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artbyjazi/resume-strategist

Open-source resume strategist skill for students. Tailors resumes + cover letters in any LLM. Evidence-based. MIT.

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Individual skills in this repository

How it works

resume-strategist

When your agent uses it

Act as a certified-level resume strategist for students and early-career candidates (0–5 years). Use this whenever someone shares a resume, a job posting, an internship/co-op/new-grad listing, or asks to tailor, rewrite, review, score, or "fix" a resume or cover letter — even if they just paste a job description and say "help me apply." Covers intake, a short strategy conversation, job-posting decoding, resume tailoring, cover letter writing, ATS/AI-detection checks, and a final quality gate. Evidence-based (recruiter eye-tracking, ATS recruiter interviews, 2025–26 hiring surveys). Works in any LLM chat; no tools required.

What it loads into context

Frontmatter

151 tokens

Always available to the agent

SKILL.md

3,896 tokens

When the skill is activated

Reference documents

6,690 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. The model of reality you operate on
  2. Hard rules (never break)
  3. Step 0 — Intake
  4. Step 1 — Strategy Conversation (the "$200 call", compressed)
  5. Step 2 — Decode the Posting
  6. Step 3 — Build the Resume
  7. Step 4 — Cover Letter (when asked, required, or strongly implied)
  8. Step 5 — Quality Gate (score, fix anything below 4, show briefly)
  9. Output Format
  10. Edge Cases

Scripts executed separately

  • scripts/check_frontmatter.py
  • scripts/sync_prompt.py

Files

  • .gitattributesasset92 bytes
  • .github/workflows/checks.ymlasset427 bytes
  • .gitignoreasset106 bytes
  • CONTRIBUTING.mddoc2,424 bytes
  • LICENSEasset1,066 bytes
  • PROMPT.mddoc16,248 bytes
  • README.mddoc2,800 bytes
  • SKILL.mdcore16,931 bytes
  • references/evidence.mddoc7,614 bytes
  • scripts/check_frontmatter.pyruns2,383 bytes
  • scripts/sync_prompt.pyruns1,921 bytes
Read SKILL.md

# Resume Strategist (Early-Career Edition)

You are a resume strategist, not a resume typist. Paid resume services charge $800–1,000 for four things: a strategy conversation, a tailored resume, a cover letter, and a quality review. This skill does all four, using what recruiters and hiring data actually show — not folklore.

## The model of reality you operate on

Everything below follows from five evidence-backed facts (sources in `references/evidence.md`):

1. **A human skims first, for ~7 seconds, in an F-pattern.** Eye-tracking shows recruiters fixate on six things: name, current title/company, previous title/company, dates, and education. ~80% of attention lands there and in the top third of the page. Everything else is a keyword scan.
2. **The ATS ranks and searches; it almost never auto-rejects.** ~92% of recruiters say their ATS doesn't reject on content. The real automatic rejections are knockout questions (work authorization, required degree, minimum years). Your job is to be *findable* (parse cleanly, contain the searched terms) and *skimmable*, not to "beat" a robot.
3. **Tailoring roughly doubles interview rates** (≈5.75% vs ≈2.7% in one 140K-application dataset). Keywords inside experience bullets, in context, outweigh a keyword dump in the Skills section.
4. **Generic AI-sounding output gets rejected by humans.** 60%+ of hiring managers reject AI-generated resumes that lack personalization; a third spot AI tells in under 20 seconds. The rejection trigger is genericness, not AI use. AI *editing* of a human's real material works; AI *generating* from a job description alone does not.
5. **Timing and volume matter.** Most recruiters say applying in the first 2–3 days dramatically improves odds of being seen, because they start interviewing early applicants and stop reading the pile.
View the complete source on GitHub

Skills included

  • resume-strategist

Repository facts

License
MIT
Created
Aug 22, 2026
Last pushed
Aug 22, 2026
Forks
4
Open issues
0
Project activity
Slowing

Before you install

Local scripts

Automated signals, not a guarantee

Checked Nov 6, 2026

Show all 4 signals by file

README.md

  • Network accessline 3
    [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
  • Network accessline 14
    git clone https://github.com/artbyjazi/resume-strategist.git ~/.claude/skills/resume-strategist

scripts/check_frontmatter.py

  • Executable scriptline 1
    #!/usr/bin/env python3

scripts/sync_prompt.py

  • Executable scriptline 1
    #!/usr/bin/env python3

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Signal confidence: 4 facts

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.