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Codex/scraper mcp#5

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DengNaichen merged 4 commits intomainfrom
codex/scraper-mcp
Feb 7, 2026
Merged

Codex/scraper mcp#5
DengNaichen merged 4 commits intomainfrom
codex/scraper-mcp

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💡 Codex Review

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Reviewed commit: 26e813923c

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Comment on lines 27 to 29
2. Run an LLM fill pass to replace placeholder bullets in each `resume.tex` before compile.
3. Run `career_tailor` once per batch.
4. Use only `career_tailor.successful_items` for `finalize_resume_batch`.

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P1 Badge Run career_tailor before requiring resume.tex edits

This workflow order is not executable for new shortlist items: step 2 requires editing data/applications/<slug>/resume/resume.tex, but that file is only created when career_tailor runs (see the tool contract and process_item_tailoring materialization step in mcp-server-python/tools/career_tailor.py). On a first pass there is nothing to edit, so the skill either blocks immediately or proceeds to career_tailor with placeholders and gets item-level validation failures, preventing successful_items from reaching finalize_resume_batch.

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Preflight check before `career_tailor`:

```bash
rg -n "WORK-BULLET-POINT-|AI-PROJECT-BULLET-|BE-PROJECT-BULLET-" data/applications/*/resume/resume.tex

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P2 Badge Avoid preflight rg on a glob that may match no files

This preflight command fails on fresh runs because data/applications/*/resume/resume.tex often matches nothing before any tailoring workspace exists, and ripgrep treats the resulting literal/nonexistent path as an OS error (exit code 2) rather than “no matches.” That makes the documented “Expected: no matches” state unreachable for first-time batches and can halt the flow before career_tailor bootstraps artifacts.

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@DengNaichen DengNaichen merged commit 4ab1d65 into main Feb 7, 2026
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@DengNaichen DengNaichen deleted the codex/scraper-mcp branch February 7, 2026 08:11
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