What is a config?

A config is just a short text file of saved choices that tells your AI tool how to behave, so it remembers your setup instead of asking again every time.

MCP.mcp.json
connects the AI to outside tools like a database or the web.
Hookssettings.json
runs small actions automatically, such as formatting after a save.
Subagent.claude/agents/
a focused helper the AI can hand one side task to.
RulesCLAUDE.md
house rules the AI reads before it starts working.
Modelterminal flag
which AI model the build runs on.

You copy these into your tool's config files. You do not need to understand every line to use them.

The Config LibraryNew to this? Start here

Configs

Every config snippet here is pulled straight from a real build. Copy a ready .mcp.json, the settings.json hooks, a subagent definition, the CLAUDE.md rules, or just the model choice, then jump to the build it came from to see the rest of the setup.

386Snippets
386Matching
5Types
Config type
Tool
MCPClaude Code logoClaude Code

6 MCP servers: github, filesystem, postgres, playwright, sentry, context7

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    },
    "context7": {
      "command": "npx",
      "args": [
        "-y",
        "@upstash/context7-mcp"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

4 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# secret-scan (block on match)"
          }
        ]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# prettier + eslint --fix"
          },
          {
            "type": "command",
            "command": "# typecheck changed files"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run affected tests"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "planner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/planner.md
---
name: planner
description: Planner subagent used in the "Setuproll Full-Stack Claude Rig" build.
---

You are the **Planner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "implementer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/implementer.md
---
name: implementer
description: Implementer subagent used in the "Setuproll Full-Stack Claude Rig" build.
---

You are the **Implementer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/reviewer.md
---
name: reviewer
description: Reviewer subagent used in the "Setuproll Full-Stack Claude Rig" build.
---

You are the **Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "tester"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/tester.md
---
name: tester
description: Tester subagent used in the "Setuproll Full-Stack Claude Rig" build.
---

You are the **Tester** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "db-migrator"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/db-migrator.md
---
name: db-migrator
description: Db Migrator subagent used in the "Setuproll Full-Stack Claude Rig" build.
---

You are the **Db Migrator** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

5 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Setuproll Full-Stack Claude Rig")

- Plan before editing more than 3 files
- Never commit with failing tests or types
- Reuse existing utils before adding a dependency
- One reviewable commit per logical change
- Read the relevant code before proposing an edit
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8
# Role: plan + review

claude --model "Claude Opus 4.8"
MCPClaude Code logoClaude Code

5 MCP servers: filesystem, github, postgres, playwright, sentry

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

3 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# secret-scan"
          }
        ]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# prettier+eslint --fix"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run typecheck"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "planner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/planner.md
---
name: planner
description: Planner subagent used in the "Claude Code Full-Stack Prime" build.
---

You are the **Planner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "implementer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/implementer.md
---
name: implementer
description: Implementer subagent used in the "Claude Code Full-Stack Prime" build.
---

You are the **Implementer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/reviewer.md
---
name: reviewer
description: Reviewer subagent used in the "Claude Code Full-Stack Prime" build.
---

You are the **Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "tester"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/tester.md
---
name: tester
description: Tester subagent used in the "Claude Code Full-Stack Prime" build.
---

You are the **Tester** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

4 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Full-Stack Prime")

- Plan before editing >3 files
- Never commit without passing tests
- Prefer existing utils over new deps
- Small reviewable commits
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPClaude Code logoClaude Code

2 MCP servers: filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# eslint --fix"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run tests"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "implementer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/implementer.md
---
name: implementer
description: Implementer subagent used in the "Claude Code Budget Sonnet 1M" build.
---

You are the **Implementer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/reviewer.md
---
name: reviewer
description: Reviewer subagent used in the "Claude Code Budget Sonnet 1M" build.
---

You are the **Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Budget Sonnet 1M")

- Use Sonnet for everything, escalate to Opus only on stuck
- Keep context lean, summarize old turns
- No speculative refactors
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
MCPCursor logoCursor

3 MCP servers: github, linear, figma

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "linear": {
      "command": "npx",
      "args": [
        "-y",
        "@tacticlaunch/mcp-linear"
      ]
    },
    "figma": {
      "command": "npx",
      "args": [
        "-y",
        "figma-developer-mcp",
        "--stdio"
      ]
    }
  }
}
From this buildCursor Tab Velocity
HooksCursor logoCursor

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# format"
          }
        ]
      }
    ],
    "on-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# lint-staged"
          }
        ]
      }
    ]
  }
}
From this buildCursor Tab Velocity
SubagentCursor logoCursor

Subagent definition for "agent-mode-worker"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/agent-mode-worker.md
---
name: agent-mode-worker
description: Agent Mode Worker subagent used in the "Cursor Tab Velocity" build.
---

You are the **Agent Mode Worker** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildCursor Tab Velocity
RulesCursor logoCursor

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Cursor Tab Velocity")

- Tab for inline, Agent for multi-file
- Pin .cursorrules per repo
- Reference Figma frames in prompts
From this buildCursor Tab Velocity
ModelCursor logoCursor

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cursor settings.
From this buildCursor Tab Velocity
MCPCursor logoCursor

4 MCP servers: github, postgres, sentry, context7

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    },
    "context7": {
      "command": "npx",
      "args": [
        "-y",
        "@upstash/context7-mcp"
      ]
    }
  }
}
HooksCursor logoCursor

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# format"
          }
        ]
      }
    ],
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# typecheck+test"
          }
        ]
      }
    ]
  }
}
SubagentCursor logoCursor

Subagent definition for "agent-mode-worker"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/agent-mode-worker.md
---
name: agent-mode-worker
description: Agent Mode Worker subagent used in the "Cursor Max-Quality Opus" build.
---

You are the **Agent Mode Worker** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentCursor logoCursor

Subagent definition for "background-agent"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/background-agent.md
---
name: background-agent
description: Background Agent subagent used in the "Cursor Max-Quality Opus" build.
---

You are the **Background Agent** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesCursor logoCursor

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Cursor Max-Quality Opus")

- Use Max mode for hard tasks
- Always attach relevant docs via Context7
- Background agents for long jobs
ModelCursor logoCursor

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

# Select "Claude Opus 4.8" as the model in Cursor settings.
MCPGitHub Copilot logoGitHub Copilot

2 MCP servers: github, sentry

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    }
  }
}
HooksGitHub Copilot logoGitHub Copilot

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# lint"
          }
        ]
      }
    ],
    "ci": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# required-checks"
          }
        ]
      }
    ]
  }
}
SubagentGitHub Copilot logoGitHub Copilot

Subagent definition for "copilot-coding-agent"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/copilot-coding-agent.md
---
name: copilot-coding-agent
description: Copilot Coding Agent subagent used in the "Copilot Enterprise Guardrails" build.
---

You are the **Copilot Coding Agent** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentGitHub Copilot logoGitHub Copilot

Subagent definition for "code-review-agent"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/code-review-agent.md
---
name: code-review-agent
description: Code Review Agent subagent used in the "Copilot Enterprise Guardrails" build.
---

You are the **Code Review Agent** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesGitHub Copilot logoGitHub Copilot

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Copilot Enterprise Guardrails")

- SSO + audit logs mandatory
- Block on policy violations
- PRs from coding agent need human approve
ModelGitHub Copilot logoGitHub Copilot

