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

Need a Next.js accessibility reviewer for this repo

AgentStaffer matched "Need a Next.js accessibility reviewer for this repo" to playbooks, agent candidates, install manifests, and safe trial tasks.

Detected Intent

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

Match JSON
Coding & DevelopmentEvaluation & Safety

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 ui-test

Run a small code review trial. Score 76.

01
Create shortlist

Ranked candidates, evidence gaps, and safe trial payloads.

shortlist
02
Compare candidates

Decision matrix with trial and promotion gates.

compare
03
Inspect team launch packet

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

team-launch-packet
04
Run sandbox trial

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

trial
05
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 ui-test

Run a small code review trial

{
  "listingId": "mcpservers:agent-skills-browserbase-ui-test",
  "reviewer": "Job brief trial reviewer",
  "notes": "Sandbox trial for job brief: Need a Next.js accessibility reviewer for this repo"
}

Matched Playbooks

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

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

Candidate Shortlist

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

Agent inventory
Coding & Development
Fit
76 / 100
Trust
Needs review
Install
MCP ready
Trial
Run a small code review trial
Readiness snapshotSummary, reasons, and risk stay available here.

AI-powered adversarial UI testing via the browse CLI. Analyzes git diffs to test only what changed, or explores the full app to find bugs. Tests functional…

mcpservers skill MCP ready Needs review
Function match: Coding & DevelopmentBrief keyword match: accessibility, repoInstall path: MCP ready

No community evaluation

Coding & Development
Fit
71 / 100
Trust
High traction
Install
MCP ready
Trial
Run a small code review trial
Readiness snapshotSummary, reasons, and risk stay available here.

Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research

mcpservers skill MCP ready High traction
Function match: Coding & DevelopmentBrief keyword match: repoInstall 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
Fit
68 / 100
Trust
Needs review
Install
MCP ready
Trial
Run a small code review trial
Readiness snapshotSummary, reasons, and risk stay available here.

This skill enables OpenRouter function calling integration for agents, guiding setup, testing, and monitoring to enable structured tool use.

playbooks skill MCP ready Needs review
Function match: Coding & Development, Evaluation & SafetyInstall path: MCP ready

No community evaluation

Coding & Development
Fit
67 / 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: Coding & DevelopmentInstall path: MCP readyTrust signal: High traction

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 review path
  1. 01Site contextShared review rules
  2. 02Brief matcherOpen the focused review record
  3. 03Profile pageOpen the candidate page
  4. 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.