Ats Detector
mohitagw15856/pm-claude-skills
Work out which applicant tracking system a job uses from its application link, and give the formatting rules that system parses safely.
A specialized skill that provides resume keyword strategies and formatting guidelines for passing ATS (Applicant Tracking Systems).
Install Ats Optimizer
$ npx skills add revfactory/harness-100 --skill ats-optimizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install revfactory/harness-100 ats-optimizer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/en/65-personal-branding/.claude/skills/ats-optimizer .claude/skills/ats-optimizer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ats-optimizer" agent skill from https://github.com/revfactory/harness-100/tree/main/en/65-personal-branding/.claude/skills/ats-optimizer into .claude/skills/ats-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ats-optimizer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/revfactory/harness-100/tree/main/en/65-personal-branding/.claude/skills/ats-optimizerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add revfactory/harness-100 --skill ats-optimizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install revfactory/harness-100 ats-optimizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/en/65-personal-branding/.claude/skills/ats-optimizer .agents/skills/ats-optimizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ats-optimizer" agent skill from https://github.com/revfactory/harness-100/tree/main/en/65-personal-branding/.claude/skills/ats-optimizer into .agents/skills/ats-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ats-optimizer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add revfactory/harness-100 --skill ats-optimizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install revfactory/harness-100 ats-optimizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/en/65-personal-branding/.claude/skills/ats-optimizer .cursor/skills/ats-optimizer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ats-optimizer" agent skill from https://github.com/revfactory/harness-100/tree/main/en/65-personal-branding/.claude/skills/ats-optimizer into .cursor/skills/ats-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ats-optimizer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/revfactory/harness-100.git --path en/65-personal-branding/.claude/skills/ats-optimizer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add revfactory/harness-100 --skill ats-optimizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install revfactory/harness-100 ats-optimizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/en/65-personal-branding/.claude/skills/ats-optimizer .gemini/skills/ats-optimizer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ats-optimizer" agent skill from https://github.com/revfactory/harness-100/tree/main/en/65-personal-branding/.claude/skills/ats-optimizer into .gemini/skills/ats-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ats-optimizer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install revfactory/harness-100 ats-optimizerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add revfactory/harness-100 --skill ats-optimizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/en/65-personal-branding/.claude/skills/ats-optimizer .github/skills/ats-optimizer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ats-optimizer" agent skill from https://github.com/revfactory/harness-100/tree/main/en/65-personal-branding/.claude/skills/ats-optimizer into .github/skills/ats-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ats-optimizer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add revfactory/harness-100 --skill ats-optimizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install revfactory/harness-100 ats-optimizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/en/65-personal-branding/.claude/skills/ats-optimizer .opencode/skills/ats-optimizer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ats-optimizer" agent skill from https://github.com/revfactory/harness-100/tree/main/en/65-personal-branding/.claude/skills/ats-optimizer into .opencode/skills/ats-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ats-optimizer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ats-optimizer- GitHub stars
- 1.3k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 264 words
- Files
- 1
- Skills in repo
- 464
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A specialized skill that provides resume keyword strategies and formatting guidelines for passing ATS (Applicant Tracking Systems).
- Tasks that involve Recruiting and HR
- SKILL.md covers Target Agents, ATS Parsing Principles, Keyword Optimization Strategy and Achievement Quantification…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Ats Optimizer is an agent skill from revfactory/harness-100. A specialized skill that provides resume keyword strategies and formatting guidelines for passing ATS (Applicant Tracking Systems). Used by the resume-writer agent to create ATS-friendly resumes and maximize JD matching rates. Automatically applied in contexts such as 'ATS optimization', 'resume keywords', 'JD matching', 'resume format', 'applicant tracking system', 'application pass rate', etc. Note: Directly accessing ATS software (Workday, Greenhouse) or handling actual recruitment processes is outside the…
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Business, Finance & HR, covering Recruiting and HR. It works with Workday. The licence is Apache-2.0.
When your agent uses it
- Tasks that involve Recruiting and HR
Example prompts
- “ATS optimization”
- “resume keywords”
- “JD matching”
- “/ats-optimizer”
Requirements
- Python 3
- Docker
What it can do on your machine
Read from SKILL.md and the folder at commit 8e8d35c. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ats Optimizer loads about 1.3k tokens when it runs. Until then it costs about 137 tokens; SKILL.md has 264 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 264 words, ~1,308 tokens.
