02-24 session
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- Survey Assistant page (`app/pages/7_Survey.py`) — text paste + screenshot via moondream2
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- Vision Service (`scripts/vision_service/`) — FastAPI on port 8002, `job-seeker-vision` conda env
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- LLM Router `images=` parameter — vision-aware routing
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- `survey_responses` table + `survey_at` column in SQLite
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- Kanban consolidation — applied+survey as pre-kanban section; offer+hired merged column
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- `survey_received` email classifier label
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- Forgejo remote: https://git.opensourcesolarpunk.com/pyr0ball/job-seeker.git
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### Remote repo
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```
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git remote: https://git.opensourcesolarpunk.com/pyr0ball/job-seeker.git
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branch: main (up to date as of 2026-02-24)
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```
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---
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## What to Implement Next
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Follow the plan at `docs/plans/2026-02-24-job-seeker-app-generalize.md`.
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The design doc is at `docs/plans/2026-02-24-generalize-design.md`.
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**Target directory:** `/Library/Development/devl/job-seeker-app/` (new repo, no shared history)
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**CRITICAL:** Do NOT start implementing the public fork until explicitly asked. The user confirmed this.
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---
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## Complete List of Hardcoded Personal References
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Everything that must be extracted into `config/user.yaml` via a `UserProfile` class:
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| File | Hardcoded value | Generalized as |
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|------|----------------|----------------|
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| `company_research.py` | `"Alex Rivera"` in prompts | `profile.name` |
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| `company_research.py` | `_NDA_COMPANIES = {"upguard"}` | `profile.nda_companies` |
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| `company_research.py` | `_SCRAPER_DIR = Path("/Library/...")` | bundled in Docker image |
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| `generate_cover_letter.py` | `SYSTEM_CONTEXT` with Alex's bio | `profile.career_summary` |
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| `generate_cover_letter.py` | `LETTERS_DIR = Path("/Library/...")` | `profile.docs_dir` |
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| `4_Apply.py` | contact block (name/email/phone) | `profile.*` |
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| `4_Apply.py` | `DOCS_DIR = Path("/Library/...")` | `profile.docs_dir` |
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| `5_Interviews.py` | email assistant persona "Alex Rivera is a Customer Success..." | `profile.name + profile.career_summary` |
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| `6_Interview_Prep.py` | `"Alex"` in interviewer prompts | `profile.name` |
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| `7_Survey.py` | `_SURVEY_SYSTEM` — "The candidate values collaborative teamwork..." | `profile.career_summary` or survey persona field |
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| `scripts/vision_service/main.py` | `model_id = "vikhyatk/moondream2"`, `revision = "2025-01-09"` | `config/llm.yaml` vision_service block |
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| `match.py` | `RESUME_PATH = Path("/Library/...Alex_Rivera_Resume...")` | configurable in Settings |
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| `Home.py` | `"Alex's Job Search"` | `f"{profile.name}'s Job Search"` |
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| `finetune_local.py` | all `/Library/` paths + `"alex-cover-writer"` | `profile.*` |
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| `2_Settings.py` | `PFP_DIR`, host service paths (manage-services.sh etc.) | removed / compose-driven |
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| `config/llm.yaml` | hard-coded `base_url` values | auto-generated from `user.yaml` |
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---
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## New Components to Dockerize
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### Vision Service
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- Currently: `job-seeker-vision` conda env, port 8002, `manage-vision.sh`
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- In public fork: separate container in `single-gpu` / `dual-gpu` profiles only
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- In `remote` / `cpu` profiles: vision falls back to cloud backends
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- Model configurable via env var in container (default: moondream2)
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### CompanyScraper
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- Currently: `/Library/Development/scrapers/companyScraper.py` (external path)
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- In public fork: bundled directly in the app image at a fixed internal path
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---
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## Key Architectural Decisions (from design doc)
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1. **`UserProfile` class** wraps `config/user.yaml` — imported everywhere personal data is used
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2. **Four Docker Compose profiles:** `remote`, `cpu`, `single-gpu`, `dual-gpu`
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3. **First-run wizard** gates the app until `config/user.yaml` exists (5-step flow)
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4. **No shared git history** with personal repo — fresh `git init` in target dir
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5. **`.env` file** generated by wizard (never hand-edited), gitignored, contains resolved paths
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6. **`config/llm.yaml` base URLs** are derived values auto-generated from `user.yaml` services block
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7. **Claude Code Wrapper + Copilot Wrapper** removed from Services tab entirely
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---
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## Files/Paths in Personal Repo to Reference
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- Entry point: `app/app.py`
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- All pages: `app/pages/`
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- DB helpers: `scripts/db.py` (single source of truth for schema)
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- LLM router: `scripts/llm_router.py`
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- Config: `config/llm.yaml`, `config/search_profiles.yaml`
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- Vision service: `scripts/vision_service/` (FastAPI + environment.yml)
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- Test suite: `tests/`
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---
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## Skill to Use
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When starting the generalization session:
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1. Load `superpowers:executing-plans` skill
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2. Reference `docs/plans/2026-02-24-job-seeker-app-generalize.md` as the plan
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3. Work task-by-task with review checkpoints
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