Runs on GPT-5.3 Codex

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: GPT-5.3 Codex

# Select "GPT-5.3 Codex" as the model in GitHub Copilot settings.
MCPWindsurf logoWindsurf

2 MCP servers: filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksWindsurf logoWindsurf

1 lifecycle hook (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# format"
          }
        ]
      }
    ]
  }
}
SubagentWindsurf logoWindsurf

Subagent definition for "cascade"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/cascade.md
---
name: cascade
description: Cascade subagent used in the "Windsurf Cascade Onboard" build.
---

You are the **Cascade** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesWindsurf logoWindsurf

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Windsurf Cascade Onboard")

- Let Cascade explain its plan
- Accept changes incrementally
- Keep one feature per session
ModelWindsurf logoWindsurf

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Windsurf settings.
MCPAider logoAider

2 MCP servers: filesystem, git

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "git": {
      "command": "uvx",
      "args": [
        "mcp-server-git"
      ]
    }
  }
}
From this buildAider BYOK Terminal
HooksAider logoAider

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "post-edit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# auto-commit"
          }
        ]
      }
    ],
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# lint"
          }
        ]
      }
    ]
  }
}
From this buildAider BYOK Terminal
RulesAider logoAider

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Aider BYOK Terminal")

- Use --architect mode for big changes
- Map repo with --map-tokens
- Cheap model, you own the keys
From this buildAider BYOK Terminal
ModelAider logoAider

Runs on Gemini 2.5 Pro

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Gemini 2.5 Pro

aider --model "Gemini 2.5 Pro"
From this buildAider BYOK Terminal
MCPCline logoCline

3 MCP servers: filesystem, github, playwright

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    }
  }
}
From this buildCline VS Code Autonomy
HooksCline logoCline

1 lifecycle hook (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# format"
          }
        ]
      }
    ]
  }
}
From this buildCline VS Code Autonomy
SubagentCline logoCline

Subagent definition for "plan-act-worker"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/plan-act-worker.md
---
name: plan-act-worker
description: Plan Act Worker subagent used in the "Cline VS Code Autonomy" build.
---

You are the **Plan Act Worker** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildCline VS Code Autonomy
RulesCline logoCline

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Cline VS Code Autonomy")

- Plan mode first, then Act
- Approve risky terminal commands
- Use checkpoints to roll back
From this buildCline VS Code Autonomy
ModelCline logoCline

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cline settings.
From this buildCline VS Code Autonomy
MCPClaude Code logoClaude Code

3 MCP servers: playwright, github, sentry

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run affected e2e"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# summarize failures only"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "test-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/test-author.md
---
name: test-author
description: Test Author subagent used in the "Claude Code + Playwright QA Rig" build.
---

You are the **Test Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "flake-hunter"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/flake-hunter.md
---
name: flake-hunter
description: Flake Hunter subagent used in the "Claude Code + Playwright QA Rig" build.
---

You are the **Flake Hunter** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "triage-reporter"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/triage-reporter.md
---
name: triage-reporter
description: Triage Reporter subagent used in the "Claude Code + Playwright QA Rig" build.
---

You are the **Triage Reporter** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code + Playwright QA Rig")

- Write tests before fixing flaky ones
- Quarantine flakes, never delete
- Report only failing specs to main context
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
MCPClaude Code logoClaude Code

4 MCP servers: postgres, github, sentry, filesystem

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    }
  }
}
HooksClaude Code logoClaude Code

3 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# secret-scan"
          }
        ]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run migrations dry-run"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# contract tests"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "schema-designer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/schema-designer.md
---
name: schema-designer
description: Schema Designer subagent used in the "Claude Code Backend API Forge" build.
---

You are the **Schema Designer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "implementer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/implementer.md
---
name: implementer
description: Implementer subagent used in the "Claude Code Backend API Forge" build.
---

You are the **Implementer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "security-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/security-reviewer.md
---
name: security-reviewer
description: Security Reviewer subagent used in the "Claude Code Backend API Forge" build.
---

You are the **Security Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Backend API Forge")

- Validate inputs at the boundary
- No raw SQL without parameterization
- Every endpoint needs an integration test
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPClaude Code logoClaude Code

4 MCP servers: filesystem, postgres, jupyter, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "jupyter": {
      "command": "uvx",
      "args": [
        "jupyter-mcp-server"
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run cell + capture metrics"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# log experiment to tracker"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "eda-explorer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/eda-explorer.md
---
name: eda-explorer
description: Eda Explorer subagent used in the "Claude Code Data/ML Notebook Lab" build.
---

You are the **Eda Explorer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "feature-engineer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/feature-engineer.md
---
name: feature-engineer
description: Feature Engineer subagent used in the "Claude Code Data/ML Notebook Lab" build.
---

You are the **Feature Engineer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "eval-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/eval-reviewer.md
---
name: eval-reviewer
description: Eval Reviewer subagent used in the "Claude Code Data/ML Notebook Lab" build.
---

You are the **Eval Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Data/ML Notebook Lab")

- Seed everything for reproducibility
- Never leak test set into features
- Report metrics with confidence intervals
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPCursor logoCursor

3 MCP servers: figma, playwright, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "figma": {
      "command": "npx",
      "args": [
        "-y",
        "figma-developer-mcp",
        "--stdio"
      ]
    },
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksCursor logoCursor

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# format"
          }
        ]
      }
    ],
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# visual-regression"
          }
        ]
      }
    ]
  }
}
SubagentCursor logoCursor

Subagent definition for "agent-mode-worker"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/agent-mode-worker.md
---
name: agent-mode-worker
description: Agent Mode Worker subagent used in the "Cursor Frontend Figma Pipeline" build.
---

You are the **Agent Mode Worker** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentCursor logoCursor

Subagent definition for "a11y-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/a11y-reviewer.md
---
name: a11y-reviewer
description: A11y Reviewer subagent used in the "Cursor Frontend Figma Pipeline" build.
---

You are the **A11y Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesCursor logoCursor

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Cursor Frontend Figma Pipeline")

- Match Figma tokens exactly
- Every component meets WCAG AA
- Storybook story per component
ModelCursor logoCursor

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cursor settings.
MCPClaude Code logoClaude Code

4 MCP servers: github, filesystem, cloudflare, sentry

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "cloudflare": {
      "command": "npx",
      "args": [
        "-y",
        "@cloudflare/mcp-server-cloudflare"
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

3 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# block apply on prod"
          }
        ]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# terraform plan diff"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# cost estimate"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "terraform-planner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/terraform-planner.md
---
name: terraform-planner
description: Terraform Planner subagent used in the "Claude Code DevOps IaC Pilot" build.
---

You are the **Terraform Planner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "policy-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/policy-reviewer.md
---
name: policy-reviewer
description: Policy Reviewer subagent used in the "Claude Code DevOps IaC Pilot" build.
---

You are the **Policy Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "incident-responder"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/incident-responder.md
---
name: incident-responder
description: Incident Responder subagent used in the "Claude Code DevOps IaC Pilot" build.
---

You are the **Incident Responder** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code DevOps IaC Pilot")

- Plan before apply, always
- No secrets in state or code
- Tag every resource with owner+env
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPClaude Code logoClaude Code

3 MCP servers: filesystem, github, playwright

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# typecheck"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run detox smoke"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "screen-builder"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/screen-builder.md
---
name: screen-builder
description: Screen Builder subagent used in the "Claude Code Mobile RN Studio" build.
---

