Agent skill

Job Intent Tracker

by Ali-Marandi in Ali-Marandi/Web-Scraper-Framework

帮助用户梳理求职意向、生成目标岗位画像,并维护一份结构化的"岗位投递追踪表"。当用户说"我想换工作 / 不知道投什么岗 / 帮我看看我适合什么岗位 / 帮我管理投递进度 / 我投了好几家但记不住状态了 / 想做一个求职 OKR / 整理一下求职方向",或上传简历但没说要改简历时,应该主动触发本 skill。本 skill 也适用于实习生、应届生、转行候选人在求职启动阶段做"自我盘点 +…

No licenceAuto-check passedBusiness, Finance & HR

Install Job Intent Tracker

skills CLI
$ npx skills add Ali-Marandi/Web-Scraper-Framework --skill job-intent-tracker -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Ali-Marandi/Web-Scraper-Framework job-intent-tracker --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Ali-Marandi/Web-Scraper-Framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/job-intent-tracker .claude/skills/job-intent-tracker && rm -rf skills-src

Use ~/.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/

Facts

Skill name
job-intent-tracker
GitHub stars
107
Token cost
~819 tokens
SKILL.md length
220 words
Files
8 (incl. scripts, references)
Skills in repo
12
Repo updated
First seen
Licence
None found

At a glance

帮助用户梳理求职意向、生成目标岗位画像,并维护一份结构化的"岗位投递追踪表"。当用户说"我想换工作 / 不知道投什么岗 / 帮我看看我适合什么岗位 / 帮我管理投递进度 / 我投了好几家但记不住状态了 / 想做一个求职 OKR / 整理一下求职方向",或上传简历但没说要改简历时,应该主动触发本 skill。本 skill 也适用于实习生、应届生、转行候选人在求职启动阶段做"自我盘点 +…

  • Works in 5 steps: 自我盘点(Background Intake) → 推荐求职方向 → 生成岗位画像(Target Profile) → …
  • Tasks that involve OKRs and executive reporting
  • SKILL.md covers 何时触发本 skill, 工作流程, 输出风格 and 与其他 skill 的协作, plus 1 more section
  • Runs Python scripts from its folder; calls python

What it does

Job Intent Tracker is an agent skill from Ali-Marandi/Web-Scraper-Framework. 帮助用户梳理求职意向、生成目标岗位画像,并维护一份结构化的"岗位投递追踪表"。当用户说"我想换工作 / 不知道投什么岗 / 帮我看看我适合什么岗位 / 帮我管理投递进度 / 我投了好几家但记不住状态了 / 想做一个求职 OKR / 整理一下求职方向",或上传简历但没说要改简历时,应该主动触发本 skill。本 skill 也适用于实习生、应届生、转行候选人在求职启动阶段做"自我盘点 + 目标画像 + 投递管理"三件事。

Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `references/keywords_finance.md`, `references/keywords_general.md` and `references/keywords_internet.md`).

It sits in Business, Finance & HR, covering OKRs and executive reporting. The repository describes itself as: Flexible and Scalable Web Scraping Framework.

When your agent uses it

  • Tasks that involve OKRs and executive reporting

Example prompts

  • “岗位投递追踪表”
  • “,或上传简历但没说要改简历时,应该主动触发本 skill。本 skill 也适用于实习生、应届生、转行候选人在求职启动阶段做”
  • “/job-intent-tracker”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. 自我盘点(Background Intake)
  2. 推荐求职方向
  3. 生成岗位画像(Target Profile)
  4. 创建投递追踪表
  5. 用 Artifact 做"求职看板"(可选但推荐)

What it can do on your machine

Read from SKILL.md and the folder at commit f8af4cd. 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

    Ships 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    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

Job Intent Tracker loads about 819 tokens when it runs, and up to ~3.8k if it reads all its reference files. Until then it costs about 58 tokens; SKILL.md has 220 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~58
When it runs · the whole SKILL.md, loaded when a task matches
~819
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.8k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 220 words (~819 tokens).

name
job-intent-tracker

Read the full SKILL.md on GitHub

Files

SKILL.md and 7 other files (scripts, references) in skills/job-intent-tracker of Ali-Marandi/Web-Scraper-Framework.

