wehub-resource-sync
70 lines
2.5 KiB
Markdown
70 lines
2.5 KiB
Markdown
# Mode: reply-watch — Classify Replies & Reconcile Tracker
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Classify employer replies and generate an action digest to reconcile the application tracker. This workflow separates real application progress (e.g. interviews, offers, rejections) from recruiting noise and marketing alerts, and recommends tracker status updates.
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Local-first, human-in-the-loop: **nothing here auto-updates without user confirmation.** Recommended status updates are displayed as recommendations and require explicit user approval before modifying the tracker.
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## Purpose
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- Classify reply candidates into candidate-facing categories (`Interview`, `Responded`, `Need Action`, `Rejected`, `Offer`, `Auto-confirmation`, `Noise`, `Unknown`).
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- Match candidates to active tracker rows in `data/applications.md` based on company names, role titles, and domain matching.
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- Generate a concise review digest highlighting updates, signals, and evidence.
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- Prompt for human-in-the-loop tracker status updates.
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## Inputs
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- `data/reply-candidates.json` — Normalized reply candidates (subject, body, sender, signal)
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- `data/applications.md` — Application tracker (source of truth)
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- `data/follow-ups.md` — Follow-up history (for contact matching)
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## Invocation
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Run the reply-watch command:
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```bash
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node reply-watch.mjs
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```
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Or pass a custom candidates file path:
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```bash
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node reply-watch.mjs path/to/candidates.json
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```
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## Step 1 — Review the Digest
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The script will analyze candidate replies and output a structured digest:
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```text
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Today: 3 application updates need review
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1. 杭州赢云贸易有限公司 — PY01_python开发工程师
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Type: Interview
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Signal: resume passed + AI WeChat mini-program interview
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Evidence: 简历通过; 邀您面试; AI微信小程序面试
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Suggested tracker update: Interview
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2. Example Labs — Full-stack Engineer
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Type: Rejected
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Evidence: 很遗憾; 暂不匹配
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Suggested tracker update: Rejected
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3. Zhaopin job alert
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Type: Noise
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Evidence: 邀请投递; 立即投递
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Suggested tracker update: none
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```
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## Step 2 — Confirm Tracker Updates
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If the script identifies recommended updates (e.g. `Applied` → `Interview`), it lists the changes and prompts for confirmation:
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```text
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Suggested status updates to apply:
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#2 Example Labs (Full-stack Engineer): Applied → Rejected
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Apply recommended status updates to data/applications.md? (y/N):
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```
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Type `y` or `yes` to apply the changes. The script will rewrite the matched rows in `data/applications.md` and rebuild the derived SQLite index.
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