You are the **Screen Builder** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "platform-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/platform-reviewer.md
---
name: platform-reviewer
description: Platform Reviewer subagent used in the "Claude Code Mobile RN Studio" build.
---

You are the **Platform Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "tester"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/tester.md
---
name: tester
description: Tester subagent used in the "Claude Code Mobile RN Studio" build.
---

You are the **Tester** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Mobile RN Studio")

- Respect platform conventions (iOS vs Android)
- No layout without safe-area handling
- Keep bundle size in check
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
MCPClaude Code logoClaude Code

3 MCP servers: filesystem, github, postgres

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

3 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# snapshot before edit"
          }
        ]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run characterization tests"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# behavior-diff report"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "characterization-tester"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/characterization-tester.md
---
name: characterization-tester
description: Characterization Tester subagent used in the "Claude Code Legacy Refactor Engine" build.
---

You are the **Characterization Tester** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "refactorer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/refactorer.md
---
name: refactorer
description: Refactorer subagent used in the "Claude Code Legacy Refactor Engine" build.
---

You are the **Refactorer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "diff-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/diff-reviewer.md
---
name: diff-reviewer
description: Diff Reviewer subagent used in the "Claude Code Legacy Refactor Engine" build.
---

You are the **Diff Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Legacy Refactor Engine")

- Add characterization tests before touching logic
- Refactor in tiny behavior-preserving steps
- Never change behavior and structure in one commit
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPClaude Code logoClaude Code

2 MCP servers: filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

1 lifecycle hook (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# start dev server"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "builder"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/builder.md
---
name: builder
description: Builder subagent used in the "Claude Code Prototype Sprint" build.
---

You are the **Builder** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Prototype Sprint")

- Ship the happy path first
- Hardcode before abstracting
- No tests until the idea is validated
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
MCPAider logoAider

2 MCP servers: filesystem, git

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "git": {
      "command": "uvx",
      "args": [
        "mcp-server-git"
      ]
    }
  }
}
HooksAider logoAider

1 lifecycle hook (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "post-edit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# auto-commit"
          }
        ]
      }
    ]
  }
}
RulesAider logoAider

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Aider Cheapest Gemini Flash")

- Tiny scoped edits only
- Escalate to Pro when it stalls
- Use repo map to stay grounded
ModelAider logoAider

Runs on Gemini 2.5 Flash

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Gemini 2.5 Flash

aider --model "Gemini 2.5 Flash"
MCPClaude Code logoClaude Code

4 MCP servers: github, filesystem, sentry, semgrep

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    },
    "semgrep": {
      "command": "uvx",
      "args": [
        "semgrep-mcp"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

3 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# secret-scan"
          }
        ]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# semgrep diff"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# severity-ranked report"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "sast-scanner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/sast-scanner.md
---
name: sast-scanner
description: Sast Scanner subagent used in the "Claude Code Security Audit Cell" build.
---

You are the **Sast Scanner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "threat-modeler"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/threat-modeler.md
---
name: threat-modeler
description: Threat Modeler subagent used in the "Claude Code Security Audit Cell" build.
---

You are the **Threat Modeler** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "fix-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/fix-author.md
---
name: fix-author
description: Fix Author subagent used in the "Claude Code Security Audit Cell" build.
---

You are the **Fix Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Security Audit Cell")

- Confirm exploitability before reporting
- Rank by severity, not count
- Propose fixes, never auto-merge them
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPWindsurf logoWindsurf

3 MCP servers: postgres, filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksWindsurf logoWindsurf

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# format"
          }
        ]
      }
    ],
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# dbt test"
          }
        ]
      }
    ]
  }
}
SubagentWindsurf logoWindsurf

Subagent definition for "cascade"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/cascade.md
---
name: cascade
description: Cascade subagent used in the "Windsurf Data Pipeline Cascade" build.
---

You are the **Cascade** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentWindsurf logoWindsurf

Subagent definition for "schema-validator"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/schema-validator.md
---
name: schema-validator
description: Schema Validator subagent used in the "Windsurf Data Pipeline Cascade" build.
---

You are the **Schema Validator** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesWindsurf logoWindsurf

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Windsurf Data Pipeline Cascade")

- Validate schemas at each stage
- Idempotent transforms only
- Document every model
ModelWindsurf logoWindsurf

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Windsurf settings.
MCPGitHub Copilot logoGitHub Copilot

1 MCP server: github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksGitHub Copilot logoGitHub Copilot

1 lifecycle hook (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# format"
          }
        ]
      }
    ]
  }
}
RulesGitHub Copilot logoGitHub Copilot

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Copilot Solo Cheap Tier")

- Inline completions for speed
- Use chat for stuck moments
- Keep one repo open
ModelGitHub Copilot logoGitHub Copilot

Runs on GPT-5.3 Codex

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: GPT-5.3 Codex

# Select "GPT-5.3 Codex" as the model in GitHub Copilot settings.
MCPClaude Code logoClaude Code

4 MCP servers: filesystem, github, postgres, sentry

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

3 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# scope-to-package"
          }
        ]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# affected build+test"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# cross-package diff"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "dependency-mapper"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/dependency-mapper.md
---
name: dependency-mapper
description: Dependency Mapper subagent used in the "Claude Code Monorepo Orchestra" build.
---

You are the **Dependency Mapper** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "package-owner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/package-owner.md
---
name: package-owner
description: Package Owner subagent used in the "Claude Code Monorepo Orchestra" build.
---

You are the **Package Owner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "integration-tester"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/integration-tester.md
---
name: integration-tester
description: Integration Tester subagent used in the "Claude Code Monorepo Orchestra" build.
---

You are the **Integration Tester** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/reviewer.md
---
name: reviewer
description: Reviewer subagent used in the "Claude Code Monorepo Orchestra" build.
---

You are the **Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Monorepo Orchestra")

- Respect package boundaries
- Only rebuild affected projects
- No circular dependencies
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPCursor logoCursor

2 MCP servers: github, sentry

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    }
  }
}
HooksCursor logoCursor

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# lint"
          }
        ]
      }
    ],
    "on-pr": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# post-inline-comments"
          }
        ]
      }
    ]
  }
}
SubagentCursor logoCursor

Subagent definition for "bughunter-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/bughunter-reviewer.md
---
name: bughunter-reviewer
description: Bughunter Reviewer subagent used in the "Cursor PR Review Companion" build.
---

You are the **Bughunter Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentCursor logoCursor

Subagent definition for "style-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/style-reviewer.md
---
name: style-reviewer
description: Style Reviewer subagent used in the "Cursor PR Review Companion" build.
---

You are the **Style Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesCursor logoCursor

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Cursor PR Review Companion")

- Flag correctness over style
- Cite the line and the why
- No nitpick spam
ModelCursor logoCursor

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

# Select "Claude Opus 4.8" as the model in Cursor settings.
MCPClaude Code logoClaude Code

3 MCP servers: filesystem, github, context7

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "context7": {
      "command": "npx",
      "args": [
        "-y",
        "@upstash/context7-mcp"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# spellcheck+linkcheck"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# build docs site"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "doc-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/doc-author.md
---
name: doc-author
description: Doc Author subagent used in the "Claude Code Docs & AEO Writer" build.
---

You are the **Doc Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "fact-checker"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/fact-checker.md
---
name: fact-checker
description: Fact Checker subagent used in the "Claude Code Docs & AEO Writer" build.
---

You are the **Fact Checker** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Docs & AEO Writer")