  • SKILL.md
  • references/keywords_finance.md
  • references/keywords_general.md
  • references/keywords_internet.md
  • references/keywords_tech.md
  • references/target_profile_template.md
  • scripts/init_tracker.py
  • scripts/profile_match.py

Open the folder on GitHubat commit f8af4cd

Compare with similar skills

Job Intent Tracker 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.

Job Intent Tracker compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Job Intent Tracker this skillAli-Marandi/Web-Scraper-Framework107—~819Automated safety check: PassNone
Replit Decksanqiufong/slides-from-anything1321 repos~2.9kAutomated safety check: PassApache-2.0
Advanced Analytics Dashboardsickn33/agentic-awesome-skills47k1 repos~3.3kAutomated safety check: PassMIT
Doca Flow TuneNVIDIA/skills3.5k—~4.8kAutomated safety check: PassApache-2.0
Large File Kpi AnalysisMichaelYang-lyx/AIDABench1111 repos~502Automated safety check: PassNone
Presentation Designcbrock84/headcount2k—~1.2kAutomated safety check: PassMIT

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Questions about Job Intent Tracker

What does Job Intent Tracker do?

帮助用户梳理求职意向、生成目标岗位画像,并维护一份结构化的"岗位投递追踪表"。当用户说"我想换工作 / 不知道投什么岗 / 帮我看看我适合什么岗位 / 帮我管理投递进度 / 我投了好几家但记不住状态了 / 想做一个求职 OKR / 整理一下求职方向",或上传简历但没说要改简历时,应该主动触发本 skill。本 skill 也适用于实习生、应届生、转行候选人在求职启动阶段做"自我盘点 +…. Job Intent Tracker is an agent skill from Ali-Marandi/Web-Scraper-Framework.

When should I use Job Intent Tracker?

Job Intent Tracker fits situations like: tasks that involve OKRs and executive reporting.

How do I install Job Intent Tracker in Claude Code?

Run `npx skills add Ali-Marandi/Web-Scraper-Framework --skill job-intent-tracker -a claude-code`. Or copy the skill folder (skills/job-intent-tracker in Ali-Marandi/Web-Scraper-Framework) into .claude/skills/job-intent-tracker in your project. Claude Code loads it when a task matches its description.

How do I install Job Intent Tracker in Codex?

Run `npx skills add Ali-Marandi/Web-Scraper-Framework --skill job-intent-tracker -a codex`. Or copy the skill folder (skills/job-intent-tracker in Ali-Marandi/Web-Scraper-Framework) into .agents/skills/job-intent-tracker in your project. Codex loads it when a task matches its description.

Can I use Job Intent Tracker 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 Ali-Marandi/Web-Scraper-Framework --skill job-intent-tracker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/job-intent-tracker, .gemini/skills/job-intent-tracker, .github/skills/job-intent-tracker and .opencode/skills/job-intent-tracker in your project.

What does Job Intent Tracker need to run?

Going by SKILL.md and its folder, Job Intent Tracker needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Job Intent Tracker 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 Job Intent Tracker 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Job Intent Tracker use?

No licence was found for Job Intent Tracker or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Job Intent Tracker use?

About 819 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3k tokens, read only when the agent opens those files.

What are the alternatives to Job Intent Tracker?

Skills that share tags, products or a category with Job Intent Tracker: Replit Deck (sanqiufong/slides-from-anything, 132 stars), Advanced Analytics Dashboard (sickn33/agentic-awesome-skills, 47k stars), Doca Flow Tune (NVIDIA/skills, 3.5k stars) and Large File Kpi Analysis (MichaelYang-lyx/AIDABench, 111 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Job Intent Tracker?

Ali-Marandi (a GitHub user) maintains it in Ali-Marandi/Web-Scraper-Framework, which has 107 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on August 31, 2026.

Source: Ali-Marandi/Web-Scraper-Framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.