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Jobshout AI Agent Framework

Specialist agents that do the job — and stop for your approval.

Open-source agent orchestration from Workstation. Describe a job in plain English; the agent plans it, signs into your real tools, streams every step, and pauses before anything is sent, spent or deleted. Self-host it, or run it as a managed service.

Agents that finish work, not chats that describe it

Most AI tools give you text back. Jobshout gives you a completed job: a reply drafted in your mailbox, a pull request reviewed, a security report with reproduction steps, an SEO score with fix prompts, a researched brief with citations you can open. The agent does the work; you decide what ships.

jobshout.co.ukSEO Analyst blogTechnical brief

SEO Analyst AI Agent — analyse any website & fix SEO issues

在 YouTube 上观看: https://youtu.be/ACmTPIoH7Mc

Jobshout SEO Analyst AI Agent in Task Manager

Live analyse of workstation.co.uk — SEO score 44 with title, meta and H1 fix prompts.

Jobshout SEO Analyst AI Agent — Task Manager analysing workstation.co.uk (SEO score 44)

What Jobshout is

A place to delegate

Brief an agent the way you would a colleague — one sentence is usually enough.

A team of specialists

Built-in agents each with their own tools, prompt and rules — Mail, Career, Research, Articles, Security, PR review, Images, SEO Analyst and more.

Real tool use

Agents sign into Gmail, GitHub, job boards and live sites, then click through them like a person would.

Supervised by design

Mark which tools need a human decision. Those calls pause the run until you approve or reject.

One job, start to finish, in five moves

01

Describe the job

Type it in chat, or fill the short form the agent publishes. "Chase the two overdue invoices." "Review pull request 184." "Analyse this site for SEO."

02

The agent plans

It picks the tools it needs and asks for anything missing — a target URL, a repository, the sender to watch. It will not invent details it was not given.

03

It runs for real

Signed into your tools, one step at a time: search, open, read, cross-check, draft. Each step streams into the run as it happens.

04

It stops at the gate

Reach a gated tool and the run pauses mid-loop. State is saved; it resumes from that exact step when you approve — or takes your reason when you reject.

05

The result lands

A draft, report, brief or image arrives on your task board with artifacts and full step history. You review it, then send it yourself.

Give each agent a job

Specialists ship with Jobshout. Each owns a lane, brings its own tools, and answers in the same chat behind the same approval gate. Agents are modular — a new specialist registers its prompt, tools and launch form without touching the platform.

Mail Agent

Watch the senders you care about, research the thread, and leave a reply draft. Nothing is sent until you approve.

Career Agent

Evaluate a job posting against your profile and return a clear fit assessment.

Research Agent

Return cited findings you can open — SLAs, competitor notes, source-checked briefs.

Article Writer

File a draft article on the board with structure and artifacts attached.

Security Tester

Scan an authorised target and hand back a report with reproduction steps.

PR Reviewer

Review a GitHub pull request and leave structured feedback for your team.

Image Generator

Make one picture and store it on the board — no unattended posting.

SEO Analyst

Crawl a URL for title, meta, headings, robots and sitemap health. Improve proposes fixes; Publish applies via WordPress, OpsAPI or a git PR — with approval.

Everything around the agents

Tasks, projects and sprints

Every run becomes a task you can see, sort and reassign, with its output and artifacts attached. Group them into projects and plan them into sprints.

Multi-agent workflows

Chain specialists into a dependency graph. Steps with no prerequisites run at the same time; dependent steps wait for their inputs.

Jobs that repeat

Put a job on a cron schedule — the Monday chase, the morning research brief, the weekly article. Results land on the board as usual.

Skills, plugins and MCP

Teach an agent your own tools. Jobshout speaks the Model Context Protocol, so any MCP server you run becomes discoverable tools.

Bring your own model

OpenAI, Anthropic Claude, or a model running locally through Ollama — no API key leaving the building when you self-host.

Cost and traces

Per-run tokens, latency and USD cost. Export OpenTelemetry traces to Langfuse when you want to go deeper.

Run it on your own infrastructure

A Go API, a Next.js interface, PostgreSQL and MinIO for object storage. Start the whole stack with docker compose up, or deploy the Kubernetes manifests. Your data and your prompts stay where you put them.

Visit jobshout.co.uk

阅读更多

Blog: SEO Analyst AI Agent
Technical brief: SEO Analyst
Multi-agent teams
WSL Vault

Meet your first agent

An AI teammate you can trust to get work done. Describe the job — a sentence is enough. Explore Jobshout on the product site, or talk to Workstation about deploying the framework for your team.

Open jobshout.co.ukContact Workstation