- Pull real API signatures via Context7
- No claims without a source
- Plain language, no fluff
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6
# Role: classify

claude --model "Claude Sonnet 4.6"
ModelCursor logoCursor

Runs on GPT-5

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: GPT-5
# Role: scoring + pitch angle

# Select "GPT-5" as the model in Cursor settings.
SubagentClaude Code logoClaude Code

Subagent definition for "searcher"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/searcher.md
---
name: searcher
description: Searcher subagent used in the "Daily Competitor and Topic Research Agent (CrewAI + n8n)" build.
---

You are the **Searcher** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "reader"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/reader.md
---
name: reader
description: Reader subagent used in the "Daily Competitor and Topic Research Agent (CrewAI + n8n)" build.
---

You are the **Reader** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "fact-checker"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/fact-checker.md
---
name: fact-checker
description: Fact Checker subagent used in the "Daily Competitor and Topic Research Agent (CrewAI + n8n)" build.
---

You are the **Fact Checker** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "editor"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/editor.md
---
name: editor
description: Editor subagent used in the "Daily Competitor and Topic Research Agent (CrewAI + n8n)" build.
---

You are the **Editor** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6
# Role: searchers

claude --model "Claude Sonnet 4.6"
ModelCursor logoCursor

Runs on GPT-5

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: GPT-5
# Role: answer

# Select "GPT-5" as the model in Cursor settings.
ModelClaude Code logoClaude Code

Runs on Qwen3 32B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Qwen3 32B
# Role: Q4_K_M

claude --model "Qwen3 32B"
MCPClaude Code logoClaude Code

4 MCP servers: postgres, github, filesystem, sentry

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    }
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "schema-designer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/schema-designer.md
---
name: schema-designer
description: Schema Designer subagent used in the "Best Setup to Build a REST API with Postgres and Tests" build.
---

You are the **Schema Designer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "endpoint-implementer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/endpoint-implementer.md
---
name: endpoint-implementer
description: Endpoint Implementer subagent used in the "Best Setup to Build a REST API with Postgres and Tests" build.
---

You are the **Endpoint Implementer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "integration-tester"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/integration-tester.md
---
name: integration-tester
description: Integration Tester subagent used in the "Best Setup to Build a REST API with Postgres and Tests" build.
---

You are the **Integration Tester** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPClaude Code logoClaude Code

2 MCP servers: postgres, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Cheapest Reliable Setup for Everyday CRUD APIs")

- Validate every input at the route boundary with Zod
- No raw SQL without parameterized queries
- Keep context lean, summarize old turns
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
MCPCursor logoCursor

3 MCP servers: postgres, github, context7

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "context7": {
      "command": "npx",
      "args": [
        "-y",
        "@upstash/context7-mcp"
      ]
    }
  }
}
RulesCursor logoCursor

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Setup for a Type-Safe GraphQL API End to End")

- Schema-first, never edit generated types by hand
- Every resolver has a dataloader to avoid N+1 queries
- Run codegen before any resolver edit
ModelCursor logoCursor

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cursor settings.
MCPClaude Code logoClaude Code

4 MCP servers: github, filesystem, sentry, cloudflare

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    },
    "cloudflare": {
      "command": "npx",
      "args": [
        "-y",
        "@cloudflare/mcp-server-cloudflare"
      ]
    }
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "dockerfile-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/dockerfile-author.md
---
name: dockerfile-author
description: Dockerfile Author subagent used in the "Setup to Containerize and Deploy a Backend Service" build.
---

You are the **Dockerfile Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "ci-pipeline-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/ci-pipeline-author.md
---
name: ci-pipeline-author
description: Ci Pipeline Author subagent used in the "Setup to Containerize and Deploy a Backend Service" build.
---

You are the **Ci Pipeline Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "deploy-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/deploy-reviewer.md
---
name: deploy-reviewer
description: Deploy Reviewer subagent used in the "Setup to Containerize and Deploy a Backend Service" build.
---

You are the **Deploy Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPCursor logoCursor

3 MCP servers: stripe, postgres, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "stripe": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-stripe"
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
RulesCursor logoCursor

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Setup to Add Stripe Billing and Webhooks Safely")

- Always verify the webhook signature before processing
- Make every handler idempotent on the Stripe event id
- Treat the webhook as the source of truth, not the redirect
ModelCursor logoCursor

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

# Select "Claude Opus 4.8" as the model in Cursor settings.
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
ModelCursor logoCursor

Runs on GPT-5

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: GPT-5

# Select "GPT-5" as the model in Cursor settings.
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
ModelAider logoAider

Runs on Llama 3.3 70B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Llama 3.3 70B
# Role: Ollama

aider --model "Llama 3.3 70B"
ModelCursor logoCursor

Runs on Flux + ComfyUI workflow

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Flux + ComfyUI workflow

# Select "Flux + ComfyUI workflow" as the model in Cursor settings.
MCPClaude Code logoClaude Code

4 MCP servers: jupyter, postgres, filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "jupyter": {
      "command": "uvx",
      "args": [
        "jupyter-mcp-server"
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "eda-explorer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/eda-explorer.md
---
name: eda-explorer
description: Eda Explorer subagent used in the "AI Data Analyst: Jupyter + Postgres MCP Notebook Lab" build.
---

You are the **Eda Explorer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "feature-engineer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/feature-engineer.md
---
name: feature-engineer
description: Feature Engineer subagent used in the "AI Data Analyst: Jupyter + Postgres MCP Notebook Lab" build.
---

You are the **Feature Engineer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "chart-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/chart-reviewer.md
---
name: chart-reviewer
description: Chart Reviewer subagent used in the "AI Data Analyst: Jupyter + Postgres MCP Notebook Lab" build.
---

You are the **Chart Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPClaude Code logoClaude Code

2 MCP servers: filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "dataset-builder"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/dataset-builder.md
---
name: dataset-builder
description: Dataset Builder subagent used in the "LLM Eval Harness: Score Prompts Before You Ship" build.
---

You are the **Dataset Builder** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "judge-prompt-tuner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/judge-prompt-tuner.md
---
name: judge-prompt-tuner
description: Judge Prompt Tuner subagent used in the "LLM Eval Harness: Score Prompts Before You Ship" build.
---

You are the **Judge Prompt Tuner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "regression-reporter"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/regression-reporter.md
---
name: regression-reporter
description: Regression Reporter subagent used in the "LLM Eval Harness: Score Prompts Before You Ship" build.
---

You are the **Regression Reporter** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6
# Role: under test

claude --model "Claude Sonnet 4.6"
ModelContinue logoContinue

Runs on Qwen3 32B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Qwen3 32B
# Role: generation

# Select "Qwen3 32B" as the model in Continue settings.
ModelAider logoAider

Runs on Llama 3.1 8B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Llama 3.1 8B

aider --model "Llama 3.1 8B"
MCPCursor logoCursor

2 MCP servers: postgres (read-only), filesystem

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "postgres (read-only)": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres (read-only)"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    }
  }
}
RulesCursor logoCursor

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "SQL Analytics Copilot for Warehouse Questions")

- Read-only role only, never write or drop
- Show the SQL before the answer
- Use dbt model descriptions for column meaning
ModelCursor logoCursor

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cursor settings.
ModelClaude Code logoClaude Code

