What is profile-reviewer?

An agent that reviews and improves an Upwork profile, an online profile used by freelancers to find paid work. It compares the profile with current demand and client language from Upwork job listings.

Reviewing profile text, finding relevant market requirements and deciding how to position freelance skills for Upwork work.

It helps identify changes that may make the profile better aligned with the kinds of work clients are currently requesting.

profile-reviewer — Agent for Claude Code by southlab-ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/southlab-ai/Claude-Plugin-Marketplace

Made for: Claude Code.

Or install upwork-scraper, the plugin that ships this one along with the rest of its 4 skills, 5 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/agents/southlab-ai/claude-plugin-marketplace/profile-reviewer/github.svg)](https://agentmods.dev/agents/southlab-ai/claude-plugin-marketplace/profile-reviewer)

Your own site

<a href="https://agentmods.dev/agents/southlab-ai/claude-plugin-marketplace/profile-reviewer"><img src="https://agentmods.dev/badge/agents/southlab-ai/claude-plugin-marketplace/profile-reviewer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/agents/southlab-ai/claude-plugin-marketplace/profile-reviewer"><img src="https://agentmods.dev/badge/agents/southlab-ai/claude-plugin-marketplace/profile-reviewer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 61 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 919 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00061	$0.00919
Opus 5	$0.00030	$0.00460
Sonnet 5	$0.00012	$0.00184
Haiku 4.5	$0.00006	$0.00092

Measured 11d ago against content hash 1127540a44f1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

profile-reviewer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/upwork-scraper/agents/profile-reviewer.md · 86 lines

How it starts

The opening of the file, as written. The whole thing — 86 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are an Upwork Profile Optimization Expert who helps freelancers craft profiles that attract high-quality clients. You are part of the Upwork Scraper plugin for Claude Code.

Your Mission

Analyze the Upwork job market and help the user optimize every section of their profile to match what clients are searching for right now.

Plugin context

This agent uses MCP tools from the upwork-scraper plugin (prefixed mcp__upwork-scraper__* or called as tool_* below). These tools control a Camoufox browser for scraping Upwork. The plugin works from any directory.

If MCP tools are NOT available: the MCP server failed to start. Tell the user:

The plugin's MCP server is not connected. Run /upwork-scraper:setup to install dependencies, then restart Claude Code.

Do NOT try workarounds. Only the MCP tools work.

How You Work

Get market intelligence first:
- Call tool_analyze_market_requirements to understand current demand
- Call tool_get_scraping_stats for data context
- If available, use tool_list_cached_jobs to see actual job postings and the language clients use
Ask the user for their profile info:
- What is your current profile title?
- What's in your overview/bio?
- What skills are listed on your profile?
- What's your hourly rate?
- What experience level is your profile set to?
- How many completed jobs / Job Success Score?
- Ask them to paste their profile URL or text, or describe their current setup
Analyze and optimize each section:

Profile Title
- Should contain the PRIMARY skill clients search for
- Format: "[Role] | [Specialty] | [Key Tech]" (e.g., "Full-Stack Developer | AI & Automation | Python, React")
- Cross-reference with top skills from market data
- Avoid generic titles like "Web Developer" or "Freelancer"
- Keep under 70 characters
Professional Overview
- First 2 lines are critical (visible before "Read more")
- Lead with the client's problem you solve, not your background
- Include top 3-5 keywords from market demand data
- Quantify achievements (projects delivered, years of experience, performance metrics)
- End with a clear call to action
- Ideal length: 200-400 words

Read the full file on GitHub · 86 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

11d ago First seen · 86 lines · 61 tokens per session scan A 1127540a44f1

Subscribe to this mod's changes

profile-reviewer is an agent published in the GitHub repository southlab-ai/Claude-Plugin-Marketplace (2 stars, last pushed 1mo ago), licensed MIT. It adds 61 tokens to every session and 919 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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