performance_review_generate

Pack: performance-review · Endpoint: https://gateway.pipeworx.io/performance-review/mcp

No MCP client? Call it directly: GET https://gateway.pipeworx.io/v1/tools/performance_review_generate for the schema, then POST the same URL with its arguments for the data.

Generate a satirical corporate performance review for an employee; takes employee_name, role, rating (rockstar/solid/developing/not_a_culture_fit), actual_performance, and what_manager_wants_to_say — returns review text that communicates nothing clearly.

Example call

Arguments

{
  "employee_name": "Sarah Chen",
  "role": "Senior Software Engineer",
  "rating": "rockstar",
  "actual_performance": "Delivered critical microservices migration on schedule, mentored 2 junior engineers, reduced API latency by 40%",
  "what_manager_wants_to_say": "Sarah consistently exceeds expectations and is a key technical leader on the team"
}

curl

curl -X POST https://gateway.pipeworx.io/performance-review/mcp \
  -H 'Content-Type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"performance_review_generate","arguments":{"employee_name":"Sarah Chen","role":"Senior Software Engineer","rating":"rockstar","actual_performance":"Delivered critical microservices migration on schedule, mentored 2 junior engineers, reduced API latency by 40%","what_manager_wants_to_say":"Sarah consistently exceeds expectations and is a key technical leader on the team"}}}'

TypeScript (@pipeworx/sdk)

import { Pipeworx } from '@pipeworx/sdk';
const pipeworx = new Pipeworx();

const result = await pipeworx.call('performance_review_generate', {
  "employee_name": "Sarah Chen",
  "role": "Senior Software Engineer",
  "rating": "rockstar",
  "actual_performance": "Delivered critical microservices migration on schedule, mentored 2 junior engineers, reduced API latency by 40%",
  "what_manager_wants_to_say": "Sarah consistently exceeds expectations and is a key technical leader on the team"
});

More examples

{
  "employee_name": "Marcus Johnson",
  "role": "Product Manager",
  "rating": "developing",
  "actual_performance": "Launched 3 features but 2 missed target metrics, needs stronger data-driven decision making",
  "what_manager_wants_to_say": "Marcus has good instincts but should focus on more rigorous validation before launches"
}

Response shape

{
  "type": "object",
  "properties": {
    "employee": {
      "type": "string"
    },
    "role": {
      "type": "string"
    },
    "rating": {
      "type": "string"
    },
    "rating_translation": {
      "type": "string"
    },
    "review": {
      "type": "string"
    },
    "what_manager_wanted_to_say": {
      "type": "string"
    },
    "what_review_actually_says": {
      "type": "string"
    },
    "words_with_meaning": {
      "type": "number"
    },
    "words_without_meaning": {
      "type": "number"
    },
    "will_sarah_chen_know_where_they_stand": {
      "type": "boolean"
    },
    "will_sarah_chen_be_surprised_at_pip": {
      "type": "boolean"
    },
    "hr_approved": {
      "type": "boolean"
    },
    "recommended_action": {
      "type": "string"
    },
    "followup_pip_probability": {
      "type": "string"
    },
    "will_marcus_johnson_know_where_they_stand": {
      "type": "boolean"
    },
    "will_marcus_johnson_be_surprised_at_pip": {
      "type": "boolean"
    }
  }
}

Connect

Add this to your MCP client config, or use one-click install buttons:

{
  "mcpServers": {
    "performance-review": {
      "url": "https://gateway.pipeworx.io/performance-review/mcp"
    }
  }
}

See Getting Started for client-specific install steps.