Download SKILL.mdSave it as
.claude/skills/ats-optimizer/SKILL.md (or your agent's skills folder).- name
- ats-optimizer
- description
- A specialized skill that provides resume keyword strategies and formatting guidelines for passing ATS (Applicant Tracking Systems). Used by the resume-writer agent to create ATS-friendly resumes and maximize JD matching rates. Automatically applied in contexts such as 'ATS optimization', 'resume keywords', 'JD matching', 'resume format', 'applicant tracking system', 'application pass rate', etc. Note: Directly accessing ATS software (Workday, Greenhouse) or handling actual recruitment processes is outside the scope of this skill.
ATS Optimizer — ATS Pass Optimization Tool
A specialized skill that enhances the resume-writer agent's ATS optimization capabilities.
Target Agents
- resume-writer — ATS-friendly resume writing, keyword optimization
ATS Parsing Principles
How ATS Reads Documents
1. Text extraction (PDF/DOCX -> Plain Text)
2. Section recognition (Experience, Education, Skills, etc.)
3. Keyword extraction + frequency analysis
4. Matching score calculation against JD keywords
5. Ranking and submission to recruiterATS-Compatible Formatting Rules
| Item | Recommended | Not Recommended |
|---|---|---|
| File Format | DOCX > PDF | Image PDF, HTML |
| Layout | Single column | Multi-column, table-based |
| Font | Arial, Calibri, Georgia | Special fonts |
| Headers | Text headers | Image/icon headers |
| Bullets | Standard bullets (-, *) | Custom graphic bullets |
| Section Names | Use standard names | Creative names |
Standard Section Names (Ordered by ATS Recognition Rate)
- Work Experience / Professional Experience
- Education
- Skills / Technical Skills
- Certifications
- Projects
- AwardsKeyword Optimization Strategy
JD Keyword Extraction Process
1. Copy the full JD text
2. Extract the following types of keywords:
- Hard Skills: Programming languages, tools, frameworks
- Soft Skills: Leadership, communication, problem-solving
- Industry Terms: Domain-specific terminology
- Action Verbs: Designed, built, optimized, led
- Qualifications: Degrees, certifications, years of experience
3. Count frequency and prioritize
4. Naturally incorporate into the resumeKeyword Density Guide
| Keyword Type | Recommended Count | Placement |
|---|---|---|
| JD Core Keywords (3-5) | 2-3 times | Summary, Experience, Skills |
| JD Supporting Keywords (5-10) | 1-2 times | Experience, Projects |
| Industry Terms | 1 time | Distributed naturally |
Keyword Matching Methods
| JD Expression | Resume Reflection | Principle |
|---|---|---|
| "Python experience required" | "Built data pipelines using Python" | Action + Result |
| "Team leading experience" | "Led a 5-person dev team, completed 3 projects" | Quantification |
| "CI/CD experience" | "Built and operated CI/CD pipelines using Jenkins/GitHub Actions" | Specific tools |
Achievement Quantification Formula (STAR-Q)
Quantification Patterns
[Action Verb] + [Specific Activity] + [Quantitative Result]
Examples:
- "Designed and built an API server, reducing response time by 40% and achieving 1M daily transactions"
- "Introduced code review process, reducing post-deployment bugs by 60%"
- "Led a 5-person team to launch MVP within 3 months, acquiring 5,000 users"Quantifiable Metric Types
| Category | Example Metrics |
|---|---|
| Performance | Response time, throughput, error rate, availability |
| Efficiency | Time savings, cost savings, automation rate |
| Scale | User count, traffic, data size |
| Team | Team size, mentees |
| Business | Revenue contribution, customer acquisition, conversion rate |
Section-by-Section ATS Optimization
Professional Summary (3-4 lines)
[Title/Role] + [Core Experience] + [Differentiating Competency] + [Quantitative Achievement]
Example:
"Backend developer with 7 years of experience designing and operating large-scale traffic processing systems.
Designed microservice architectures based on Java/Spring Boot,
built systems handling 100M daily transactions.
