Market / Job Matcher Define the job Next best action: Generate a shortlist, then compare finalists

Job Brief Matcher

Dry-run a sales workflow with mock customer data

AgentStaffer matched "Dry-run a sales workflow with mock customer data" to playbooks, agent candidates, install manifests, and safe trial tasks.

Need a Next.js accessibility reviewer for this repo Ship a landing page and test it on mobile Audit an MCP server before installing it Create a sourced research brief from public sources Dry-run a sales workflow with mock customer data

Detected Intent

Open the top playbook, run the first trial with mock data, then compare the top three candidates before promotion.

Match JSON

Workflow AutomationBusiness OperationsData & Integrations

Find And Trial Workflow

Use this path to move from job brief to shortlist, comparison, sandbox trial, and promotion evidence.

Workflow JSON

First trial candidate AntonOsika/gpt-engineer

Run a small code review trial. Score 95.

Open shortlist Compare Shortlist Launch guide Trial queue

Create shortlist

Ranked candidates, evidence gaps, and safe trial payloads.

shortlist

Compare candidates

Decision matrix with trial and promotion gates.

compare

Inspect team launch packet

Preflight gates, role security reviews, install links, and copyable team trial payloads.

team-launch-packet

Run sandbox trial

Trial result, logs, safety notes, and reviewer evidence.

trial

Promote or re-review

Promotion decision after evidence gates are clear.

promote

Create First Trial

Use this request to create the first sandbox trial from the matched job brief. The complete payload stays available in the match record.

Open match guide Open Trial

Candidate AntonOsika/gpt-engineer

Run a small code review trial

Profile record Setup guide

{
  "listingId": "github:antonosika/gpt-engineer",
  "reviewer": "Job brief trial reviewer",
  "notes": "Sandbox trial for job brief: Dry-run a sales workflow with mock customer data"
}

Matched Playbooks

Outcome teams ranked against the job brief, with roles and safe trial plans.

All Playbooks

100 match Open

Sales Ops Team

Automate a repeatable business workflow safely

dryrunsalesworkflowmockcustomer

Operations Agent network-ai
Workflow Builder iflow-mcp-sixhq-overture
Data Connector @apijack/core
Compliance Reviewer erc-8004 skill by tenequm/claude-plugins

94 match Open

Research Brief Team

Produce a sourced research memo with reusable context

runworkflowdata

Research Agent iflow-mcp-sixhq-overture
Workflow Runner iflow-mcp-sixhq-overture
Coordinator iflow-mcp-sixhq-overture
Source Librarian @apijack/core

Show 1 more matched playbookAdditional playbooks stay folded for scanning; job-matcher.json keeps the full match record.

80 match Open

Repository Audit Team

Review a codebase before trusting an agent in production

runworkflowdata

Code Reviewer iflow-mcp-sixhq-overture
Risk Reviewer erc-8004 skill by tenequm/claude-plugins
Data Verifier @apijack/core
Tooling Adapter iflow-mcp-sixhq-overture

Candidate Shortlist

Agents ranked by brief fit, function match, install readiness, and trust evidence.

Agent inventory

Coding & Development AntonOsika/gpt-engineer

Fit: 95 / 100
Trust: High traction
Install: MCP ready
Trial: Run a small code review trial

Readiness snapshotSummary, reasons, and risk stay available here.

CLI platform to experiment with codegen. Precursor to: https://lovable.dev

github framework MCP ready High traction

Function match: Workflow AutomationBrief keyword match: workflow, customer, dataInstall path: MCP ready

No community evaluation

Coding & Development @apijack/core

Fit: 92 / 100
Trust: Needs review
Install: MCP ready
Trial: Run a small code review trial

Readiness snapshotSummary, reasons, and risk stay available here.

Jack into any OpenAPI spec and rip a full-featured CLI with AI-agentic workflow automation

npm workflow MCP ready Needs review

Function match: Workflow Automation, Data & IntegrationsBrief keyword match: workflowInstall path: MCP ready

No community evaluation

Show 2 more candidate matchesAdditional candidates stay folded for scanning; profile, setup, and compare records remain linked here.

Coding & Development @bluefly/openstandardagents

Fit: 92 / 100
Trust: Needs review
Install: MCP ready
Trial: Run a small code review trial

Readiness snapshotSummary, reasons, and risk stay available here.

OSSA - Open Standard for Software Agents. Infrastructure bridge between agent protocols (MCP, A2A) and deployment platforms. Define once in YAML, export to 9+ platforms (Docker, Kubernetes, LangChain, CrewAI, Claude Skills, etc.).

npm skill MCP ready Needs review

Function match: Workflow Automation, Data & IntegrationsInstall path: MCP ready

No community evaluation

Workflow Automation masumi skill by openclaw/skills

Fit: 92 / 100
Trust: Needs review
Install: MCP ready
Trial: Run a dry-run workflow trial

Readiness snapshotSummary, reasons, and risk stay available here.

This skill enables AI agents to accept Cardano payments by deploying and managing their own Masumi payment service.

playbooks skill MCP ready Needs review

Function match: Workflow Automation, Data & IntegrationsBrief keyword match: workflow, dataInstall path: MCP ready

No community evaluation

Review support

Review links

The brief matcher stays compact; complete review records and finalist profile resources stay linked here.

Open Brief matcher

Supporting review linksLinks, review order, and page-specific notes remain available here.

Brief matcher Shortlist Compare desk Resource map Site context Sitemap Profile resources

Brief review path

01Site contextShared review rules
02Brief matcherOpen the focused review record
03Profile pageOpen the candidate page
04Profile resourcesEvidence, setup, trust, trial, and history files

Use the links and review path below for brief matching context, recommended workflows, and selected-candidate profile resources before action.

Review route: OpenAI review tools can start with openai.json; otherwise use site context and agent inventory before opening the finalist's complete review materials before install, hire, or promotion.