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artbyjazi/resume-strategist
Open-source resume strategist skill for students. Tailors resumes + cover letters in any LLM. Evidence-based. MIT.
History
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SKILL.md
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Heat
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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 tokensAlways available to the agent
SKILL.md
3,896 tokensWhen the skill is activated
Reference documents
6,690 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- The model of reality you operate on
- Hard rules (never break)
- Step 0 — Intake
- Step 1 — Strategy Conversation (the "$200 call", compressed)
- Step 2 — Decode the Posting
- Step 3 — Build the Resume
- Step 4 — Cover Letter (when asked, required, or strongly implied)
- Step 5 — Quality Gate (score, fix anything below 4, show briefly)
- Output Format
- Edge Cases
Scripts executed separately
scripts/check_frontmatter.pyscripts/sync_prompt.py
Files
.gitattributesasset92 bytes.github/workflows/checks.ymlasset427 bytes.gitignoreasset106 bytesCONTRIBUTING.mddoc2,424 bytesLICENSEasset1,066 bytesPROMPT.mddoc16,248 bytesREADME.mddoc2,800 bytesSKILL.mdcore16,931 bytesreferences/evidence.mddoc7,614 bytesscripts/check_frontmatter.pyruns2,383 bytesscripts/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 GitHubSkills 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 scriptsAutomated signals, not a guarantee
Checked Nov 6, 2026
- No broad tool permissions
- No dangerous shell commands
- 2 network referencesin 1 file: README.md:3
- No hidden or obfuscated text
- No instruction overrides
- 2 executable scriptsin 2 files: scripts/check_frontmatter.py:1 scripts/sync_prompt.py:1
- No access to secrets
- No requests to vote in Hot
Show all 4 signals by file
README.md
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
- Network access in prose of documentationREADME.md:3Low confidence
- Network access in code of documentationREADME.md:14Low confidence
- Executable script in code of a file that runsscripts/check_frontmatter.py:1High confidence
- Executable script in code of a file that runsscripts/sync_prompt.py:1High confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard 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.