Reduced operational costs by 35% through AWS infrastructure optimization."Work Experience
[Company] | [Title] | [Duration]
- [Action Verb] [Specific activity] achieving [Quantitative result]
- [Include JD keywords] [Achievement description]
- [Mention tech stack] [Project scale/impact]Skills Section
Technical Skills:
- Languages: Python, Java, TypeScript, SQL
- Frameworks: Spring Boot, React, FastAPI
- Infrastructure: AWS (EC2, RDS, Lambda), Docker, Kubernetes
- Tools: Git, Jenkins, Grafana, Jira
(List technologies from the JD using exact notation)ATS Score Self-Assessment
| Check Item | Weight | Status |
|---|---|---|
| 80%+ of JD core keywords included | 30% | [ ] |
| Standard section names used | 15% | [ ] |
| Single-column layout | 10% | [ ] |
| Achievements quantified (2+ per role) | 20% | [ ] |
| ATS-compatible file format | 10% | [ ] |
| Standard fonts, no tables | 5% | [ ] |
| Abbreviations written with full names | 5% | [ ] |
| No spelling/grammar errors | 5% | [ ] |
© revfactory, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in en/65-personal-branding/.claude/skills/ats-optimizer of revfactory/harness-100.
Open the folder on GitHubat commit 8e8d35c
Compare with similar skills
Ats Optimizer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ats Optimizer this skillrevfactory/harness-100 | 1.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Ats Detectormohitagw15856/pm-claude-skills | 1.4k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Get Jobagentenatalie/get-job.skill | 623 | — | ~1.7k | Automated safety check: Pass | CC-BY-NC-ND-4.0 | |
| Resume Reviewerweeelin98/ResumeDom | 158 | — | ~2.4k | Automated safety check: Pass | None | |
| Build Resume Portfolio Sitetao943/build-resume-portfolio-site | 195 | — | ~5.8k | Automated safety check: Pass | None | |
| Cyber Resume Reviewermubix/cyber-resume-reviewer-skill | 182 | — | ~2.9k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Ats Optimizer
What does Ats Optimizer do?
A specialized skill that provides resume keyword strategies and formatting guidelines for passing ATS (Applicant Tracking Systems). Ats Optimizer is an agent skill from revfactory/harness-100. A specialized skill that provides resume keyword strategies and formatting guidelines for passing ATS (Applicant Tracking Systems).
When should I use Ats Optimizer?
Ats Optimizer fits situations like: tasks that involve Recruiting and HR.
How do I install Ats Optimizer in Claude Code?
Run `npx skills add revfactory/harness-100 --skill ats-optimizer -a claude-code`. Or copy the skill folder (en/65-personal-branding/.claude/skills/ats-optimizer in revfactory/harness-100) into .claude/skills/ats-optimizer in your project. Claude Code loads it when a task matches its description.
How do I install Ats Optimizer in Codex?
Run `npx skills add revfactory/harness-100 --skill ats-optimizer -a codex`. Or copy the skill folder (en/65-personal-branding/.claude/skills/ats-optimizer in revfactory/harness-100) into .agents/skills/ats-optimizer in your project. Codex loads it when a task matches its description.
Can I use Ats Optimizer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add revfactory/harness-100 --skill ats-optimizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ats-optimizer, .gemini/skills/ats-optimizer, .github/skills/ats-optimizer and .opencode/skills/ats-optimizer in your project.
What does Ats Optimizer need to run?
SKILL.md names no scripts, command-line tools or credentials: Ats Optimizer is instructions for the agent only. Our summary lists: Python 3; Docker.
Does Ats Optimizer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Ats Optimizer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Ats Optimizer use?
Ats Optimizer is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Ats Optimizer use?
About 1.3k tokens (SKILL.md is roughly 5.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Ats Optimizer?
Skills that share tags, products or a category with Ats Optimizer: Ats Detector (mohitagw15856/pm-claude-skills, 1.4k stars), Get Job (agentenatalie/get-job.skill, 623 stars), Resume Reviewer (weeelin98/ResumeDom, 158 stars) and Build Resume Portfolio Site (tao943/build-resume-portfolio-site, 195 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ats Optimizer?
revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,290 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.
Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.