Runs on Flux.1 dev

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Flux.1 dev
# Role: fp8

claude --model "Flux.1 dev"
ModelCursor logoCursor

Runs on Midjourney v7

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Midjourney v7

# Select "Midjourney v7" as the model in Cursor settings.
ModelClaude Code logoClaude Code

Runs on Flux.1 dev base

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Flux.1 dev base

claude --model "Flux.1 dev base"
ModelCursor logoCursor

Runs on Flux.1 pro

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Flux.1 pro
# Role: Replicate

# Select "Flux.1 pro" as the model in Cursor settings.
ModelClaude Code logoClaude Code

Runs on GPT-5

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: GPT-5
# Role: prompt writer

claude --model "GPT-5"
ModelClaude Code logoClaude Code

Runs on Qwen3 32B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Qwen3 32B
# Role: Q4_K_M

claude --model "Qwen3 32B"
ModelAider logoAider

Runs on Llama 3.3 70B Instruct

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Llama 3.3 70B Instruct

aider --model "Llama 3.3 70B Instruct"
ModelContinue logoContinue

Runs on Qwen3 Coder 30B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Qwen3 Coder 30B
# Role: chat

# Select "Qwen3 Coder 30B" as the model in Continue settings.
ModelAider logoAider

Runs on Gemma 3 12B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Gemma 3 12B

aider --model "Gemma 3 12B"
ModelClaude Code logoClaude Code

Runs on DeepSeek-R1 Distill Qwen 32B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: DeepSeek-R1 Distill Qwen 32B

claude --model "DeepSeek-R1 Distill Qwen 32B"
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
ModelCursor logoCursor

Runs on GPT-5

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: GPT-5

# Select "GPT-5" as the model in Cursor settings.
ModelClaude Code logoClaude Code

Runs on Llama 3.x 70B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Llama 3.x 70B

claude --model "Llama 3.x 70B"
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
ModelCursor logoCursor

Runs on Gemini 2.5 Pro

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Gemini 2.5 Pro

# Select "Gemini 2.5 Pro" as the model in Cursor settings.
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
ModelCursor logoCursor

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cursor settings.
ModelCursor logoCursor

Runs on Gemini 2.5 Pro

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Gemini 2.5 Pro

# Select "Gemini 2.5 Pro" as the model in Cursor settings.
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8
# Role: logic

claude --model "Claude Opus 4.8"
ModelCursor logoCursor

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cursor settings.
ModelCursor logoCursor

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cursor settings.
ModelCursor logoCursor

Runs on v0

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: v0
# Role: GPT-5 backed

# Select "v0" as the model in Cursor settings.
ModelCline logoCline

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6
# Role: BYOK

# Select "Claude Sonnet 4.6" as the model in Cline settings.
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8
# Role: outline + script

claude --model "Claude Opus 4.8"
ModelClaude Code logoClaude Code

Runs on Gemini 2.5 Pro

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Gemini 2.5 Pro
# Role: transcript scan + moment ranking

claude --model "Gemini 2.5 Pro"
ModelCursor logoCursor

Runs on GPT-5

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: GPT-5
# Role: concept + title brainstorming

# Select "GPT-5" as the model in Cursor settings.
ModelContinue logoContinue

Runs on Llama 3.x 70B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Llama 3.x 70B

# Select "Llama 3.x 70B" as the model in Continue settings.
MCPClaude Code logoClaude Code

3 MCP servers: web-search, fetch, filesystem

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "web-search": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-web-search"
      ]
    },
    "fetch": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-fetch"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    }
  }
}
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8
# Role: research + narrative

claude --model "Claude Opus 4.8"
MCPClaude Code logoClaude Code

3 MCP servers: filesystem, github, context7

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "context7": {
      "command": "npx",
      "args": [
        "-y",
        "@upstash/context7-mcp"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# cargo clippy --fix"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# cargo test + cargo bench"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "borrow-checker-coach"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/borrow-checker-coach.md
---
name: borrow-checker-coach
description: Borrow Checker Coach subagent used in the "Claude Code Rust Systems Forge" build.
---

You are the **Borrow Checker Coach** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "implementer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/implementer.md
---
name: implementer
description: Implementer subagent used in the "Claude Code Rust Systems Forge" build.
---

You are the **Implementer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "bench-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/bench-reviewer.md
---
name: bench-reviewer
description: Bench Reviewer subagent used in the "Claude Code Rust Systems Forge" build.
---

You are the **Bench Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Claude Code Rust Systems Forge")

- No unsafe without a written invariant comment
- Prefer iterators over index loops
- Every public item gets a doc comment
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPCodex CLI logoCodex CLI

2 MCP servers: filesystem, git

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "git": {
      "command": "uvx",
      "args": [
        "mcp-server-git"
      ]
    }
  }
}
RulesCodex CLI logoCodex CLI

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Codex CLI Python Data Cruncher")

- Always show the dataframe shape after each step
- Use Polars lazy frames for files over 1GB
- Write results to parquet, never overwrite raw data
ModelCodex CLI logoCodex CLI

Runs on GPT-5.3 Codex

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: GPT-5.3 Codex

codex --model "GPT-5.3 Codex"
RulesAider logoAider

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Self-Hosted Discord Bot on a Local LLM")

- Rate-limit per user to protect the GPU
- Strip server invites and links from prompts
ModelAider logoAider

Runs on Qwen3 14B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Qwen3 14B
# Role: Q4_K_M

aider --model "Qwen3 14B"
MCPClaude Code logoClaude Code

2 MCP servers: filesystem, fetch

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "fetch": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-fetch"
      ]
    }
  }
}
RulesClaude Code logoClaude Code

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Telegram RAG Support Bot")

- Never answer outside the retrieved context
- Always include the source doc link
ModelClaude Code logoClaude Code

Runs on Claude Haiku 4.6 for replies

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Haiku 4.6 for replies

claude --model "Claude Haiku 4.6 for replies"
RulesAider logoAider

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "ComfyUI Flux Product Shot Studio")

- Lock the product mask so shape never drifts
- Keep a seed log for reproducible reshoots
ModelAider logoAider

Runs on FLUX.1 dev

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: FLUX.1 dev

aider --model "FLUX.1 dev"
RulesContinue logoContinue

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Local SDXL Brand Icon Factory")

- Pin one seed family per asset set for cohesion
- Keep LoRA weight under 0.8 to avoid artifacts
ModelContinue logoContinue

Runs on SDXL 1.0

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: SDXL 1.0

# Select "SDXL 1.0" as the model in Continue settings.
MCPClaude Code logoClaude Code

1 MCP server: filesystem

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    }
  }
}
RulesClaude Code logoClaude Code

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Long Video to Shorts Auto-Pipeline")

- Clips must start on a complete sentence
- Keep each clip between 20 and 60 seconds
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6 for clip selection

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6 for clip selection

claude --model "Claude Sonnet 4.6 for clip selection"
RulesAider logoAider

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Talking-Head Avatar Video Maker")

- Keep scripts conversational, short sentences only
- Always disclose the video is AI generated
ModelAider logoAider

Runs on Claude Haiku 4.6 for scripts

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Haiku 4.6 for scripts

aider --model "Claude Haiku 4.6 for scripts"
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "n8n AI Inbox Triage Automation")

- Never auto-send anything touching billing or legal
- Always attach the original thread to the draft
- Log every decision for later review
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
MCPClaude Code logoClaude Code

2 MCP servers: playwright, filesystem

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    }
  }
}
RulesClaude Code logoClaude Code

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Browser-Use Web Research Agent")

