aut-harvest-cv-gen

Generates fact-grounded tailored .docx CVs and cover letters from candidate experience in ruvector.db.

Repository: RajAbey68/buzz-factory
Last source activity: July 30, 2026 at 15:59
Detected SKILL.md language: English
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name	aut-harvest-cv-gen
description	Generates fact-grounded tailored .docx CVs and cover letters from candidate experience in ruvector.db.
author	AutHarvest / Hermes
version	1.0.0

Fact-Grounded CV & Cover Letter Generation Skill

This Hermes skill generates tailored .docx CVs and cover letters customized for shortlisted jobs, strictly grounded against verified career data (ruvector.db).

Commands & Usage

1. Generate Tailored CV

python3 /Users/arajiv/AutumnHarvest/scripts/run_generation.py --job_id <UUID> --output_dir /Users/arajiv/AutumnHarvest/outputs

2. Fact-Grounding Provenance Audit

Before saving the document, the skill verifies:

Every job title and employment date exists in ruvector.db.
No metric or achievement percentage is fabricated.
ATS keywords are matched naturally without keyword-stuffing flags.

Output Assets

Tailored CV: /Users/arajiv/AutumnHarvest/outputs/CV_Rajiv_<Company>_<Date>.docx
Cover Letter: /Users/arajiv/AutumnHarvest/outputs/CL_Rajiv_<Company>_<Date>.docx

aut-harvest-cv-gen

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More from this repository

More from this repository

Fact-Grounded CV & Cover Letter Generation Skill

Commands & Usage

1. Generate Tailored CV

2. Fact-Grounding Provenance Audit

Output Assets

Fact-Grounded CV & Cover Letter Generation Skill

Commands & Usage

1. Generate Tailored CV

2. Fact-Grounding Provenance Audit

Output Assets