AH
Agent Hiring Panel
🔵 Stable🕐 updated 2026-07-26
🔷 SkillSpec L3
pm-2027
Hire an AI agent the way you'd hire an employee — a role spec with success criteria, a structured work-sample interview run on your real tasks, reference checks (what do actual users report), probation KPIs, and termination criteria written before day one. Use when choosing between AI agents/tools/copilots for a job, formalizing an AI pilot, or 'which agent should we use for X'. Produces the role spec, interview pack with scoring rubric, a decision record, and a probation plan.
✅ The bar it holds itself to
Every skill in this library self-verifies — these are this skill's own quality checks, straight from its definition.
✓The role spec exists before any candidate is assessed, and includes
✓never-do boundaries and a named owning human
✓The interview includes the missing-info trap and the out-of-scope trap —
✓honesty under ignorance is the hire-or-not signal for agents
✓Every candidate ran the identical pack; scores cite transcript moments
✓Termination criteria are specific and pre-committed, not "we'll monitor"
✓The do-nothing baseline was scored too — sometimes nobody gets hired
⚠️ What it refuses to do
Do not interview with the vendor's demo tasks — the backlog is the job;
the demo is the candidate's highlight reel
Do not let "it's impressive" outrank the rubric; impressive-and-wrong is
the most expensive candidate profile
Do not skip probation because the pilot went well — the pilot was the
Install
npx pm-claude-skills add --agent claude # or codex · cursor · gemini · hermes
# or one-line MCP (every skill, any client):
claude mcp add pm-skills -- npx -y pm-claude-skills-mcpRelated skills
🔌 Embed this skill
Drop this on your blog, docs, or site — it renders a "Run this skill" card:
<div data-pm-skill="agent-hiring-panel"></div>
<script src="https://mohitagw15856.github.io/pm-claude-skills/embed.js" async></script>💬 Discussion
Agent Hiring Panel is one of 822 open-source professional AI agent skills — all SkillSpec L3.
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