- Respect robots.txt and per-site rate limits
- Retry on layout changes, never invent missing fields
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
MCPWindsurf logoWindsurf

3 MCP servers: filesystem, github, playwright

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    }
  }
}
HooksWindsurf logoWindsurf

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# eslint --fix"
          }
        ]
      }
    ],
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# vitest run"
          }
        ]
      }
    ]
  }
}
SubagentWindsurf logoWindsurf

Subagent definition for "cascade"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/cascade.md
---
name: cascade
description: Cascade subagent used in the "Windsurf Vue & Nuxt Cascade" build.
---

You are the **Cascade** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentWindsurf logoWindsurf

Subagent definition for "a11y-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/a11y-reviewer.md
---
name: a11y-reviewer
description: A11y Reviewer subagent used in the "Windsurf Vue & Nuxt Cascade" build.
---

You are the **A11y Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesWindsurf logoWindsurf

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Windsurf Vue & Nuxt Cascade")

- Composition API and script setup only
- Guard all browser APIs behind onMounted for SSR
- Co-locate component tests
ModelWindsurf logoWindsurf

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Windsurf settings.
RulesAider logoAider

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "vLLM Bulk Text Classifier")

- Use guided decoding so labels stay in the allowed set
- Checkpoint progress so a crash never reruns everything
ModelAider logoAider

Runs on Qwen3 8B Instruct

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Qwen3 8B Instruct

aider --model "Qwen3 8B Instruct"
MCPCline logoCline

2 MCP servers: filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksCline logoCline

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# format"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# zip + manifest validate"
          }
        ]
      }
    ]
  }
}
SubagentCline logoCline

Subagent definition for "plan-act-worker"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/plan-act-worker.md
---
name: plan-act-worker
description: Plan Act Worker subagent used in the "Cline Chrome Extension Builder" build.
---

You are the **Plan Act Worker** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesCline logoCline

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Cline Chrome Extension Builder")

- Manifest V3 service workers, no persistent background pages
- Request the minimum permissions needed
- Keep content scripts isolated from page globals
ModelCline logoCline

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cline settings.
MCPGemini CLI logoGemini CLI

2 MCP servers: filesystem, git

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "git": {
      "command": "uvx",
      "args": [
        "mcp-server-git"
      ]
    }
  }
}
RulesGemini CLI logoGemini CLI

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Gemini CLI Monorepo Doc Sweeper")

- Pull real signatures from TypeDoc, never guess
- Touch only stale sections to keep diffs reviewable
ModelGemini CLI logoGemini CLI

Runs on Gemini 2.5 Pro

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Gemini 2.5 Pro

gemini --model "Gemini 2.5 Pro"
MCPClaude Code logoClaude Code

1 MCP server: fetch

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "fetch": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-fetch"
      ]
    }
  }
}
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "WhatsApp Booking Assistant Bot")

- Never double-book a confirmed slot
- Hand off to staff for refunds or complaints
- Confirm timezone before booking
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
MCPClaude Code logoClaude Code

4 MCP servers: filesystem, github, postgres, playwright

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# eslint --fix"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run typecheck"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "planner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/planner.md
---
name: planner
description: Planner subagent used in the "Next.js Feature Shipper" build.
---

You are the **Planner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "implementer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/implementer.md
---
name: implementer
description: Implementer subagent used in the "Next.js Feature Shipper" build.
---

You are the **Implementer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/reviewer.md
---
name: reviewer
description: Reviewer subagent used in the "Next.js Feature Shipper" build.
---

You are the **Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "tester"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/tester.md
---
name: tester
description: Tester subagent used in the "Next.js Feature Shipper" build.
---

You are the **Tester** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Next.js Feature Shipper")

- Plan before editing more than three files
- Never commit without passing tests
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPCursor logoCursor

3 MCP servers: github, context7, filesystem

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "context7": {
      "command": "npx",
      "args": [
        "-y",
        "@upstash/context7-mcp"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    }
  }
}
From this buildRust Systems Pair
HooksCursor logoCursor

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# cargo fmt"
          }
        ]
      }
    ],
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# cargo clippy"
          }
        ]
      }
    ]
  }
}
From this buildRust Systems Pair
SubagentCursor logoCursor

Subagent definition for "agent-mode-worker"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/agent-mode-worker.md
---
name: agent-mode-worker
description: Agent Mode Worker subagent used in the "Rust Systems Pair" build.
---

You are the **Agent Mode Worker** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildRust Systems Pair
SubagentCursor logoCursor

Subagent definition for "borrow-checker-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/borrow-checker-reviewer.md
---
name: borrow-checker-reviewer
description: Borrow Checker Reviewer subagent used in the "Rust Systems Pair" build.
---

You are the **Borrow Checker Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildRust Systems Pair
ModelCursor logoCursor

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

# Select "Claude Opus 4.8" as the model in Cursor settings.
From this buildRust Systems Pair
ModelContinue logoContinue

Runs on Qwen3 Coder 30B

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Qwen3 Coder 30B
# Role: Q4_K_M

# Select "Qwen3 Coder 30B" as the model in Continue settings.
ModelAider logoAider

Runs on Llama 3.3 70B Instruct

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Llama 3.3 70B Instruct

aider --model "Llama 3.3 70B Instruct"
MCPClaude Code logoClaude Code

3 MCP servers: filesystem, github, postgres

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# secret-scan"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run integration tests"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "bot-builder"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/bot-builder.md
---
name: bot-builder
description: Bot Builder subagent used in the "Telegram Support Bot Builder" build.
---

You are the **Bot Builder** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "rag-indexer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/rag-indexer.md
---
name: rag-indexer
description: Rag Indexer subagent used in the "Telegram Support Bot Builder" build.
---

You are the **Rag Indexer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "tester"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/tester.md
---
name: tester
description: Tester subagent used in the "Telegram Support Bot Builder" build.
---

You are the **Tester** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Telegram Support Bot Builder")

- Rate limit every chat handler
- Always offer a human handoff on low confidence
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
MCPCline logoCline

2 MCP servers: filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
SubagentCline logoCline

Subagent definition for "plan-act-worker"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/plan-act-worker.md
---
name: plan-act-worker
description: Plan Act Worker subagent used in the "Discord Moderation Agent" build.
---

You are the **Plan Act Worker** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentCline logoCline

Subagent definition for "policy-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/policy-reviewer.md
---
name: policy-reviewer
description: Policy Reviewer subagent used in the "Discord Moderation Agent" build.
---

You are the **Policy Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesCline logoCline

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Discord Moderation Agent")

- Plan mode first, then act
- Log every moderation action with a reason
- Escalate borderline cases to a human mod
ModelCline logoCline

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cline settings.
SubagentGemini CLI logoGemini CLI

Subagent definition for "highlight-finder"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/highlight-finder.md
---
name: highlight-finder
description: Highlight Finder subagent used in the "YouTube to Shorts Repurposer" build.
---

You are the **Highlight Finder** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentGemini CLI logoGemini CLI

Subagent definition for "caption-writer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/caption-writer.md
---
name: caption-writer
description: Caption Writer subagent used in the "YouTube to Shorts Repurposer" build.
---

You are the **Caption Writer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
ModelGemini CLI logoGemini CLI

Runs on Gemini 2.5 Pro

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Gemini 2.5 Pro

gemini --model "Gemini 2.5 Pro"
ModelCodex CLI logoCodex CLI

Runs on FLUX.1 dev

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: FLUX.1 dev

codex --model "FLUX.1 dev"
ModelCodex CLI logoCodex CLI

Runs on FLUX.1 dev + custom LoRA

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: FLUX.1 dev + custom LoRA

codex --model "FLUX.1 dev + custom LoRA"
From this buildBrand Asset Generator
MCPClaude Code logoClaude Code

3 MCP servers: filesystem, github, slack

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "slack": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-slack"
      ]
    }
  }
}
From this buildn8n Inbox Triage Pilot
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# secret-scan"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# validate workflow json"
          }
        ]
      }
    ]
  }
}
From this buildn8n Inbox Triage Pilot
SubagentClaude Code logoClaude Code

Subagent definition for "workflow-builder"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/workflow-builder.md
---
name: workflow-builder
description: Workflow Builder subagent used in the "n8n Inbox Triage Pilot" build.
---

You are the **Workflow Builder** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildn8n Inbox Triage Pilot
SubagentClaude Code logoClaude Code

Subagent definition for "prompt-tuner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/prompt-tuner.md
---
name: prompt-tuner
description: Prompt Tuner subagent used in the "n8n Inbox Triage Pilot" build.
---

You are the **Prompt Tuner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildn8n Inbox Triage Pilot
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
From this buildn8n Inbox Triage Pilot
MCPWindsurf logoWindsurf

3 MCP servers: playwright, filesystem, postgres

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    }
  }
}
From this buildBrowser Scraping Agent
SubagentWindsurf logoWindsurf

Subagent definition for "cascade"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/cascade.md
---
name: cascade
description: Cascade subagent used in the "Browser Scraping Agent" build.
---

You are the **Cascade** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildBrowser Scraping Agent
SubagentWindsurf logoWindsurf

Subagent definition for "schema-validator"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/schema-validator.md
---
name: schema-validator
description: Schema Validator subagent used in the "Browser Scraping Agent" build.
---

You are the **Schema Validator** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildBrowser Scraping Agent
RulesWindsurf logoWindsurf

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Browser Scraping Agent")

- Respect robots and rate limits
- Validate every record against the schema before saving
From this buildBrowser Scraping Agent
ModelWindsurf logoWindsurf

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Windsurf settings.
From this buildBrowser Scraping Agent
MCPClaude Code logoClaude Code

4 MCP servers: jupyter, postgres, filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "jupyter": {
      "command": "uvx",
      "args": [
        "jupyter-mcp-server"
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
From this buildML Experiment Lab
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# run cell and capture metrics"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# log experiment to tracker"
          }
        ]
      }
    ]
  }
}
From this buildML Experiment Lab
SubagentClaude Code logoClaude Code

Subagent definition for "eda-explorer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/eda-explorer.md
---
name: eda-explorer
description: Eda Explorer subagent used in the "ML Experiment Lab" build.
---

You are the **Eda Explorer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildML Experiment Lab
SubagentClaude Code logoClaude Code

Subagent definition for "feature-engineer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/feature-engineer.md
---
name: feature-engineer
description: Feature Engineer subagent used in the "ML Experiment Lab" build.
---

You are the **Feature Engineer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildML Experiment Lab
SubagentClaude Code logoClaude Code

Subagent definition for "eval-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/eval-reviewer.md
---
name: eval-reviewer
description: Eval Reviewer subagent used in the "ML Experiment Lab" build.
---

You are the **Eval Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildML Experiment Lab
RulesClaude Code logoClaude Code

2 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "ML Experiment Lab")

- Seed everything for reproducibility
- Never leak the test set into features
From this buildML Experiment Lab
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
From this buildML Experiment Lab
MCPClaude Code logoClaude Code

4 MCP servers: stripe, postgres, github, sentry

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "stripe": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-stripe"
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

3 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# secret-scan"
          }
        ]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# replay webhook fixtures"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# idempotency check"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "pricing-modeler"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/pricing-modeler.md
---
name: pricing-modeler
description: Pricing Modeler subagent used in the "Stripe SaaS Billing Engine" build.
---

You are the **Pricing Modeler** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "webhook-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/webhook-author.md
---
name: webhook-author
description: Webhook Author subagent used in the "Stripe SaaS Billing Engine" build.
---

You are the **Webhook Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "security-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/security-reviewer.md
---
name: security-reviewer
description: Security Reviewer subagent used in the "Stripe SaaS Billing Engine" build.
---

You are the **Security Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Stripe SaaS Billing Engine")

- Verify webhook signatures, always
- Every webhook handler is idempotent
- Never trust client-sent amounts
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPCursor logoCursor

3 MCP servers: filesystem, github, playwright

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    }
  }
}
HooksCursor logoCursor

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# format"
          }
        ]
      }
    ],
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# validate manifest"
          }
        ]
      }
    ]
  }
}
SubagentCursor logoCursor

Subagent definition for "manifest-planner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/manifest-planner.md
---
name: manifest-planner
description: Manifest Planner subagent used in the "Chrome Extension MV3 Builder" build.
---

You are the **Manifest Planner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentCursor logoCursor

Subagent definition for "content-script-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/content-script-author.md
---
name: content-script-author
description: Content Script Author subagent used in the "Chrome Extension MV3 Builder" build.
---

You are the **Content Script Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentCursor logoCursor

Subagent definition for "store-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/store-reviewer.md
---
name: store-reviewer
description: Store Reviewer subagent used in the "Chrome Extension MV3 Builder" build.
---

You are the **Store Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesCursor logoCursor

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Chrome Extension MV3 Builder")

- Request the narrowest permissions that work
- No remote code, bundle everything
- Test the service worker cold-start path
ModelCursor logoCursor

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cursor settings.
MCPAider logoAider

2 MCP servers: filesystem, git

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "git": {
      "command": "uvx",
      "args": [
        "mcp-server-git"
      ]
    }
  }
}
From this buildRust CLI Tool Forge
HooksAider logoAider

3 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "post-edit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# cargo clippy"
          },
          {
            "type": "command",
            "command": "# auto-commit"
          }
        ]
      }
    ],
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# cargo test"
          }
        ]
      }
    ]
  }
}
From this buildRust CLI Tool Forge
RulesAider logoAider

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Rust CLI Tool Forge")

- Use clap with derive for arguments
- Return Result, no unwrap in library code
- Cross-compile release binaries with cargo dist
From this buildRust CLI Tool Forge
ModelAider logoAider

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

aider --model "Claude Opus 4.8"
From this buildRust CLI Tool Forge
MCPClaude Code logoClaude Code

3 MCP servers: playwright, filesystem, postgres

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    }
  }
}
From this buildResilient Web Scraper
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# validate scraped JSON"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# dedupe rows"
          }
        ]
      }
    ]
  }
}
From this buildResilient Web Scraper
SubagentClaude Code logoClaude Code

Subagent definition for "selector-finder"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/selector-finder.md
---
name: selector-finder
description: Selector Finder subagent used in the "Resilient Web Scraper" build.
---

You are the **Selector Finder** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildResilient Web Scraper
SubagentClaude Code logoClaude Code

Subagent definition for "schema-normalizer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/schema-normalizer.md
---
name: schema-normalizer
description: Schema Normalizer subagent used in the "Resilient Web Scraper" build.
---

You are the **Schema Normalizer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildResilient Web Scraper
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Resilient Web Scraper")

- Respect robots.txt and rate limits
- Retry with backoff, never hammer
- Normalize to a typed schema before saving
From this buildResilient Web Scraper
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
From this buildResilient Web Scraper
MCPCline logoCline

2 MCP servers: filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
From this buildGodot 2D Game Studio
HooksCline logoCline

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "on-save": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# gdformat"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# open scene in editor"
          }
        ]
      }
    ]
  }
}
From this buildGodot 2D Game Studio
SubagentCline logoCline

Subagent definition for "scene-builder"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/scene-builder.md
---
name: scene-builder
description: Scene Builder subagent used in the "Godot 2D Game Studio" build.
---

You are the **Scene Builder** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildGodot 2D Game Studio
SubagentCline logoCline

Subagent definition for "gameplay-scripter"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/gameplay-scripter.md
---
name: gameplay-scripter
description: Gameplay Scripter subagent used in the "Godot 2D Game Studio" build.
---

You are the **Gameplay Scripter** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
From this buildGodot 2D Game Studio
RulesCline logoCline

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Godot 2D Game Studio")

- One responsibility per scene
- Signals over hard node paths
- Keep frame logic out of physics callbacks
From this buildGodot 2D Game Studio
ModelCline logoCline

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

# Select "Claude Sonnet 4.6" as the model in Cline settings.
From this buildGodot 2D Game Studio
MCPClaude Code logoClaude Code

3 MCP servers: context7, filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "context7": {
      "command": "npx",
      "args": [
        "-y",
        "@upstash/context7-mcp"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# linkcheck"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# build mkdocs site"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "doc-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/doc-author.md
---
name: doc-author
description: Doc Author subagent used in the "Technical Docs and AEO Writer" build.
---

You are the **Doc Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "fact-checker"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/fact-checker.md
---
name: fact-checker
description: Fact Checker subagent used in the "Technical Docs and AEO Writer" build.
---

You are the **Fact Checker** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Technical Docs and AEO Writer")

- Pull real signatures via Context7
- Lead with the answer, then explain
- No claim without a source
ModelClaude Code logoClaude Code

Runs on Claude Sonnet 4.6

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Sonnet 4.6

claude --model "Claude Sonnet 4.6"
MCPClaude Code logoClaude Code

3 MCP servers: postgres, filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# explain analyze"
          }
        ]
      }
    ],
    "pre-commit": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# dbt test"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "query-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/query-author.md
---
name: query-author
description: Query Author subagent used in the "SQL Analytics and dbt Lab" build.
---

You are the **Query Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "schema-validator"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/schema-validator.md
---
name: schema-validator
description: Schema Validator subagent used in the "SQL Analytics and dbt Lab" build.
---

You are the **Schema Validator** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "metric-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/metric-reviewer.md
---
name: metric-reviewer
description: Metric Reviewer subagent used in the "SQL Analytics and dbt Lab" build.
---

You are the **Metric Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "SQL Analytics and dbt Lab")

- Validate column names against the live schema
- Define metrics once, reuse everywhere
- Every model gets a test and a description
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPGemini CLI logoGemini CLI

2 MCP servers: filesystem, fetch

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "fetch": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-fetch"
      ]
    }
  }
}
SubagentGemini CLI logoGemini CLI

Subagent definition for "prospect-researcher"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/prospect-researcher.md
---
name: prospect-researcher
description: Prospect Researcher subagent used in the "Cold Email Outreach Engine" build.
---

You are the **Prospect Researcher** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentGemini CLI logoGemini CLI

Subagent definition for "copy-writer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/copy-writer.md
---
name: copy-writer
description: Copy Writer subagent used in the "Cold Email Outreach Engine" build.
---

You are the **Copy Writer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesGemini CLI logoGemini CLI

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Cold Email Outreach Engine")

- One specific, true detail per opener
- No em dashes, keep it human
- Always include a one-click opt-out
ModelGemini CLI logoGemini CLI

Runs on Gemini 2.5 Flash

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Gemini 2.5 Flash

gemini --model "Gemini 2.5 Flash"
MCPClaude Code logoClaude Code

3 MCP servers: playwright, filesystem, github

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "playwright": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

2 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# re-run axe on changed page"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# severity report"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "axe-scanner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/axe-scanner.md
---
name: axe-scanner
description: Axe Scanner subagent used in the "Accessibility Audit and Fix Cell" build.
---

You are the **Axe Scanner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "fix-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/fix-author.md
---
name: fix-author
description: Fix Author subagent used in the "Accessibility Audit and Fix Cell" build.
---

You are the **Fix Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "regression-verifier"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/regression-verifier.md
---
name: regression-verifier
description: Regression Verifier subagent used in the "Accessibility Audit and Fix Cell" build.
---

You are the **Regression Verifier** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Accessibility Audit and Fix Cell")

- Rank by impact, not raw count
- Re-test every fix before claiming done
- Prefer semantic HTML over ARIA patches
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"
MCPClaude Code logoClaude Code

3 MCP servers: github, filesystem, sentry

What this does
Turns on the outside tools the AI is allowed to reach.
Where it goes
Save as .mcp.json in your project root.
.mcp.json
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-github"
      ]
    },
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "."
      ]
    },
    "sentry": {
      "command": "npx",
      "args": [
        "-y",
        "@sentry/mcp-server"
      ]
    }
  }
}
HooksClaude Code logoClaude Code

3 lifecycle hooks (format, scan, test...)

What this does
Runs small actions automatically at set moments.
Where it goes
Paste into ~/.claude/settings.json.
settings.json
{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# block apply on prod context"
          }
        ]
      }
    ],
    "PostToolUse": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# helm template diff"
          }
        ]
      }
    ],
    "Stop": [
      {
        "matcher": "*",
        "hooks": [
          {
            "type": "command",
            "command": "# rollout summary"
          }
        ]
      }
    ]
  }
}
SubagentClaude Code logoClaude Code

Subagent definition for "chart-author"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/chart-author.md
---
name: chart-author
description: Chart Author subagent used in the "Kubernetes Helm Ops Pilot" build.
---

You are the **Chart Author** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "manifest-diff-reviewer"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/manifest-diff-reviewer.md
---
name: manifest-diff-reviewer
description: Manifest Diff Reviewer subagent used in the "Kubernetes Helm Ops Pilot" build.
---

You are the **Manifest Diff Reviewer** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
SubagentClaude Code logoClaude Code

Subagent definition for "rollout-planner"

What this does
Adds a focused helper the AI can hand a side task to.
Where it goes
Save in .claude/agents/ in your repo.
.claude/agents/rollout-planner.md
---
name: rollout-planner
description: Rollout Planner subagent used in the "Kubernetes Helm Ops Pilot" build.
---

You are the **Rollout Planner** subagent. Do one job well and hand the result
back to the main loop. Stay in scope, keep the response tight, and report
only what the orchestrator needs to act on.
RulesClaude Code logoClaude Code

3 operating rules

What this does
Gives the AI house rules to follow before it starts.
Where it goes
Save as CLAUDE.md in your repo root.
CLAUDE.md
# CLAUDE.md

## Rules (from "Kubernetes Helm Ops Pilot")

- Render and diff before any apply
- Pin image tags, never use latest
- Set resource limits on every container
ModelClaude Code logoClaude Code

Runs on Claude Opus 4.8

What this does
Picks which AI model the build runs on.
Where it goes
Run this from your terminal in the project.
model.txt
# Model: Claude Opus 4.8

claude --model "Claude Opus 4.8"